CN106406089A - Environmental protection facility operating parameter optimization method and device - Google Patents
Environmental protection facility operating parameter optimization method and device Download PDFInfo
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- CN106406089A CN106406089A CN201610798898.0A CN201610798898A CN106406089A CN 106406089 A CN106406089 A CN 106406089A CN 201610798898 A CN201610798898 A CN 201610798898A CN 106406089 A CN106406089 A CN 106406089A
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- G—PHYSICS
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- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/042—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance
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Abstract
The invention discloses an environmental protection facility operating parameter optimization method and device. The environmental protection facility operating parameter optimization method includes the following steps that: the preset parameter values of an environmental protection facility and operating result values corresponding to the preset parameter values are obtained; optimization is carried out according to a preset first-level optimization rule and the operating result values, so that preset parameter values which reach standards and operating result values corresponding to the preset parameter values which reach standards are determined; working condition grouping is performed on the preset parameter values which reach standards and the operating result values corresponding to the preset parameter values which reach standards according to a preset working condition clustering rule and the preset parameter values; and the performance coefficients of the preset parameter values are calculated according to a preset algorithm and the operating result values, and optimal operating parameter values under each working condition are determined according to the performance coefficients. According to the environmental protection facility operating parameter optimization method and device provided by the technical schemes of the present invention, the optimal operating parameters of the environmental protection facility are determined according to the operating parameters and operating results of the environmental protection facility, and therefore, the environmental protection facility can work under an optimal operating state.
Description
Technical field
The present embodiments relate to device parameter optimization technology, more particularly, to a kind of optimizing side of environmental protection facility operational factor
Method and device.
Background technology
With the attention to environmental protection industry (epi) for the country, the development of environmental protection industry (epi) is accelerated continuous, but can not be ignored is ring
The automatization level protecting industry is relatively low, and existing environmental protection facility relies on the initial parameter that dispatches from the factory of facility, equipment to run, with facility fortune
The increase of the row time limit, facility performance changes it is difficult to make facility optimized running under the conditions of current working.
And environmental protection facility is to be combined to form by multiple equipment, multiple biochemical process, the optimum operation of single equipment can not
The total optimization realizing environmental protection facility runs；Or be adjusted according to artificial experience, subjectivity impact is larger, and cannot adapt to many
The working condition becoming, facility is difficult to optimize and runs；Minority environmental protection facility carries out auxiliary adjustment according to analogue system, but is limited to imitate
True systematic parameter can not adjust in time with working conditions change, is therefore also difficult to ensure that facility with according to analogue system parameters obtained
Parameters optimization is run, and can only operate in one under given conditions compared with the figure of merit it is impossible to adapt to changeable working condition.
Content of the invention
The present invention provides a kind of optimization method of environmental protection facility operational factor and device, to realize determining environmental protection facility
Excellent operational factor.
In a first aspect, embodiments providing a kind of optimization method of environmental protection facility operational factor, including：
Obtain the preset parameter value of environmental protection facility and its corresponding operation result value；
Optimizing is carried out according to the regular and described operation result value of default one-level optimizing, determine preset parameter value up to standard and its
Corresponding operation result value；
According to default operating mode clustering rule and described preset parameter value, to described preset parameter value up to standard and its corresponding
Operation result value carries out operating mode packet；
Calculate the coefficient of performance of described preset parameter value according to preset algorithm and described operation result value, and according to performance demands
Number determines the optimized operation parameter value under each working condition.
Further, preset parameter value includes：Duty parameter and equipment operational factor.
Further, optimizing is carried out according to the regular and described operation result value of default one-level optimizing, determine up to standard presetting
Parameter value and its corresponding operation result value include：
Described operation result value is contrasted with national standard；
The described operation result value and its corresponding described preset parameter value that meet described national standard are defined as up to standard
Preset parameter value and its corresponding operation result value.
Further, according to default operating mode clustering rule and described preset parameter value, to described preset parameter value up to standard
And its corresponding operation result value carries out operating mode packet and includes：
According to the duty parameter in default operating mode grade and described preset parameter value, to described preset parameter value up to standard and
Its corresponding operation result value carries out operating mode packet.
