EP3867318A1

EP3867318A1 - Coating and coating formulation

Info

Publication number: EP3867318A1
Application number: EP19784086.1A
Authority: EP
Inventors: Camille Charline Marie-Cécile CARCOUET; Silvana Rensina Antonnietta Di Silvestre
Original assignee: Covestro Netherlands BV
Current assignee: Covestro Netherlands BV
Priority date: 2018-10-16
Filing date: 2019-10-15
Publication date: 2021-08-25
Also published as: CN112840000A; CN112840000B; WO2020078977A1; TW202024247A

Abstract

A coated substrate comprising a coating layer comprising inorganic oxide and pores, the coating layer demonstrates improved anti-soiling properties. The coated substrate may for example be used in solar modules. Further a coating formulation and use of the coating formulation are disclosed.

Description

COATING AND COATING FORMULATION

TECHNICAL FIELD OF THE INVENTION

The invention relates to an anti-reflective coating. More particularly, the invention relates to an anti-reflective coating showing anti-soiling properties as well as a coated substrate, a coating formulation and a solar module, as well as a method of improving anti-soiling properties of a coating.

A coated substrate comprising a coating layer, said layer comprising inorganic oxide and pores is disclosed herein, the coating layer demonstrates improved anti-soiling properties. The coated substrate may for example be used in solar modules. Further a coating formulation and use of the coating formulation are disclosed.

BACKGROUND OF THE INVENTION

Anti-reflective (AR) coatings are coatings deposited on substrates, which require high transmission of light such as cover glasses for solar modules and green house glass, and said coatings are able to reduce the reflectivity of said substrates. Performance of solar modules tend to decrease over time amongst other reasons also due to soiling of the surface where light is transmitted through. In areas with high soiling rates, it was found that build-up of sand and dust particles provides a substantial contribution to the decreased performance.

OBJECTS OF THE INVENTION

It is the object of the invention to provide an improved coating.

In another aspect of the invention, it is an object of the invention to provide an improved coating formulation.

In a further aspect of the invention, it is an object of the invention to provide a method of improving anti-soiling properties of a coating.

The improvement may for example be achieving of improved anti-soiling properties of the coating, or another feature of the invention.

DISCLOSURE OF THE INVENTION

In an aspect of the invention, the object is achieved by a coating formulation according to the claims, embodiments and aspects as described herein.

In an aspect of the invention, the object is achieved by a coating formulation as described herein. In further aspects of the invention, the objective is achieved by a method, a coated substrate, or a use according to the claims, embodiments and aspects as described herein,

BRIEF DESCRIPTION OF THE DRAWINGS

The invention is explained below with reference to exemplary embodiments as well as the drawings, in which

Figure 1 a schematically depicts an embodiment of an elongated particle used in the invention with an ellipsoidal shape (2D image of an prolate (elongated) spheroid), having a longer (which may also be referred to as major) axis having a length x1 perpendicular; a shorter (which may also be referred to as minor) axis perpendicular to the longer axis having a length x2; and an aspect ratio (x1/x2) of at least two.

Figure 1 b schematically depicts an embodiment of an elongated particle used in the invention with a rod-like shape, having

a longer axis a having length x1 ; a shorter axis (smaller diameter) perpendicular to the longer axis having a length x2; and an aspect ratio (x1/x2) of at least two.

Figure 1 c schematically depicts a spherical particle, having a first axis having a length x1 ;

a second axis perpendicular to the first axis having a length x2; and an aspect ratio (x1/x2) of about 1.

Figure 1 d schematically depicts an embodiment of an elongated particle used in the invention having an irregular shape, having

a longer axis having a length x1 ; a shorter axis (smaller diameter, shortest dimension of the particle) perpendicular to the longer axis having a length x2 (the length of the longest straight line from one side of the particle to the other side of the particle); and an aspect ratio (x1/x2) of at least two.

Fig. 2 shows optical properties of a comparative sample.

Fig. 3 shows optical properties of a sample according to the invention. DETAILED DESCRIPTION

The invention relates to an improved coating.

Such improved coating may be obtained by converting a coating formulation into a functional coating for example by heating.

Typically by converting the coating formulation on a substrate into a coated substrate. Coated substrates, such as a cover glass of a solar module comprising an anti-reflective coating, usually need cleaning at some point in time. In arid areas of the world cleaning involves among others time and costs and creates waste cleaning materials. There is therefore a need to reduce the cleaning frequency of coated substrates. This invention addresses the reduction of cleaning via improved anti-soiling properties of the coated substrate. The invention provides a coated substrate demonstrating improved anti-soiling properties. The invention provides a coating formulation demonstrating improved anti-soiling properties after application of such formulation on a substrate and converting the dried coating formulation into a coated substrate. The invention provides a solar module demonstrating improved anti-soiling properties.

Throughout the description and claims of this specification, the words “comprise” and“contain” and variations of the words, for example“comprising” and “comprises”, means“including but not limited to”, and is not intended to (and does not) exclude other moieties, additives, components, integers or steps.

Improved anti-soiling properties may be demonstrated via reduced frequency of cleaning whilst having the same power output over a period of time e.g. 3 months.

Improved anti-soiling properties may be demonstrated via an improved power output at the same frequency of cleaning over a period of time e.g. 3 months.

Anti-soiling properties may be determined via measuring the transmittance of the anti- reflective coating on a transparent substrate by means of a transmission measurement using a spectrophotometer. The spectrophotometer can be any spectrophotometer which is suitable to analyse a coated substrate. A suitable spectrophotometer includes a Shimadzu UV2600 spectrophotometer. Another suitable spectrophotometer includes an Optosol Transpec VIS-NIR spectrophotometer.

The improved anti-soiling properties may be demonstrated by an increased Anti-Soiling Ratio (ASR) as defined herein. Improved anti-soiling properties may be demonstrated by an increased substrate-coating anti-soiling ratio, ASR, as compared to a reference uncoated substrate. In an aspect improved anti-soiling properties may be demonstrated by a substratecoating anti-soiling ratio, ASR, of at least 50%. In an aspect the ASR is at least 55%. In an aspect the ASR is at least 60%. In an aspect the ASR is at least 65%. In an aspect the ASR is at least 70%. In an aspect the ASR is at least 75%. In an aspect the ASR is at least 80%. In an aspect at least 85%. In an aspect the ASR is at least 90%. In an aspect improved antisoiling properties may be demonstrated by an increased substrate-coating anti-reflective effect, ARE, as defined herein.

Improved anti-soiling properties may be demonstrated by an increased ARE, as compared to a reference uncoated substrate. In an aspect the ARE is at least 2%, in an aspect the ARE is at least 3%, in an aspect the ARE is at least 4%, in an aspect the ARE is at least 5%.

The coating formulation according to the invention provides improved antisoiling properties. The coating formulation according to the invention provides improved antisoiling properties to a coating obtained from such formulation after curing i.e. by converting the coating formulation on a substrate into a coated substrate for example by heating, such as by heating above 400 degrees Celsius.

The method according to the invention provides a coated substrate demonstrating improved anti-soiling properties.

1. A coating formulation comprising

i. of from 2 to 18 wt-% based on oxide equivalents of inorganics of

elongated dense oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm; and ii. a porogen capable of forming pores with a diameter in the range of 10 to 120 nm,

iii. an inorganic oxide binder, and

iv. a solvent,

wherein the coating formulation comprises of from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound based on total ash rest after combustion at 600°C, 2 min in air.

The average smaller diameter as referred to herein may be measured from at least one TEM image.

The aspect ratio as referred to herein may be determined from at least one TEM image. The amount of aluminium oxide equivalents of aluminium containing compound in the ash rest of the coating formulation as referred to herein may be determined via ICP- MS.

In an aspect of the invention the coating formulation comprises at least 2 wt-%, at least 2,5 wt%, at least 3wt%, at least 3,5wt%, at least 4 wt%, at least 4,5 wt%, at least 5 wt%, at least 5,5 wt%, at least 6 wt%, at least 7 wt%, at least 8 wt%, at least 9 wt%, at least 10 wt %, based on inorganic oxide equivalents of elongated dense inorganic oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm. In an aspect of the invention the coating formulation comprises at most 18 wt%, at most 17 wt %, at most 16 wt%, at most 15 wt%, at most 14 wt%, at most 13 wt%, at most 12 wt% at based on inorganic oxide equivalents of elongated dense inorganic oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm.

The wt% of elongated dense inorganic oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm based on inorganic oxide equivalents (wt% elongated particles) may be calculated as follows.

The wt % elongated particles = the wt% inorganic oxide equivalents originating from elongated particles as compared to the total amount of silicon oxide equivalents in the coating formulation= m(Si0₂ elongated particles)/m(SiO₂ total)^*100=wt% elongated particles = wt% of elongated dense inorganic oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm based on inorganic oxide equivalents. With m is gram of solids of elongated particles

In an aspect of the invention the coating formulation comprises at least 0.5 wt%, at least 1 wt%, at least 1 ,5 wt%, at least 2 wt%, at least 3 wt%, at least 4 wt%, at least 5 wt%, at least 6wt%, at least 10wt%, at least 12 wt % aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises 15 wt% or less, 14 wt% or less, 13 wt% or less, 12 wt% or less, 1 1 wt% or less, 10 wt % or less , 9 wt% or less, 8 wt% or less aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 1 to 15 wt% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 1 to 10 wt% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 2 to 10 wt% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 1 to 8 wt% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 1.5 to 8 wt% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the coating formulation comprises from 2 to 8 wt% aluminium oxide equivalents of aluminium containing compound.