Further, the coefficient of performance of described preset parameter value is calculated according to preset algorithm and described operation result value, and
Determine that according to the coefficient of performance optimized operation parameter value under each working condition includes：
Using the sum of products of described operation result value and its coefficient of correspondence as described preset parameter value the coefficient of performance；
The coefficient of performance of each described preset parameter value in contrast operating mode packet, by the described parameter preset that the coefficient of performance is optimum
Value is defined as described optimized operation parameter value.
Second aspect, the embodiment of the present invention additionally provides a kind of optimization device of environmental protection facility operational factor, including：
Data acquisition module, for obtaining the preset parameter value of environmental protection facility and its corresponding operation result value；
Data Ll optimizing module, for optimizing is carried out according to the default regular and described operation result value of one-level optimizing, really
Fixed preset parameter value up to standard and its corresponding operation result value；
Packet module, for according to default operating mode clustering rule and described preset parameter value, to up to standard described pre-
Setting parameter value and its corresponding operation result value carry out operating mode packet；
Optimized parameter determining module, for calculating described preset parameter value according to preset algorithm and described operation result value
The coefficient of performance, and the optimized operation parameter value under each working condition is determined according to the coefficient of performance.
Further, preset parameter value includes：Duty parameter and equipment operational factor.
Further, data Ll optimizing module specifically for：
Described operation result value is contrasted with national standard；
The described operation result value and its corresponding described preset parameter value that meet described national standard are defined as up to standard
Preset parameter value and its corresponding operation result value.
Further, packet module specifically for：
According to the duty parameter in default operating mode grade and described preset parameter value, to described preset parameter value up to standard and
Its corresponding operation result value carries out operating mode packet.
Further, optimized parameter determining module specifically for：
Using the sum of products of described operation result value and its coefficient of correspondence as described preset parameter value the coefficient of performance；
The coefficient of performance of each described preset parameter value in contrast operating mode packet, by the described parameter preset that the coefficient of performance is optimum
Value is defined as described optimized operation parameter value.
The present invention passes through the operational factor and operation result according to environmental protection facility, determines the optimized operation ginseng of environmental protection facility
Number, solves the problems, such as that adjusting single equipment in environmental protection facility cannot ensure that environmental protection facility total optimization runs, and realize determining environmental protection
The optimized operation parameter of facility, makes the effect that environmental protection facility works under optimal operational condition.
Brief description
Fig. 1 is the flow chart of the optimization method of one of embodiment of the present invention one environmental protection facility operational factor；
Fig. 2 is the flow chart of the optimization method of one of embodiment of the present invention two environmental protection facility operational factor；
Fig. 3 is the structural representation of the optimization device of one of embodiment of the present invention three environmental protection facility operational factor.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention, rather than limitation of the invention.It also should be noted that, in order to just
Part related to the present invention rather than entire infrastructure is illustrate only in description, accompanying drawing.
Embodiment one
A kind of flow chart of the optimization method of environmental protection facility operational factor that Fig. 1 provides for the embodiment of the present invention one, this reality
Apply example and be applicable to determine the situation of the optimized operation parameter of environmental protection facility, the method can seeking by environmental protection facility operational factor
Excellent device executing, can be realized by hardware and/or software, and the method specifically includes following steps by this device：
Step 110, the preset parameter value obtaining environmental protection facility and its corresponding operation result value.
Wherein, by network communications technology, by preset parameter value and its corresponding operation result Value Data information and work as
Front time tranfer is to data base；Wherein data base can be on local data base or line or cloud database, optional
, preset parameter value includes：Duty parameter and equipment operational factor.Duty parameter is including but not limited to intake COD
(Chemical Oxygen Demand, COD), influent ammonia nitrogen, amount of inlet water, inlet flow-patterm, water inlet dissolved oxygen, influent turbidity, dirt
Mud concentration, biochemistry pool dissolved oxygen and Sludge Property parameter etc..Equipment operational factor includes but is not limited to aerator running frequency, drum
Fan operation electric current, aerator run time, aerator rated power, aerator effective power, aerator power consumption, elevator pump
Running frequency, lifting pump lift, elevator pump running current, lifting pump operation duration, lifting pump operation power, the specified work(of elevator pump
Energy, the actual lift of elevator pump, return sludge ratio and external reflux ratio.Operation result value includes but is not limited to water outlet COD, water outlet ammonia
Nitrogen, water outlet pH, delivery turbidity, the water outlet water yield, water outlet residual chlorine amount, water outlet COD and water outlet dissolved oxygen.Data base will connect
The time received and the data such as duty parameter value, are stored according to rule, such as according to the time, at that time duty parameter value, work as luck
Line parameter value and at that time operation result value are arranged in order and are stored.
Step 120, basis default one-level optimizing rule and operation result value carry out optimizing, determine preset parameter value up to standard
And its corresponding operation result value.
Wherein, one-level optimizing is carried out to operation result value according to default one-level optimizing rule, be up to the upper of preset standard
State optimizing result and be stored in data base.
Optionally, operation result value and national standard are contrasted；
The operation result value and its corresponding preset parameter value that meet national standard are defined as preset parameter value up to standard
And its corresponding operation result value.
Step 130, according to default operating mode clustering rule and preset parameter value, to preset parameter value up to standard and its corresponding
Operation result value carries out operating mode packet.
Wherein, default operating mode clustering rule is directed to duty parameter value and presets cluster standard, will according to default cluster standard
Preset parameter value and its corresponding operation result value are divided in the operating mode packet of corresponding cluster standard.
Step 140, the coefficient of performance according to preset algorithm and operation result value calculating preset parameter value, and according to performance demands
Number determines the optimized operation parameter value under each working condition.
Wherein, the coefficient of performance is calculated according to default capabilities coefficient formula and operation result value, and with the coefficient of performance for controlling
Index, carries out optimizing in the packet of different operating modes, determines the optimal performance coefficient in each operating mode packet.Can be using intelligence
Algorithm, such as neural network algorithm and iterative algorithm carry out optimizing.Optionally, persistently obtain environmental protection facility to run normal
During duty parameter value, operational parameter value and operation result value, be stored in tables of data in data base, periodically transported
Line parameter value optimizing operates, and updates optimized operation parameter value it is ensured that environmental protection facility is operated in optimum Working.
The technical scheme of the present embodiment, by the operational factor according to environmental protection facility and operation result, determines environmental protection facility
Optimized operation parameter, solve the problems, such as adjust environmental protection facility in single equipment cannot ensure environmental protection facility total optimization run,
Realize determining the optimized operation parameter of environmental protection facility, make the effect that environmental protection facility works under optimal operational condition.
Embodiment two
A kind of flow chart of the optimization method of environmental protection facility operational factor that Fig. 2 provides for the embodiment of the present invention two, this reality
The technical scheme applying example is to refine further on the basis of above-described embodiment, and step 130 includes：
Step 210, according to the duty parameter in default operating mode grade and preset parameter value, to preset parameter value up to standard and
Its corresponding operation result value carries out operating mode packet.
Wherein, the duty parameter that preset parameter value includes is compared with the standards at different levels of default operating mode grade, root
Determine the operating mode packet belonging to duty parameter according to comparative result, that is, duty parameter be in default operating mode grade interval it is determined that
This operating mode packet that duty parameter belongs to, and then by preset parameter value and its packing packet of corresponding operation result value, it is included into symbol
Close in the operating mode packet of packet standard.
Further, step 140 includes：
Step 220, using the sum of products of operation result value and its coefficient of correspondence as preset parameter value the coefficient of performance.
Wherein, defining the coefficient of performance is X, and the coefficient of performance calculates according to equation below,
X=λ1C1+λ2C2+…λtCt+λnCn
Wherein, CiFor an achievement data in operation result value；λiIt is with respect to CiCoefficient, λi∈ (0～1), ∑ λi
=1；N is the achievement data sum in operation result.
The coefficient of performance of each preset parameter value in step 230, contrast operating mode packet, by the parameter preset that the coefficient of performance is optimum
Value is defined as optimized operation parameter value.