In further aspect of the invention, the objective is achieved by a method of preparing a coated substrate comprising the steps of: - providing a substrate;

providing a coating formulation according to any one of the

embodiments as described herein;

applying the coating formulation on the substrate;

drying the applied coating formulation on the substrate; and

converting the dried coating formulation on the substrate into a coated substrate.

A method of preparing a coated substrate comprising the steps of:

providing a substrate having a first surface;

providing a coating formulation as described herein;

applying the coating formulation on the first surface of the substrate; drying the applied coating formulation; and

converting the substrate with dried coating formulation into a coated substrate comprising a coating layer on the first surface, for example by heating, such as by heating above 400 degrees Celsius.

In an aspect a base coating as described herein forms at least a part of the first surface of the substrate. In an aspect a base coating as described herein forms the first surface of the substrate.

In a further aspect of the invention, the objective is achieved by a coated substrate obtainable by a method as described herein, including a method comprising the steps of

- providing a substrate;

providing a coating formulation according to any one of the

embodiments as described herein;

applying the coating formulation on the substrate;

- drying the coating formulation on the substrate; and

converting the coating formulation on the substrate into a coated substrate.

The present invention further relates to a coated substrate comprising:

i. a substrate; and

ii. a porous anti-reflective coating layer arranged on at least a part of the substrate,

wherein the anti-reflective coating layer comprises pores with a diameter in the range of 10 to 120 nm, preferably 30 to 100 nm as measured using ellipsometry and / or electron microscopy; and

elongated dense inorganic oxide particles with an aspect ratio of at least 2, and a smaller diameter in the range of 3 to 20 nm; and

- of from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing

compound.

In a further aspect of the invention, the objective is achieved by a use of a coating formulation comprising elongated inorganic oxide particles with an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm for improving anti-soiling properties of a substrate, where the coating formulation comprising core-shell nanoparticle as porogen where the core comprises an organic compound, such as a polymer like a cationic polymer or an organic compound with a boiling point below 200°C, and the shell comprises an inorganic oxide, and from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound.

In a further aspect of the invention, the objective is achieved by a use of a coating formulation comprising elongated dense inorganic oxide particles with an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm for improving anti-soiling properties of a substrate, wherein the coating formulation comprises core-shell nanoparticles as porogen, wherein the core comprises an organic compound, such as a polymer or an organic compound with a boiling point below 200°C, the shell comprises a inorganic oxide; and the formulation comprises from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound.

In an aspect of the invention the polymer may be a cationic polymer. The coating disclosed herein is a porous coating. The coating may be manufactured using a coating formulation comprising a binder and a porogen. The binder comprises inorganic binder particles, such as metaloxide particles, and or an inorganic oxide precursor. The porogen typically comprises an organic material that will decompose, burn, evaporate or be otherwise removed upon exposure to elevated temperature.

Typically the elevated temperature is 400 degrees Celcius or more, such as 550 degrees Celsius or more, such as 600 degrees Celsius or more. Typically the organic material is an organic polymer. In an aspect porogen comprises an organic material comprising an organic polymer such as an organic neutral, an organic cationic an organic anionic polymer, an polylectrolytes or a combination thereof. The porogen typically comprises an organic polymer core and an inorganic oxide shell around the core. The coating according to the disclosure comprises inorganic particles such as elongated inorganic dense oxide particles. It is noted that elongated inorganic dense oxide particles and elongated dense inorganic oxide particles are used interchangeably herein. It is noted that elongated inorganic dense oxide particles and elongated massive metal oxide particles are used interchangeably herein.

The coating according to the invention comprises pores with a diameter in the range of less than 1 nm up to about 120 nm. The pores may be open pores, such as an opening along a boundary between two particles and optionally connecting to the surface of the coating, and/or the pores may be closed, such as a (closed) hollow particle. Pores that originate from a porogen are also referred to herein as porogen pores.lt is preferred that the coating comprises pores with a diameter of 10 to 120 nm, referred to as porogen pores. For pores with a diameter of more than 10 nm, the pore diameter can be estimated by electron microscopy. For pores with a diameter in the range from 2 to 50 nm, porosimetry ellipsometry may be used to determine the pore size distribution.

Porogen pores are preferably of substantially regular shape, such as spherical or ellipsoidal (with one or two long axes) pores. In an aspect, porogen pores are preferably of substantially regular shape, such as spherical or ellipsoidal (with one or two long axes) pores, but should not have an aspect ratio of more than 5 as this may negatively influence the mechanical properties of the coating. A hollow particle, such as an hollow inorganic oxide particle may be defined as a particle with an inorganic oxide shell with a hollow core. Porogen pores may be defined by a hollow inorganic oxide particle, such as for example hollow inorganic oxide particles and may originate from core-shell particles having an inorganic oxide (or inorganic oxide precursor) shell and an organic polymer based core, so that upon curing of the coating the polymer will be removed. Upon curing of the coating formulation the polymer will be decomposed/removed and the coating is formed. Porogen pores may be defined by a hollow inorganic oxide particle, such as for example hollow inorganic oxide particles and may originate from core-shell particles having an inorganic oxide (or inorganic oxide precursor) shell and a core material comprising an organic polymer and/or an organic compound, so that upon curing of the coating the core material will be removed. Upon curing of the coating formulation the core material will be decomposed/removed such that a porous coating is formed. The pore typically originates from an organic porogen, that during conversion of the coating formulation into a functional coating typically will be decomposed, burned, evaporated or otherwise removed.

In an aspect a suitable curing temperature is at least 400 degrees Celsius. In an aspect a suitable curing temperature is at least 550, in an aspect at least degrees 600 Celsius. Pores may also be defined by a combination of inorganic binder particles and/or dense inorganic oxide particles. In this case, the pore typically originates from an organic porogen, such as a polymer particle or another porogen, that during conversion of the coating formulation into a functional coating typically will be decomposed, burned, evaporated or otherwise removed. Porogens include organic neutral, cationic and anionic polymers or polylectrolytes (see e.g. Fuji, M.; Takai, C.; Rivera Virtudazo, R. V.; Adv. Powder Tech., 2014, 25, 91 -100; Zhang, X. et ai, App. Mater. Interfaces, 2014, 6, 1415- 1423)

In the present disclosure the pore typically originates from an organic porogen, such as a polymer particle or another porogen, that during conversion of the coating formulation into a functional coating typically will be decomposed, burned, evaporated or otherwise removed. It should be observed that conversion does not encompass polymerization of organic (monomeric) compounds as the binder is an inorganic oxide based binder and the conversion therefore is of a sintering type conversion where organics are at least partially removed and metal oxide particles at least partially sinter together.

In addition to porogen pores, smaller pores are also present at least in the binder. In the context of the present invention, binder pores are therefore pores with a diameter of 1 to below 10 nm. Binder pores are typically not regular but extended pores in non-contacting regions between adjacent particles of binder, dense inorganic oxide particles and hollow nanoparticles (if present) and may form a network, which may or may not be in connection with the surface of the coating or with the porogen pores.

The coating according to the invention is a porous coating. By porous is herein meant that the coating has pores and a porosity of at least 2%. The maximum porosity depends on mechanical requirements of the coating layer and is typically 50% or less, preferably the porosity is less than 45% and more preferably the porosity is less than 40%. In an aspect such coating layer has a porosity of 2 to 50%. A high porosity generally increases anti- reflective performance but may reduce mechanical strength of a coating. In an aspect the porous anti-reflective coating layer has of porosity of 2% or more, 5% or more, 10% or more, 15% or more, 20% or more, 25% or more, 30% or more. In an aspect the porous anti-reflective coating layer has of porosity 50% or less, 45% or less, 40% or less. In an aspect the porous anti-reflective coating layer has of porosity of 25 to 40%. In an aspect the porous anti-reflective coating layer has of porosity of 30 to 40%.

The porous anti-reflective coating layer may also be referred to herein as coating or anti-reflection coating. As is well known by the skilled person, image analysis may suitably be performed on a SEM photo. The skilled person will be able to perform image analysis on a SEM photo of a cross section of the coating layer orthogonal to the substrate to determine that the amount of pores having a smallest dimension of at least 10 nm in the region of the AR coating closest to the surface of the substrate is smaller than the amount of pores having a smallest dimension of at least 10 nm in the region of the AR coating closer to the atmosphere.

Alternatively, the skilled person may calculate the porosity from a measured refractive index (Rl). Knowing the Rl of a coating material without any pores, the skilled person can calculate how much air/pore volume is present in the coating layer. The coating material herein is the total inorganic oxide material after convert the coating formulation into a functional coating for example by heating.

Total inorganic oxide material includes all inorganic oxide material in the coating e.g.

material of the binder, plus the material of the inorganic oxide shell, plus aluminium containing compound(s).

In an aspect porosity is determined by image analysis on a SEM photo of a cross section of the coating layer orthogonal to the substrate.

In an aspect of the invention the coating layer of the coated substrate has a porosity of 2 to 50%.

The coating according to the invention also comprises elongated dense inorganic oxide particles with an aspect ratio of at least 2, and a smaller diameter in the range of 3 to 20 nm. Preferably the smaller diameter is in the range of 5 to 20 nm. By elongated is meant that at least one of the dimensions of the particle is much longer, such as at least 2, 3, 4, 5, 8, 10, 15 or 20 times the length of another dimension of the particle. It is preferred that the length of the elongated dense inorganic oxide particle is less than 50 times the length of another dimension of the particle, such as at most, 50, 30, 25, 20 or 15 times the length of another dimension of the particle. When the particle has an irregular shape, the aspect ratio is calculated as the length of the longest straight line from one side of the particle to the other side of the particle (even though this may mean that the straight line may be outside the particle) divided by the shortest dimension of the particle transverse to the longest straight line anyway along the straight line. Examples of elongated dense inorganic oxide particles are IPA-ST-UP (Nissan Chemical) and Levasil CS15/175 (Akzo Nobel) and others are commercially available. Further examples include Levasil CS8-490 and Levasil CS15-150 (Akzo Nobel). Typically the elongated particle has a diameter that is less than its length. In an aspect the elongated dense particles comprises an elongated silica particle having a diameter of from 1 to 30 nm and a length of from 10 to 200 nm.

In an aspect the elongated dense particle comprises an elongated silica particle having a diameter from 9 to 15 nm and a length of length from 40 to 100 nm. IPA-ST-UP (Nissan Chemical) is an example of an elongated silica particle having a diameter of from 9 to 15 nm, and a length of length: 40-100 nm.

In an aspect the elongated dense particles is an elongated silica particle having a diameter of from 1 to 30 nm and a length of from 10 to 200 nm.

In an aspect the elongated dense particle is an elongated silica particle having a diameter from 9 to 15 nm and a length of length from 40 to 100 nm. IPA-ST-UP (Nissan Chemical) is an example of an elongated silica particle having a diameter of from 9 to 15 nm, and a length of length: 40-100 nm.

IPA-ST-UP herein refers to ORGANOSILICASOL™ IPA-ST-UP. The elongated particle has an aspect ratio of at least two and may, without being limited thereto, have an ellipsoidal, a rod-like or an irregular shape. The elongated particle as used in the invention has a longer axis (which may also be referred to as major) having length x1 ; and a shorter axis perpendicular to the longer axis (which may also be referred to as minor) having a length x2; and an aspect ratio (x1/x2) of at least two.

The aspect ratio is calculated by dividing the length of the longest axis by the smaller axis. The longest axis may also be referred to as major axis. The smaller axis may also be referred to as the minor axis, the smaller diameter or the shortest dimension of the particle. Typically for determining the length of an axis of a particle the outside surface of the particle is used.

By dense is meant that the inorganic oxide particle has low or no porosity, such as a porosity of less than 5 vol-% or no porosity. In an aspect the elongated dense inorganic oxide particle has a porosity of 0.5 - 5 vol-%, in an aspect 1 -4 vol-%, in an aspect 1-3 vol-% porosity.

By porogen is herein meant an entity capable of forming pores with a diameter of 10 to 120 nm, preferably 30 to 100 nm, in the final coating may for example be hollow particle; a core-shell particle with a core with a boiling point below the curing temperature of the coating formulation or a core, which is combustable or depolymerizable below the curing temperature; a particle, which is combustable or depolymerizable below the curing temperature. Porogen may also be referred to as pore forming agent. A core with a boiling point below the curing temperature boiling point has a decomposition temperature of below the curing temperature. A core which is combustable or depolymerizable below the curing temperature is a core that is decomposed or depolymerized, or a combiantion thereof, during curing, i.e. at a temperature which is below the curing temparature. As a result the core is removed and a pore is formed.

Thus by porogen, or pore forming agent, is herein meant an entity capable of forming pores with a diameter of 10 to 120 nm, preferably 30 to 100 nm, in the final coating.

The porogen may be a polymer particle e.g. a polystyrene particle, Pluronic P123 and / or a PMMA particle. The porogen may for example be hollow particle. The porogen may for example be a hollow silica particle. The porogen may for example be a core-shell particle with a core having a boiling point below the curing temperature of the coating formulation. The porogen may be a core-shell particle with a core that is combustable or

depolymerizable below the curing temperature or a particle, that is combustable or depolymerizable below the curing temperature. A core having a boiling point below the curing temperature comprises a material having boiling point of below the curing temperature. A core which is combustable or depolymerizable below the curing

temperature comprises a material that is decomposed or depolymerized, or a combination thereof, during curing, i.e. at a temperature below the curing temperature. As a result the compound is removed and a pore is formed. By oxide equivalents of inorganics is herein meant the metal oxides including silicon oxide irrespective of the actual compound that the inorganic species is present in so for example tetraethoxysilane would count as S1O₂ irrespective if the species present is tetraethoxysilane, partially hydrolysed tetraethoxysilane or S1O₂. i.e. by oxide equivalents of inorganics is herein meant the equivalent amount of metal oxides including silicon oxide that can be formed from the actual compound or inorganic oxide precursor used. So for example a certain amount of tetraethoxysilane would be expressed as S1O₂ equivalent irrespective if the species present is tetraethoxysilane, partially hydrolysed

tetraethoxysilane or S1O₂. Analogous for Alumina, one calculates the amount of pure AI₂O₃ that could be formed. Aluminum oxide equivalents are calculated back to theoretical AI₂O₃ amount based on the alumina precursor added to the formulation.

In the examples the wt% alumina in the coating formulation is defined as: m(AI203)/ (m(AI203)+m(Si02)))^*100= wt% AI203 with m the amount of grams used. wherein the wt% Aluminum oxide equivalents are referring to the wt% as compared to the total amount of inorganic oxide equivalents in the coating formulation. It may also be phrased as wherein wt% AI203 is expressed as

weight Al₂0₃

Al₂0₃ wt% = * 100

weight Al₂0₃ + weight Si0₂

The alumina precursor may include

Al(lll) complexes such as halogen-based salts of Al(lll) in the form of AIX3 where X can be F, Cl, Br, I and their hydrate form;

Al(lll) inorganic salts such as Al(lll) nitrates, nitrites, sulfites, sulfates, phosphates, chlorates, perchlorates, carbonates and their hydrate form;

Al(lll) complexes bearing oxygen or nitrogen donor based ligands which are hydrolysable such as alkoxides or amides; and combinations thereof.

The alumina precursor may include any of AI(isopropoxide)3, Al(sec- butoxide)3, AI(N03)3, AICI3 or a combination thereof.

The silica precursor may include TEOS (tetraethoxysilane), TMOS (tetramethoxysilane), alkylsilanes such as (R)x)Si (OCH3)4-x where R=CH3; C2H5; OCH3 of OC2H5 or a combination thereof.

In an aspect the inorganic oxide equivalents of the coating formulation are based on total ash rest after combustion at 600°C, 2 min in air. As the skilled person knows total ash rest after combustion at 600°C, 2 min in air is the total residual solid material after combustion at 600°C, 2 min in air.

For instance for silica, one starts from alkoxysilane. When it is refered to oxide equivalents, the assumption is made that only pure S1O2 is formed. Analogous for Alumina, if started from AI(N03)3 one calculates the amount of pure AI2O3 that could be formed.

For example for 10 grams of tetraethyl orthosilicate (TEOS), the amount of inorganic oxide equivalents is calculated as follows:

i.e. eq. S1O2 = oxide equivalents of inorganics = 10/ 208,33^*60,08 = 2,88 g

For example for 1 gram elongated dense inorganic oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm), the amount of inorganic oxide equivalents is calculated as follows: The elongated particles used in the examples are considered to be pure Si02. So 1 gram elongated particles, is equivalent to 1 g inorganic oxide ( here 1 gram Si02).

In one embodiment, the porogen account for a significant part of the total amount of inorganic oxide in the coating formulation. Preferably, the porogen accounts for 10 to 75 wt-% of the total amount of inorganic oxide in the coating formulation, and more preferably the porogen accounts for 20 to 50 wt-% of the total amount of inorganic oxide in the coating formulation. This may for example be the situation when the porogen is a core shell particle or a hollow particle. The inorganic oxide may be any oxide known from glass coatings. The inorganic oxide may be any known from glass coatings including metal oxides such as for example AI₂O₃, S1O₂, T1O₂, ZrC>2, oxides of lanthanides and mixtures (including mixed oxides) thereof. The inorganic oxide may be any known from glass coatings including metal oxides, compounds and mixtures comprising for example AI₂O₃, S1O₂ and optionally one or more of of Li20, BeO, BaO, MgO, K20, CaO, MnO, NiO SrO, FeO, Fe203, CuO, Cu20, CoO, ZnO, PbO, Ge02, Sn02, Sb203, Bi203. In an aspect the inorganic oxide comprises AI₂O₃, S1O₂, T1O₂, ZrC>2 and/or combinations thereof.

It is preferred that the inorganic oxide contains silica, preferably the inorganic oxide contains at least 50 wt-% silica and more preferably the inorganic oxide is at least 90 wt-% silica, such as the inorganic oxide consisting of silica.

The coated substrate according to the invention may for example be prepared by a method comprising the steps of providing a substrate; providing a coating formulation according to the invention; apply the coating formulation on the substrate; drying the coating formulation on the substrate; and converting the coating formulation on the substrate into a coated substrate. It should be observed that the conversion does not involve polymerization of an organic polymer but rather a consolidation of the binder and/or conversion of the porogen into a pore in the coating. This may be by heating for example combined with a tempering process of a glass substrate, but may alternatively involve evaporation of solvent in a solvent templated particle, which may take place at a much lower temperature.

In case the core comprises a solvent, e.g. in a solvent templated particle, conversion of the porogen into a pore may involve evaporation of solvent, for example at temperature below 250 °C. The solvent may have a boiling point of at most 250 °C, or at most 200, 175 or 150 °C. In such situation, a substrate comprising an applied coating formulation according to the invention is converted into a coated substrate comprising a coating layer on the first surface by exposing the applied coating formulation to a temperature of below 250°C. In an aspect by exposing the applied coating formulation to a temperature of below 200, below 175 or below 150 °C.

An anti-reflective coating comprising IPA-ST-UP particles (elongated particles) and inorganic binder is disclosed in W02007/093341. However,

W02007/093341 does not indicate any relevance to anti-soiling properties and does not disclose presence of pores having a diameter of 10-120 nm in the coating, and particularly not pores of a diameter of 30-100 nm.