Wherein, after calculating each operating mode respectively and being grouped the corresponding coefficient of performance, each preset parameter value during operating mode is grouped
The corresponding coefficient of performance is compared, and determines optimized operation parameter value according to comparative result.The different operating mode grade of storage, optimality
Energy coefficient and corresponding operation result value, operational parameter value are in data base.
The technical scheme of the present embodiment, by the contrast of the coefficient of performance under different operating mode grades, determines optimal performance coefficient,
And then determine optimized operation parameter value.
Embodiment three
A kind of structural representation of the optimization device of environmental protection facility operational factor that Fig. 3 provides for the embodiment of the present invention three,
The optimization device 30 of environmental protection facility operational factor includes：
Data acquisition module 310, for obtaining the preset parameter value of environmental protection facility and its corresponding operation result value；
Data Ll optimizing module 320, for carrying out optimizing according to default one-level optimizing rule and operation result value, determines
Preset parameter value up to standard and its corresponding operation result value；
Packet module 330, for according to default operating mode clustering rule and preset parameter value, to parameter preset up to standard
Value and its corresponding operation result value carry out operating mode packet；
Optimized parameter determining module 340, for calculating the performance of preset parameter value according to preset algorithm and operation result value
Coefficient, and the optimized operation parameter value under each working condition is determined according to the coefficient of performance.
Optionally, preset parameter value includes：Duty parameter and equipment operational factor.
Optionally, data Ll optimizing module specifically for：
Operation result value and national standard are contrasted；
The operation result value and its corresponding preset parameter value that meet national standard are defined as preset parameter value up to standard
And its corresponding operation result value.
Optionally, packet module specifically for：
According to the duty parameter in default operating mode grade and preset parameter value, to preset parameter value up to standard and its corresponding
Operation result value carries out operating mode packet.
Optionally, optimized parameter determining module specifically for：
Using the sum of products of operation result value and its coefficient of correspondence as preset parameter value the coefficient of performance；
In contrast operating mode packet, the coefficient of performance of each preset parameter value, the optimum preset parameter value of the coefficient of performance is defined as
Optimized operation parameter value.
Note, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious changes,
Readjust and substitute without departing from protection scope of the present invention.Therefore although being carried out to the present invention by above example
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
Other Equivalent embodiments more can be included, and the scope of the present invention is determined by scope of the appended claims.
Claims (10)
1. a kind of optimization method of environmental protection facility operational factor is it is characterised in that include：
Obtain the preset parameter value of environmental protection facility and its corresponding operation result value；
Optimizing is carried out according to the regular and described operation result value of default one-level optimizing, determines preset parameter value up to standard and its correspondence
Operation result value；
According to default operating mode clustering rule and described preset parameter value, to described preset parameter value up to standard and its corresponding operation
End value carries out operating mode packet；
Calculate the coefficient of performance of described preset parameter value according to preset algorithm and described operation result value, and true according to the coefficient of performance
Optimized operation parameter value under fixed each working condition.
2. method according to claim 1 is it is characterised in that preset parameter value includes：Duty parameter and equipment run ginseng
Number.
3. method according to claim 1 is it is characterised in that according to the regular and described operation result value of default one-level optimizing
Carry out optimizing, determine that preset parameter value up to standard and its corresponding operation result value include：
Described operation result value is contrasted with national standard；
The described operation result value and its corresponding described preset parameter value that meet described national standard are defined as up to standard pre-
Setting parameter value and its corresponding operation result value.
4. method according to claim 2 is it is characterised in that according to default operating mode clustering rule and described parameter preset
Value, carries out operating mode packet and includes to described preset parameter value up to standard and its corresponding operation result value：
According to the duty parameter in default operating mode grade and described preset parameter value, to described preset parameter value up to standard and its right
The operation result value answered carries out operating mode packet.
5. method according to claim 1 is it is characterised in that according to preset algorithm and described operation result value calculate
The coefficient of performance of preset parameter value, and determine that according to the coefficient of performance optimized operation parameter value under each working condition includes：
Using the sum of products of described operation result value and its coefficient of correspondence as described preset parameter value the coefficient of performance；
The coefficient of performance of each described preset parameter value in contrast operating mode packet, will be true for the optimum described preset parameter value of the coefficient of performance
It is set to described optimized operation parameter value.