When the coating is applied to a substrate, such as a glass sheet, the coating will have an inner surface facing towards the substrate and an outer surface facing away from the substrate. In one embodiment, the elongated dense inorganic oxide particles are not distributed homogeneously in the coating. Particularly, it was found to be advantageous that the mass ratio of inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating is higher in or near the outer surface of the coating. Here, outer surface refers to the surface of the coating away from the substrate, which surface typically is exposed to the atmosphere.

The distribution may for example be determined by STEM-EDX or by depth profiling. Thus the distribution of elongated dense inorganic oxide particles in a coating may for example be determined by STEM-EDX or by depth profiling. This is particularly advantageous when the chemical composition of the dense inorganic oxide particles and the overall formulation is not the same.

In an aspect of the coating according to the invention the mass ratio of inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating is higher in or near the outer surface of the coating as compared to a reference coating. A suitable reference coating may be a coating without elongated dense inorganic oxide particles.

It was found to be advantageous if the ratio is higher in the 20 nm of the coating closest to the outer surface than the average mass ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating. In an aspect the ratio of inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating is at least 50% higher in the 20 nm of the coating closest to the outer surface compared to the average ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating. Particularly, it was found to be advantageous when the ratio is higher in the 20 nm of the coating closest to the outer surface that the average mass ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating. Preferably the ratio of inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating is at least 50% higher in the 20 nm of the coating closest to the outer surface that the average ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating, and more preferably the ratio of inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating is at least twice as high in the 20 nm of the coating closest to the outer surface that the average ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating. It could be theorized without being limited thereto that improved anti-soiling properties associated with this distribution of the elongated dense inorganic oxide particles is related to the slight change in surface morphology observed when elongated dense inorganic oxide particles are arrange near or at the surface of the coating.

In an aspect the coated substrate according to the invention demonstrates the mass ratio of inorganic oxide originating from the elongated dense inorganic oxide particles to total inorganic oxide of the coating being higher in a 20 nm thick top layer of the coating closest to the outer surface of the coated substrate than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating.

In an aspect the mass ratio of inorganic oxide originating from the dense inorganic oxide particles to total inorganic oxide of the coating is at least 50% higher in the top layer of the coating than the average mass ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating.

In an aspect the mass ratio of inorganic oxide originating from the elongated dense inorganic oxide particles to total inorganic oxide of the coating is at least twice as high in the top layer the coating than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating. The coating according to the invention shows improved anti-soiling properties. The improved anti-soiling properties may be demonstrated by an increased Anti-Soiling Ratio (ASR) as defined by: where“T” is the average transmittance from 380-1 100 nm measured by a

spectrophotometer, Substrate refer to substrate without coating, Coating refers to the substrate with double sided coating.“0” refer to the measured transmittance before the soil test and“soil” refers to transmittance after soil test. From 380-1 100 nm herein means in the wavelength region from 380 nm to 1 100 nm including 1 100 nm. In an aspect“T” is the average transmittance from 380-1 100 nm measured by a Shimadzu UV2600

spectrophotometer. In an aspect“T” is the average transmittance from 380-1 100 nm measured by an Optosol Transpec VIS-NIR spectrophotometer. In an aspect the coated substrate demonstrates an ASR of at least 50%. In an aspect the coated substrate demonstrates an ASR of at least 75%. In an aspect the coated substrate demonstrates an ASR of at least 80%. In an aspect the coated substrate demonstrates an ASR of at least 90%.

The soil test is conducted as described in the experimental part.

A soil test may include: a) Providing a substrate with a surface to be tested;

b) Cleaning the surface to be tested to obtain a cleaned surface;

c) Measuring the transmittance from 380-1 100 nm of the cleaned surface before

soiling and determining the average transmittance in the range from 380 to 1 100 nm (TO);

d) Soiling the surface to be tested with dust to obtain a dusted soiled surface;

e) Oscillating the substrate having the dusted surface;

f) removing excess dust from the dusted surface to obtain a soiled surface; and g) measuring the transmittance from 380-1 100 nm of the soiled surface after soiling (transmittance after soiling) and determining the average transmittance in the range from 380 to 1 100 nm (Tsoil).

This way the following values may be obtained: in step c) Tsubstrate.o: the average transmittance from 380-1 100 nm of the uncoated glass surface (substrate without coating) before soil test; in step g) T_Substrat_e,soii: the average transmittance from 380-1 100 nm of the uncoated glass surface after soil test; in step c) Tc_oating.o: the average transmittance from 380-1 100 nm of the coated glass surface (coating with double sides coating) before soil test; in step g) Tc_oating.soii: the average transmittance from 380-1 100 nm of the coated glass surface after soil test.

Tcoating.o may also be referred to herein as Tcoated substrate, 0 or T coated substrate with Al,0 O G T coated substrate without Al,0.

Tcoating.soii may 3lS0 be referred to herein as Tcoated substrate, soil or Tcoa:o:: _S..::s:'a:e w :_" A so or Tcoa:e:: substrate without Al.soil.

In step e) of the soil test Oscillating may be done by 300 cycles at a speed of 100 cycles per minute; one cycle being defined as a full revolution of the circular drive disk: one completed back-and-forth movement of the tray of a Taber Oscillating table.

In step f) of the soil test removing excess dust may be done by manually gently tapping a thin edge of the substrate (the side of the glass plate) on a hard surface, such as a table top.

Removing excess dust may be followed by cleaning the back side (the front side being the surface to receive the incident light in the spectrophotometer) of the soiled substrate (soiled glass plate) by gently wiping the back side surface with a soft cloth;

In an aspect cleaning comprises: cleaning with deionized water and a soft cloth, rinsing with laboratory grade ethanol and leaving to dry overnight.

Preferably cleaning is done at a relative humidity of below 40%.

Soil test and soiling test are used interchangeably herein.

Herein the average transmittance from 380-1 100 nm means the average transmittance value in the wavelength range of 380 to 1 100 nm. In an aspect the transmittance is measured using an Optosol Transpec VIS-NIR spectrophotometer.

In an aspect the transmittance is measured using an Shimadzu UV2600

spectrophotometer.

In an aspect the soil test, in particular step d) and e) above, is performed using a Taber Oscillating Abrasion Tester (such as model 6160).

ASR indicates how well the coating improves the anti-soiling properties of the substrate. An ASR of 50% hence means that the coating only loses half the transmittance compared to the transmittance loss of the naked substrate. A naked substrate herein is a substrate without a coating layer, e.g. an uncoated piece of glass. Preferably the substrate-coating ASR of the coating is at least 75%, more preferably the substrate-coating ASR is at least 80%, and most preferably the substrate-coating ASR is at least 90%. ASR cannot be higher than 100% since this would mean that the coating is better after soiling, so the ASR should be maximum 100%.

In an aspect the invention provides a coated substrate obtainable by the method of preparing a coated substrate according to the invention, demonstrating improved antisoiling properties.

In an aspect the invention provides a coated substrate comprising:

i. a substrate; and

wherein the anti-reflective coating comprises

pores with a diameter in the range of 10 to 120 nm, preferably 30 to 100 nm as measured using ellipsometry and / or electron microscopy; and

of from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound, preferably 0.5 to 30 wt-% aluminium oxide equivalents of aluminium containing compound.

The wt-% aluminium oxide equivalents of aluminium containing compound in the antireflective coating may be determined using STEM EDX. Alternatively it may be determined using ToF-SIMS. In an aspect of the invention the coating formulation comprises at least 0.5 wt%, at least 1 wt%, at least 1 ,5 wt%, at least 2 wt%, at least 3 wt%, at least 4 wt%, at least 5 wt%, at least 6wt%, at least 10wt%, at least 12 wt % aluminium oxide equivalents of aluminium containing compound.

The porous anti-reflective coating layer may also be referred to herein as coating.

The substrate is a solid material, such as a polymer sheet or a glass member. The substrate may include quartz or polymer foil, such as glass foil. Examples of polymer substrates are plastic foils and polymers based on one or more of the polymers selected from Polyethylene terephthalate (PET), Polymethyl methacrylate (PMMA), Polyethylene naphthalate (PEN), polycarbonate (PC). A further example of a polymer substrate includes polyimide (PI). Polymer substrates are advantageous for flexible solar cells. Preferably the substrate is transparent. In an aspect the substrate is having an average transmission of at least 80% in the range of 380 -1 100 nm.

Preferably, the substrate is a glass member being selected from the group of float glass, chemically strengthened float glass, borosilicate glass, structured glass, tempered glass and thin flexible glass having thickness in the range of for example 20 to 250 pm such as 50 to 100 pm as well as substrates comprising a glass member, such as a partially or fully assembled solar module and an assembly comprising a glass member. The glass member may be SM glass or MM glass. A commercially available MM glass includes Interfloat GMB SINA 3.2mm solar glass for photovoltaic applications.

In an aspect of the invention the coated substrate is a cover glass for a solar module.

The invention further relates to a solar module comprising a coated substrate as described herein.

Solar modules are modules typically comprise a glass member forming at least a part of the first surface of the substrate and at least one member selected from the group consisting of thin film transparent conductive and/or semiconductor layers, a back sheet, an encapsulant, solar cells, an electrical conducting film, wiring, controller box and a frame. The glass member may be selected from the group of float glass, chemically strengthened float glass, borosilicate glass, structured glass, tempered glass and thin flexible glass having thickness in the range of for example 20 to 250 pm such as 50 to 100 pm. Preferred substrates for the method according to the invention are hence tempered glass, chemically strengthened glass and substrates comprising temperature sensitive components, such as partially or fully assembled solar cell modules. In one embodiment, the substrate comprises a transparent solid sheet member with a base coating on a first side of the sheet member so the base coating forms at least a part of the first surface of the substrate, to be coated with the single non-laminated layer coating layer. Preferably, the base coating is selected from the group of barrier coatings, such as sodium barrier coatings, and anti- reflective coatings.

In an aspect the coated substrate according to the invention comprises a transparent solid sheet member, and a base coating layer interposed between the first surface and the coating layer on the first coating, preferably the base coating is selected from the group of barrier coatings and anti-reflective coatings. In an aspect the substrate is transparent solid sheet member with a base coating on a first side of the sheet member so the base coating forms at least a part of the first surface of the substrate. In an aspect the substrate is transparent solid sheet member with a base coating on a first side of the sheet member so the base coating forms the first surface of the substrate. The coating according to the invention is preferably an anti-reflective coating.

In an aspect according to the invention the coated substrate demonstrates an ARE of at least 2%, at least 3%, at least 4%, at least 5%.

In an aspect the coated substrate according to the invention demonstrates a substrate coating anti-reflective effect, ARE, with

ARE Tcoated substrate, 0 ^Substrate, 0

of at least 2%, preferably the ARE is at least 3%, more preferably the ARE is at least 4%, where T is the is the average transmittance in the wavelength range from 380-1 100 nm, Substrate refers to substrate without coating, Coated substrate refers to the substrate with double sided coating and 0 refers to before soil test. In an aspect T is the average transmittance from 380-1 100 nm measured by a Shimadzu UV2600 spectrophotometer. In an aspect T is the average transmittance from 380-1 100 nm measured by an Optosol Transpec VIS-NIR spectrophotometer. The coating according to the invention is particularly suitable for lowering the reflectivity of a substrate for example any type of glass substrate, hence being used as an anti-reflective coating.

Another aspect of the invention relates to a coating formulation comprising a porogen capable of forming pores with a diameter of 10-120 nm, elongated dense inorganic oxide particles with an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm, an inorganic binder, a solvent and from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound. Aluminium and aluminum are used interchangeably herein. In an aspect the aluminium oxide equivalents of aluminium containing compound are based on total ash rest after combustion at 600°C, 2 min in air. The aluminium may be provided for example as metal oxide powder, but more preferably as an organic or inorganic salt optionally in solution or suspension. In a preferred embodiment, the coating formulation comprises from 1.0 to 15 wt-% aluminium oxide equivalents of aluminium containing compound as it was found that the stability in the sense of shelf life was best for aluminium concentrations in this range. Stability refers to the stability of the coating formulation. The stability of the coating formulation may be assessed by looking at the homogeneity of the coating formulation. An inhomogeneous coating formulation indicates a low stability and low shelf life. The inhomogeneity of the formulation can be directly observed by the presence of sediments or gellation in the liquid formulation or can be measured by DLS (Dynamic Light Scattering) via the growth or aggregation of colloidal particles in the suspension over time. Using an inhomogeneous coating formulation typically results in a non-homogeneous coating.

In a preferred embodiment, the coating formulation comprises from 2 to 10 wt-% aluminium oxide equivalents of aluminium containing compound as it was found that that provides very good anti-soiling properties.

In an aspect the coating formulation according to the invention comprises

i. from 2 to 18 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm as measured by TEM, and

ii. a porogen capable of forming pores with a diameter in the range of 10 to 120 nm,

iii. an inorganic oxide binder, and

iv. a solvent, wherein the coating formulation comprises from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound based on total ash rest after combustion at 600°C, 2 min in air.

The porogen may for example be hollow inorganic oxide particles, or coreshell particles having an inorganic oxide (or inorganic oxide precursor) shell and a core comprising an organic compound, such as a cationic polymer or an organic compound with a boiling point below 200°C. The porogen may also be an organic porogen, such as organic nanoparticle like for example an organic polymeric nanoparticle or another porogen, that during conversion of the coating formulation into a functional coating typically will be decomposed, burned, evaporated or otherwise removed. By organic nanoparticle is herein meant a particle comprising one or more organic molecules and having a size in the range of 50 to 150nm. Examples of organic molecules are polymers, such as acrylic polymers and latexes; and oligomers. The elongated dense inorganic oxide particle is discussed above.

In an aspect of the invention, the porogen comprises

- core-shell nanoparticles where the core comprises an organic compound, such as a polymer or an organic compound with a boiling point below 200°C, and the shell comprises an inorganic oxide; and

- hollow inorganic nanoparticles.

In an aspect of the invention, the porogen comprises core-shell nanoparticles wherein the core comprises an organic compound, such as a polymer or an organic compound with a boiling point below 200°C, and the shell comprises an inorganic oxide.

In an aspect core-shell nanoparticles herein comprise

(a) core material comprising cationic polymer; and

(b) shell material comprising inorganic oxide.

In an aspect core-shell nanoparticles herein comprise

(a) core material comprising cationic polymer; and

(b) shell material comprising silica

In an aspect the core material comprises polymeric material (for example, homopolymers, random co-polymers, block-copolymers etc.). In an aspect the polymer is selected from polyesters, polyamides, polyurethanes, polystyrenes, poly(meth)acrylates, copolymers and combinations thereof. In an aspect the core comprises a poly(meth)acrylate. In an aspect polymer is selected from latexes, diblock-copolymers, triblock copolymers, and combinations thereof. In an aspect the polymer is a cationic copolymer comprising partially or fully quaternized amine functional vinyl monomer In an aspect the core-shell nanoparticles herein comprise:

(a) cationic core material comprising latex; and

(b) shell material comprising inorganic oxide.

In an aspect the core-shell nanoparticles herein comprise

(a) cationic core material comprising latex; and

(b) shell material comprising silica.

As used herein, the term‘latex’ refers to stabilized suspension of

polymeric particles. Preferably the suspension is an emulsion. Preferably the latex is cationic. The cationic group may be incorporated in to the polymer or may be added in any other form such as, for example, by the addition of a cationic surfactant.

In an aspect the cationic groups are at least partially bound to the polymer. In an aspect the cationic groups are incorporated into the polymer during polymerisation.

In an aspect the latex comprises polymer and cationic surfactant. In an aspect, the surfactant comprises ammonium surfactant. Any suitable polymer may be used such as, for example, homopolymers, random co-polymers, block-copolymers, diblock-copolymers, trib|ockcopolymers, and combinations thereof. The latex preferably comprises an aqueous cationic vinyl polymer.Preferably, the latex comprises a polymer comprising styrene monomers, (meth)acry|ic monomers, copolymers or combinations thereof.

In an aspect the porogens have an average particle size of 300 nm or less, preferably 200nm or less, more preferably 150 nm or less. In an aspect the porogens have an average particles size of 100 nm or less. In an aspect the porogens have an average particles size of 1 nm or more. Preferably the porogens have an average particle size of 10 nm or more. In aspect the porogens have an average particle size of 30 nm or more. Th average porogen size may be measured by Dynamic Light Scattering (DLS). Alternatively porogen size may be measured using Transmission Electron Microscopy (TEM).

In an aspect the porogens have an average size g where g = 1/2 x

(length + width) as measured using TEM. In an aspect g is 300 nm or less. In an aspect g is 200 nm or less. In an aspect g is 150 nm or less. In an aspect g is 100 nm or less. In an aspect g is 1 nm or more. In an aspect g is 10 nm or more. The core- shell nanoparticles herein typically have an average particle size is 300 nm or less, preferably 200nm or less, more preferably 150 nm or less. In an aspect the nanoparticles have an average particles size of 100 nm or less. The core- shell nanoparticles particles have an average size of 1 nm or more. Preferably the core- shell nanoparticles have an average size of 10 nm or more. In aspect the core- shell nanoparticles have an average particle size of 30 nm or more. The average particle size may be measured by Dynamic Light Scattering (DLS). Alternatively particle size may be measured using Transmission Electron Microscopy (TEM).

In an aspect the core-shell nanoparticles have an average size g where g = 1/2 x (length + width) as measured using TEM. In an aspect g is 300 nm or less. In an aspect g is 200 nm or less. In an aspect g is 150 nm or less. In an aspect g is 100 nm or less. In an aspect g is 1 nm or more. In an aspect g is 10 nm or more.

Preferably the average size of the core of the core-shell nanoparticles is 1 nm or more, more preferably 3 nm or more, even more preferably 6 nm or more. Preferably the average size of the core is 100 nm or less, more preferably 80 nm or less,

even more preferably 70 nm or less. The size of the core may be measured using TEM.

In an aspect the core has an average size as measured using TEM of 6 nm or more and 100 nm or less. In an aspect the core has an average size as measured using TEM of 6 nm or more and 80 nm or less. In an aspect the core has an average size as measured using TEM of 10 nm or more and 70 nm or less.

Preferably the shell of the core-shell nanoparticles has a thickness of at least 1 nm, more preferably of at least 5 nm, even more preferably of at least 10 nm. Preferably the shell has a thickness of 75 nm or less, more preferably 50 nm or less, even more preferably 25 nm or less. The shell thickness may be measured using TEM.

In an aspect the shell has a thickness as measured using TEM of 1 nm or more and 50 nm or less. In an aspect the shell has a thickness as measured using TEM of 5 nm or more and 25 nm or less. In an aspect the shell has a thickness as measured using TEM of 10 nm or more and 25 nm or less.