6. a kind of optimization device of environmental protection facility operational factor is it is characterised in that include：
Data acquisition module, for obtaining the preset parameter value of environmental protection facility and its corresponding operation result value；
Data Ll optimizing module, for carrying out optimizing according to the default regular and described operation result value of one-level optimizing, determination reaches
Target preset parameter value and its corresponding operation result value；
Packet module, for according to default operating mode clustering rule and described preset parameter value, to described default ginseng up to standard
Numerical value and its corresponding operation result value carry out operating mode packet；
Optimized parameter determining module, for calculating the performance of described preset parameter value according to preset algorithm and described operation result value
Coefficient, and the optimized operation parameter value under each working condition is determined according to the coefficient of performance.
7. device according to claim 1 is it is characterised in that preset parameter value includes：Duty parameter and equipment run ginseng
Number.
8. device according to claim 1 it is characterised in that data Ll optimizing module specifically for：
Described operation result value is contrasted with national standard；
The described operation result value and its corresponding described preset parameter value that meet described national standard are defined as up to standard pre-
Setting parameter value and its corresponding operation result value.
9. device according to claim 7 it is characterised in that packet module specifically for：
According to the duty parameter in default operating mode grade and described preset parameter value, to described preset parameter value up to standard and its right
The operation result value answered carries out operating mode packet.
10. device according to claim 6 it is characterised in that optimized parameter determining module specifically for：
Using the sum of products of described operation result value and its coefficient of correspondence as described preset parameter value the coefficient of performance；
The coefficient of performance of each described preset parameter value in contrast operating mode packet, will be true for the optimum described preset parameter value of the coefficient of performance
It is set to described optimized operation parameter value.
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Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101187804A (en) * | 2006-11-15 | 2008-05-28 | 北京华电天仁电力控制技术有限公司 | Thermal power unit operation optimization rule extraction method based on data excavation |
| CN201330211Y (en) * | 2008-11-24 | 2009-10-21 | 李苏超 | Working parameter self-optimizing simulation system for sewage treatment plant |
| CN102491506A (en) * | 2011-12-02 | 2012-06-13 | 深圳达实智能股份有限公司 | Method and system for controlling aeration biofilter of sewage treatment plant |
| CN102566551A (en) * | 2012-02-03 | 2012-07-11 | 北京华电天仁电力控制技术有限公司 | Data mining-based method for analyzing thermal power plant operation index optimal target value |
| CN102636991A (en) * | 2012-04-18 | 2012-08-15 | 国电科学技术研究院 | Method for optimizing running parameters of thermal power unit and based on fuzzy set association rule |
| US20140033731A1 (en) * | 2012-08-03 | 2014-02-06 | Rolls-Royce Deutschland Ltd & Co Kg | Method for fuel temperature control of a gas turbine |
-
2016
- 2016-08-31 CN CN201610798898.0A patent/CN106406089A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101187804A (en) * | 2006-11-15 | 2008-05-28 | 北京华电天仁电力控制技术有限公司 | Thermal power unit operation optimization rule extraction method based on data excavation |
| CN201330211Y (en) * | 2008-11-24 | 2009-10-21 | 李苏超 | Working parameter self-optimizing simulation system for sewage treatment plant |
| CN102491506A (en) * | 2011-12-02 | 2012-06-13 | 深圳达实智能股份有限公司 | Method and system for controlling aeration biofilter of sewage treatment plant |
| CN102566551A (en) * | 2012-02-03 | 2012-07-11 | 北京华电天仁电力控制技术有限公司 | Data mining-based method for analyzing thermal power plant operation index optimal target value |
| CN102636991A (en) * | 2012-04-18 | 2012-08-15 | 国电科学技术研究院 | Method for optimizing running parameters of thermal power unit and based on fuzzy set association rule |
| US20140033731A1 (en) * | 2012-08-03 | 2014-02-06 | Rolls-Royce Deutschland Ltd & Co Kg | Method for fuel temperature control of a gas turbine |
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Application publication date: 20170215 |