In an aspect of the invention the porogen accounts for 10 to 75 wt-% of the total amount of inorganic oxide equivalents in the coating formulation. In an aspect the porogen accounts for 20 to 50 wt-% of the total amount of inorganic oxide equivalents in the coating formulation. The inorganic binder typically comprises inorganic oxide particles with a diameter in the range of 0.1 to 7 nm and/or an inorganic oxide precursor with a diameter in the range of 0.1 to 7 nm. The inorganic binder is preferably an inorganic oxide particle or inorganic oxide precursor with a diameter in the order of 0.1 to 7 nm.

It is noted that the inorganic oxide particles may have a diameter of more than 7 nm, e.g. in the range of 7 to 10 nm. It is noted that the inorganic oxide precursor may have a diameter of more than 7 nm, e.g. in the range of 7 to 10 nm.

In an aspect of the invention the inorganic binder comprises inorganic oxide nanoparticles with an average diameter in the range of 0.1 to 7 nm.

In an aspect the inorganic binder typically comprises inorganic oxide particles with a diameter in the range of 0.1 to 5 nm and/or an inorganic oxide precursor with a diameter in the range of 0.1 to 5 nm.

The diameter of the inorganic oxide particle and / or the inorganic oxide precursor may be measured with Dynamic Light Scattering (DLS). Examples are pre oligomerized silicium alkoxide such as pre oligomerized tetraethoxysilane, pre

oligomerized titanium alkoxide and metal oxide sol gels. An example of an inorganic oxide particle and / or the inorganic oxide precursor includes metal oxide sols. Pre oligomerized silicium alkoxide is also referred to by the skilled person as pre oligomerized silicon alkoxide. An inorganic binder may for example be prepared as described in WO

2009/106456 (incorporated herein by reference).

The coating formulation according to the invention comprises a solvent. The solvent can be any solvent, combination of solvents or combination of solvents and additives, such as surfactants and stabilizers, that can realize a stable dispersion of the coating formulation. Typically, the solvent accounts for 80 - 98% of the mass of the coating formulation. Highly suitable solvents are isopropanol (IPA), water or combinations of solvents including IPA and/or water.

The coating formulations according to the invention comprises elongated dense inorganic oxide particles with an aspect ratio of at least 2, and a smaller diameter in the range of 3 to 20 nm in a coating on a substrate for improving anti-soiling properties of a substrate. It was highly unexpected that the shape of the dense inorganic oxide particles appeared to have a major influence on the anti-soiling properties of the coating and that it hence was possible to reduce the sensitivity to soiling of a substrate by coating it with a coating where elongated dense inorganic oxide particles were included. A coating prepared from a coating formulation comprising non-spherical particles such as elongated particles, in particular elongated dense inorganic oxide particles, demonstrates improved anti-soiling properties as compared to a coating prepared from a coating formulation without elongated dense inorganic oxide particles. In an aspect a coating prepared from a coating formulation comprising non-spherical particles such as elongated particles, in particular elongated dense inorganic oxide particles, demonstrates improved anti-soiling properties as compared to a coating prepared from a coating formulation comprising spherical particles. In other words, this method of reducing sensitivity to soiling of a substrate includes the steps of applying a coating formulation containing elongated dense inorganic oxide particles to a substrate, and convert the coating formulation into a functional coating for example by heating.

Another aspect of the invention concerns a solar module comprising a coated substrate according to the invention. Another aspect of the invention concerns a solar module comprising a coated substrate as described herein. Such solar module exhibits significantly better performance over time at lower operational costs. The reason for that being the reduced frequency of cleaning or the improved power output at the same frequency of cleaning, all of which become possible due to the enhanced anti-soiling properties of the coating of the invention that significantly reduces the soiling of said solar module. Other advantageous devices comprising the coated substrate according to the invention are greenhouse glass (or polymer membrane), concentrated solar modules, windows, displays. In some applications, such as for example roof top coating or container surfaces, the substrate may be non-transparent and the advantage of the invention is there focused on the ability of the anti-soiling coating to reduce collection of dirt on the substrate or to enhance cleanability of the coated substrate as compared to the uncoated substrate. The coating formulation may be applied to a substrate by any known technique in the art, for example dipping, brushing, spraying, spinning, slot die coating, aerosol coating or via the use of a roller. Spraying can be airless or with the use of conventional air, or electrostatic, or high volume/low pressure (HVLP) or aerosol coating. It is preferred that the coating formulation is applied by roll coating, aerosol coating or dip coating.

By functional coating is meant a coating that enhances mechanical, optical and/or electrical properties of the substrate to which the functional coating is attached. Examples of possible enhanced mechanical properties of a substrate coated with the coating of the invention are increased surface hardness, increased stiffness or wear properties as compared to the mechanical properties of the uncoated substrate. Examples of possible enhanced optical properties of a substrate coated with the coating of the invention are increased light transmittance from air through the functional coating and substrate compared to light transmittance directly from air through the substrate, and reduced reflectance from the interphase from air to the functional coating and the functional coating to the substrate compared to the reflectance directly from air to uncoated substrate. Examples of possible enhanced electrical properties of a substrate coated with the coating of the invention are increased conductivity as compared to the unconverted coating and/or to the uncoated substrate.

Another aspect of the invention concerns the use of a coating formulation comprising elongated inorganic oxide particles with an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm for improving anti-soiling properties of a substrate. Particularly, this embodiment concerns a coating formulation comprising coreshell nanoparticle as porogen where the core comprises an organic compound, such as a cationic polymer or an organic compound with a boiling point below 200°C, and the shell comprises an inorganic oxide, and from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound based on total ash rest after combustion at 600°C, 2 min in air. Another aspect of the invention includes the use of a coating formulation as described herein for improving anti-soiling properties of a substrate, such as a cover glass for a solar module.

Another aspect of the invention includes the use of a coating formulation comprising elongated dense inorganic oxide particles with an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm for improving anti-soiling properties of a substrate, wherein the coating formulation comprises core-shell nanoparticles as porogen, wherein the core comprises an organic compound, such as a polymer or an organic compound with a boiling point below 200°C, the shell comprises a inorganic oxide; and the formulation comprises from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound.

Another aspect of the invention includes the use of the combination of

elongated dense inorganic oxide particles having an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm; and

an aluminium containing compound,

to improve anti-soiling properties of a substrate. Another aspect of the invention includes the use of elongated dense inorganic oxide particles with an aspect ratio of at least 2, and a smaller diameter in the range of 3 to 20 nm to reduce the soiling of a solar module.

Another aspect of the invention includes the use of the combination of

- elongated dense inorganic oxide particles having an aspect ratio of at least 2 and a smaller diameter in the range of 3 to 20 nm; and

an aluminium containing compound,

to reduce the soiling of a solar module.

Embodiments of the invention include the following:

1. A coating formulation comprising

- from 2 to 18 wt-% based on oxide equivalents of inorganics of elongated dense oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of 3 to 20 nm as measured from at least one TEM image;

- a porogen capable of forming pores with a diameter in the range of 10 to 120 nm;

- an inorganic oxide binder; and

- a solvent,

2. The coating formulation according to any one of the preceding embodiments, wherein the aluminium oxide equivalents of aluminium containing compound based on total ash rest after combustion at 600°C, 2 min in air is as measured using ICP- MS.

3. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles comprise elongated silica particles having an average diameter of from 3 to 20 nm and an average length of from 10 to 150 nm, preferably as measured from at least one TEM image.

4. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles are elongated silica particles having an average diameter of from 3 to 20 nm and an average length of from 10 to 150 nm, preferably as measured from at least one TEM image. 5. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles comprise elongated silica particles having an average diameter of from 2 to 20 nm and an average length of from 10 to 60 nm, preferably as measured from at least one TEM image.

6. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles comprise elongated silica particles having an average diameter of from 2 to 20 nm and an average length of from 10 to 40 nm, preferably as measured from at least one TEM image.

7. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles are elongated silica particles having an average diameter of from 2 to 20 nm and an average length of from 10 to 40 nm, preferably as measured from at least one TEM image.

8. The coating formulation according to any one of the preceding embodiments, wherein the elongated dense oxide particles comprise elongated silica particles having an average diameter of from 4 to 15 nm and an average length of from 40 to 100 nm, preferably as measured from at least one TEM image.

9. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 14 wt-% aluminium oxide equivalents of aluminium containing compound.

10. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 13 wt-% aluminium oxide equivalents of aluminium containing compound.

1 1 . The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 12 wt-% aluminium oxide equivalents of aluminium containing compound.

12. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 1 1 wt-% aluminium oxide equivalents of aluminium containing compound.

13. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 10 wt-% aluminium oxide equivalents of aluminium containing compound.

14. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 9 wt-% aluminium oxide equivalents of aluminium containing compound.

15. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 to 8 wt-% aluminium oxide equivalents of aluminium containing compound. 16. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 ,5 to 12 wt-% aluminium oxide equivalents of aluminium containing compound.

17. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 ,5 to 10 wt-% aluminium oxide equivalents of aluminium containing compound.

18. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 ,5 to 9 wt-% aluminium oxide equivalents of aluminium containing compound.

19. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 1 ,5 to 8 wt-% aluminium oxide equivalents of aluminium containing compound.

20. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 10 wt-% aluminium oxide equivalents of aluminium containing compound.

21 . The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 9 wt-% aluminium oxide equivalents of aluminium containing compound.

22. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 8 wt-% aluminium oxide equivalents of aluminium containing compound.

23. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 15 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

24. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 14 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

25. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 13 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

26. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 2 to 12 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

27. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 3 to 15 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles. 28. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 3 to 14 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

29. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 3 to 13 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

30. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 3 to 12 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

31 . The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 4 to 15 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

32. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 4 to 14 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

33. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 4 to 13 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

34. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 4 to 12 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

35. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 5 to 15 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

36. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 5 to 14 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

37. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 5 to 13 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

38. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 5 to 12 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

39. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 6 to 14 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles. 40. The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 6 to 13 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

41 . The coating formulation according to any one of the preceding embodiments, wherein the coating formulation comprises from 6 to 12 wt-% based on oxide equivalents of inorganics of elongated inorganic dense oxide particles.

42. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises a core-shell nanoparticle wherein the core comprises an organic compound, and the shell comprises an inorganic oxide.

43. The coating formulation according to any one of the preceding embodiments, wherein the organic compound comprises a polymer, preferably a cationic polymer.

44. The coating formulation according to any one of the preceding embodiments, wherein the organic compound has a boiling point of below 200°C.

45. The coating formulation according to any one of the preceding embodiments, wherein the organic compound comprises a cationic polymer.

46. The coating formulation according to any one of the preceding embodiments, wherein the cationic polymer comprises poly(meth)acrylate and/or a copolymers thereof.

47. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises a cationically stabilized co-polymer micelle.

48. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises a cationically stabilized a diblock or triblock copolymer.

49. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises a latex.

50. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises a cationically stabilized latex.

51 . The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises hollow inorganic particles, such as a hollow silica particles.

52. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises block copolymers obtained from ethylene oxide and propylene oxide.

53. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises triblock copolymer comprising poly(ethylene oxide) (PEO) and polypropylene oxide) (PPO). 54. The coating formulation according to any one of the preceding embodiments, wherein the porogen comprises core-shell nanoparticle where the core comprises an organic compound, such as a cationic polymer or an organic compound with a boiling point below 200°C, and the shell comprises an inorganic oxide; and hollow inorganic nanoparticles.

55. The coating formulation according to any one of the preceding embodiments, wherein the porogen account for 10 to 75 wt-% of the total amount of inorganic oxide in the coating formulation,

56. The coating formulation according to any one of the preceding embodiments, wherein the porogen accounts for 18 to 50 wt-% of the total amount of inorganic oxide in the coating formulation.

57. The coating formulation according to any one of the preceding embodiments, wherein the porogen accounts for 18 to 40 wt-% of the total amount of inorganic oxide in the coating formulation.

58. The coating formulation according to any one of the preceding embodiments, wherein the inorganic binder comprises inorganic oxide nanoparticles with a number average diameter in the range of 0.1 to 7 nm.

59. The coating formulation according to any one of the preceding embodiments, wherein the porogen has an average size of 20-150 nm as measured using DLS.

60. The coating formulation according to any one of the preceding embodiments, wherein the porogen has an average size of 20-120 nm as measured using DLS.

61 . A method of preparing a coated substrate comprising the steps of

- providing a substrate;

providing a coating formulation according to any one of the preceding embodiments;

applying the coating formulation on the substrate;

drying the coating formulation on the substrate; and

converting the coating formulation on the substrate into a coated substrate.

62. A method of preparing a coated substrate comprising the steps of

a. providing a substrate having a first surface;

b. providing a coating formulation according to any one of the preceding embodiments;

c. applying the coating formulation on the first surface of the substrate; d. drying the applied coating formulation; and e. converting the substrate with dried coating formulation into a coated substrate comprising a coating layer on the first surface, for example by heating, such as by heating above 400 degrees Celsius. A coated substrate obtainable by a method according to any one of the preceding embodiments.

A coated substrate obtainable by a method according to any one of the preceding embodiments, demonstrating improved anti-soiling properties.

A coated substrate comprising:

i. a substrate; and

wherein the anti-reflective coating comprises

pores with a diameter in the range of 10 to 120 nm, preferably 30 to 100 nm; and elongated dense inorganic oxide particles with an aspect ratio of at least 2, and an average smaller diameter in the range of 3 to 20 nm as measured from at least one

TEM image; and

from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound.

The coated substrate according to any one of the preceding embodiments, wherein the substrate comprises a transparent solid sheet member, and a base coating layer interposed between the first surface and the coating layer on the first surface, preferably the base coating is selected from the group of barrier coatings and anti- reflective coatings.

The coated substrate according to any one of the preceding embodiments, wherein the substrate is a polymer sheet or a glass member, preferably the glass member comprises structured glass such as MM or SM glass.

The coated substrate according to any one of the preceding embodiments, wherein the substrate comprises a transparent solid sheet member with a base coating on a first side of the sheet member so the base coating forms at least a part of the first surface of the substrate, preferably the base coating is selected from the group of barrier coatings and anti-reflective coatings.

The coated substrate according to according to any one of the preceding embodiments, wherein the mass ratio of inorganic oxide originating from the elongated dense inorganic oxide particles to total inorganic oxide of the coating is higher in the 20 nm of the coating closest to the outer surface of the coated substrate than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating,

preferably the mass ratio of inorganic oxide originating from the dense inorganic oxide particles to total inorganic oxide of the coating is at least 50% higher in the 20 nm of the coating closest to the outer surface than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating,

more preferably the mass ratio of inorganic oxide originating from the dense inorganic oxide particles to total inorganic oxide of the coating is at least twice as high in the 20 nm of the coating closest to the outer surface than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating.

70. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR, with is at least 55%, wherein T is the average transmittance in the wavelength range from 380-1 100 nm, Substrate refers to substrate without coating, Coating refers to the substrate with double sided coating, 0 refers to before soil test and soil refers to after soil test.

71 . The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR, of 60%.

72. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least 65%.

73. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least

70%.

74. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least 75%,

75. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least 80%, 76. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least 85%,

77. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR is at least 90%.

78. The coated substrate according to any one of the preceding embodiments, wherein the coated substrate demonstrates a substrate-coating anti-reflective effect, ARE, with

ARE Tcoated substrate, 0 ^Substrate, 0

of at least 2%, where T is the average transmittance in the wavelength range from 380-1 100 nm, Substrate refers to substrate without coating, Coated substrate refers to the substrate with double sided coating and 0 refers to before soil test.

79. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates an ARE of at least 3%,

80. The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates an ARE of at least 4%,

81 . The coated substrate according to any one of the preceding embodiments, wherein the substrate demonstrates an ARE of at least 5%,

82. The coated substrate according to any one of the preceding embodiments, wherein the mass ratio of inorganic oxide originating from the elongated dense inorganic oxide particles to total inorganic oxide of the coating is higher in a 20 nm thick top layer of the coating closest to the outer surface of the coated substrate than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating,

preferably the mass ratio of inorganic oxide originating from the dense inorganic oxide particles to total inorganic oxide of the coating is at least 50% higher in the top layer of the coating than the average mass ratio of the inorganic oxide originating from elongated dense inorganic oxide particles to total inorganic oxide of the coating,

more preferably the mass ratio of inorganic oxide originating from the elongated dense inorganic oxide particles to total inorganic oxide of the coating is at least twice as high in the top layer the coating than the average mass ratio of the inorganic oxide originating from dense inorganic oxide particles to total inorganic oxide of the coating.

83. The coated substrate according to any one of the preceding embodiments, wherein the substrate is a cover glass for a solar module. 84. A solar module comprising a coated substrate according to any one of the preceding embodiments.

85. Use of the composition according to any one of the preceding embodiments to reduce the frequency of cleaning of substrate, preferably glass.

86. Use of the composition according to any one of the preceding embodiments to improve anti-soiling properties of a substrate, preferably glass

87. Use of the composition according to any one of the preceding embodiments to reduce the frequency of cleaning of a cover glass of a solar module.

88. Use of the composition according to any one of the preceding embodiments to improve anti-soiling properties of the cover glass of a solar module.

MEASUREMENTS

Method of optical measurement

The optical properties were measured in the wavelength region from 380-1 100 nm using an Optosol Transpec VIS-NIR spectrophotometer equipped with an integrating sphere. The average transmittance and Max T% (l at Max) are determined. The results are listed below.

Method of soiling measurement

Soiling procedure : The anti-soiling properties of the coatings was tested with a Taber Oscillating Abrasion Tester (model 6160) using commercially available Arizona test dust from quartz A4 coarse (size varying from 1 to 200 pm) as soiling medium, commercially available from KSL Staubtechnik GMBH. The 100 x 100 mm glass plate to be tested were first cleaned with deionized water and a soft cloth, rinsed with laboratory grade ethanol and left to dry overnight. The coated sample was then placed in the tray of the Taber Oscillating table so that the top surface of the glass plate was at the same height as the sample holder inside the tray. Next, 20 g of Arizona test dust was gently dispersed over the whole glass plate using a brush. The soiling procedure (300 cycles at a speed of 100 cycles per minute; one cycle is defined as a full revolution of the circular drive disk: one completed back-and-forth movement of the tray) was performed. The test sample was then removed from the tray and gently tapped to remove the excess of sand on its surface. The back side of the tested glass plate was gently wiped with a soft cloth to remove any dust adhering under the plate. The relative humidity in the testing environment was at 36 %RH and the temperature was 21 °C.

Soiling evaluation : The degree of soiling of the coatings was determined by relative loss in transmittance after soiling, measured with Optosol Transpec VIS-NIR spectrophotometer. To that end, transmittance spectra were recorded prior and post artificial soiling via the Taber Oscillating Abrasion Tester. Subsequently, the average of transmittance over 380-1 100 nm spectra is established. Based on the resulting differences between the before and after values of the average transmittance over 380-1 100 nm recorded in the spectra, conclusions regarding the level of soiling and hence the effectiveness of the anti-soiling coatings can be drawn.

Method for determining inorganic oxide composition Cured sample is scraped off substrate with razorblade. The scrapings is rinsed from the substrate with ethanol and collected. One drop of ethanol suspension is transferred to carbon grid and dried, where after the elemental composition is determined by STEM EDX on scrapings arranged on the edge of the carbon grid. At least components Si, O and Al are measured and amounts are determined by the software Esprit 1.9.

Method for determining size of pores

Pore size of porogen pores, i.e. pores with a diameter in the range of 10 to 120 nm, is defined as the length of a line indicating the longest distance between walls of the pore on a cross section orthogonal to the surface of the substrate as measured by SEM. For irregular pore, the line indicating the longest distance may go outside pore. As is well known SEM stands for Scanning Electron Microscopy.

For binder pores with a pore size from 1 to 10 nm, ellipsometry is used to measure the pore size, using the method indicated herein. Since the method utilizes sorption of water in the pores, the measured size corresponds to the smallest diameter of the pore.

Method for determining size of particles

The size of the binder particles and the size of the elongated dense inorganic particles are measured using CryoTEM. The average size is the number average size based on ten randomly selected particles.

Ellipsometry

The volume fraction and pore size distribution of binder pores are determined by water sorption under variation of relative partial pressure of water. In a pore size regime ranging from 2 to 50 nm, the saturation pressure (and hence condensation/evaporation of water in the pores) is a function of the smallest dimension of the pore as described by the Kelvin equation. Condensation of water in the pores drastically changes the optical properties of the coating due to the difference in density between water and air, which optical properties are measured by ellipsometry.

Sample preparation depends on substrate type. For float glass, a scotch tape was applied on the backside of the glass to reduce backside reflections. For SM glass, measurement is done using focusing probes to reduce light scattering induced by the sample roughness. No scotch tape is applied at the backside in the case of SM glass. The ellipsometer used is a Woollam M-2000 Ul running CompleteEase (Woollam) version 5.20. Typically the refractive index herein is reported at an optical wavelength of 600 nm. Data analysis/Method for modeling

The experimental data are analyzed by fitting to optical models built using CompleteEase. The bare, uncoated substrate is measured first and then fitted using a b- spline model. The coating layer is described by a Cauchy model, using the first two terms of the series development, A and B. For the evaluation of the model, the data measured at 35% rH was used.

EXAMPLES

Example 1 : Preparation of core-shell particle solution

Core-shell particles were prepared by the same method as disclosed in W02009/030703 using isopropanol instead of ethanol. The solution was further diluted with isopropanol to a concentration of 10.0 wt-% silica equivalents and had a particle size of 135 nm.

Example 2: Preparation of inorganic binder

Silica based inorganic binder was prepared from tetraethoxysilane was prepared by the same method as disclosed in WO 201 1/157820 and further diluted with isopropanol to achieve a binder solution of about 2 wt-% silica equivalents and a particle size of 3-5 nm.

Example 3: Preparation of stock solutions

Al-Stock solution was prepared by dissolving AI(N0₃)₃.9H20 (Fluka, 06275 Lot SZBG0830V) into a mixture of isopropanol (Brenntag, batch 1/103/3jul 15/13333, Ref 2427801 ) and methoxypropanol (Sigma Aldrich, Lot K49958738820) to a solid content of 5%. Thereafter the solution was further diluted with isopropanol to 2 wt-% alumina equivalents.

Stock solution of elongated IPA-ST-UP particles was prepared by diluting IPA-ST-UP (Nissan Chemical, Lot 1 1 1002) with isopropanol to a concentration of 2 wt-% of oxide equivalents. This stock solution was used to prepare the samples in Table 1.

Example 4: Preparation of coating formulations

All formulations were made in a 500 ml semi-transparent HDPE bottle with lid. Amounts of each component are indicated in Table 1. Core-shell solution weighted and 2-propanol was added and the bottle shaken. To this mixture, the inorganic binder was added and the bottle shaken. Subsequently the diluted Al-stock solution was added, and finally the stock solution of elongated particles was added. Amounts of each component are indicated in Table 6.

Example 5: Coating of samples

Coatings were prepared with coating formulations that were used were maximum 48 h old. All samples were soiled within 48 h after preparation of the coating. Formulations were filled into a rectangular shaped container, with an inner size of 2.5^*11^*1 1 cm filled with approximately 200 g of coating formulation.

Glass used was 3.2 mm Pilkington Optiwhite S float glass cut into 10^*10 cm plates. Plates were washed and dried prior to coating application. Dipping conditions were: 18.5-21.4°C; relative humidity <20% rH; dipping speed was varied between 4 and 5 mm/s as indicated in Table 1. The dipping speed was set such that an optical thickness of about 600 nm was obtained.

Table 1 :

Example 6: Conversion of applied coating formulation into a functional coating

The coated samples listed in table 1 were dried at least 15 minutes at room temperature and thereafter cured by heating in an oven at 650°C for 3.5 minutes. This treatment is like the thermal conversion realized during the tempering process typically used for cover glass for PV solar modules. The results of the optical measurements are listed in Table 2.

Examples of transmission measurement for sample A2 before and after soiling are shown in Fig. 1. It is observed that soiling dramatically reduced the

transmission. In Fig. 2, the transmission measurement for sample E according to the invention is shown. Here, the transmission before and after soiling are very close.

It is observed that a stable coating formulation leading to an even coating was achieved for a coating formulation containing core-shell particles and inorganic binder, whereas the same coating formulation became unstable leading to un-even coatings and sedimentation in the coating formulation starting within days when elongated particles were added. When this formulation further contained aluminum species, the resulting coating formulation was stable and the achieved coating showed both anti-reflection and anti- soiling behavior.

Table 2

0 (comp) means uncoated glass

*AS loss is transmission loss after soiling on the same plate, %Tprior soil minus %Tafter soil based on average T% 380-1 100 nm.

% IPA-ST-UP is wt% inorganic oxide equivalents originating from IPA-ST-UP particles as compared to the total amount of silicon oxide in the coating formulation: m(IPA- ST-UP)/m(Si0₂)*100=wt% IPA-ST-UP

% AI203 is wt% based on aluminum oxide equivalents as compared to the total amount of inorganic oxide in the coating formulation m(AI203)/ (m(AI203)+m(Si02)))^*100= wt% AI203 with m the amount of grams used.

Claims

1. A coating formulation comprising

i. from 2 to 18 wt-% based on oxide equivalents of inorganics of elongated dense oxide particles with an aspect ratio of at least 2 and an average smaller diameter in the range of from 3 to 20 nm, and

ii. a porogen capable of forming pores with a diameter in the range of from 10 to 120 nm,

iii. an inorganic oxide binder, and

iv. a solvent,

wherein the coating formulation comprises from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound based on total ash rest after combustion at 600°C, 2 min in air.

2. The coating formulation according to claim 1 , wherein the elongated dense oxide particles comprise elongated silica particles having an average diameter of from 3 to 20 nm and an average length of from 30 to 150 nm, preferably as measured by TEM.

3. The coating formulation according to claim 1 or claim 2, wherein the porogen

comprises a core-shell nanoparticle wherein the core comprises an organic compound, and the shell comprises an inorganic oxide.

4. The coating formulation according to claim 3 wherein the organic compound

comprises a polymer, preferably a cationic polymer.

5. The coating formulation according to any one of claims 1 to 4, wherein the porogen accounts for from 10 to 75 wt-% of the total amount of inorganic oxide in the coating formulation, preferably the porogen accounts for from 20 to 50 wt-% of the total amount of inorganic oxide in the coating formulation.

6. The coating formulation according to any one of claims 1 to 5 wherein the inorganic binder comprises inorganic oxide nano-particles with a number average diameter in the range of from 0.1 to 7 nm.

7. A method of preparing a coated substrate comprising the steps of

- providing a substrate;

providing a coating formulation according to any one of claims 1 to 6; applying the coating formulation on the substrate; drying the coating formulation on the substrate; and

converting the coating formulation on the substrate into a coated substrate.

8. A coated substrate obtainable by a method according to claim 7

9. A coated substrate comprising:

i. a substrate; and

wherein the anti-reflective coating comprises

- pores with a diameter in the range of from 10 to 120 nm, preferably 30 to

100 nm; and

elongated dense inorganic oxide particles with an aspect ratio of at least 2, and a smaller diameter in the range of from 3 to 20 nm as measured from at least one TEM image; and

- of from 0.5 to 15 wt-% aluminium oxide equivalents of aluminium containing compound.

10. The coated substrate according to claim 8 or 9, wherein the substrate demonstrates a substrate-coating anti-soiling ratio, ASR, with is at least 50%, preferably the substrate-coating ASR is at least 55%, more preferably the substrate-coating ASR is at least 60%, and most preferably the substrate-coating ASR is at least 70%, wherein T is the average transmittance in the wavelength range of from 380 to1 100 nm, Substrate refers to substrate without coating, Coating refers to the substrate with double sided coating, 0 refers to before soil test and soil refers to after soil test.

1 1 . The coated substrate according any one of claims 8 to 10, wherein the coated substrate has a substrate-coating anti-reflective effect, ARE, with

ARE Tc_oat_ed substrate, 0 ^Substrate of at least 2%, preferably the ARE is at least 3%, more preferably the ARE is at least 4%, where T is the average transmittance from in the wavelength range of from 380-1 100 nm, Substrate refers to substrate without coating, Coated substrate refers to the substrate with double sided coating and 0 refers to before soil test.

12. The coated substrate according to any one of claims 8 to 1 1 , wherein the substrate is a cover glass for a solar module.

13. A solar module comprising a coated substrate according to any one of claims 8 to 12.

14. Use of the composition as defined in any one of claims 1 to 6 to improve anti-soiling properties of a substrate, preferably glass.

15. Use to according to claim 14 to improve anti-soiling properties of the cover glass of a solar module.