CN107202404A - A kind of air-conditioning energy efficiency management system and method - Google Patents

A kind of air-conditioning energy efficiency management system and method Download PDF

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Publication number
CN107202404A
CN107202404A CN201710427013.0A CN201710427013A CN107202404A CN 107202404 A CN107202404 A CN 107202404A CN 201710427013 A CN201710427013 A CN 201710427013A CN 107202404 A CN107202404 A CN 107202404A
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air
conditioning
energy efficiency
terminal
server
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蒋春辉
肖可东
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Wuxi Trend Intelligent Technology Co Ltd
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Wuxi Trend Intelligent Technology Co Ltd
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Abstract

The invention discloses a kind of air-conditioning energy efficiency management system and method, the system includes:Intelligent air conditioner controller, server and first terminal;Intelligent air conditioner controller is set up with air-conditioning and communicated to connect, the raw operational data for obtaining air-conditioning, and raw operational data is sent to server and first terminal;Server is used to store and screen raw operational data, draws object run data, and calculates the current Energy Efficiency Ratio of air-conditioning according to object run data, when current Energy Efficiency Ratio exceedes preset value, sends a warning message and is shown to first terminal;First terminal receives and shows raw operational data and warning information, and issues unlatching/closing that concerned control command controls air-conditioning to Intelligent air conditioner controller;Its effect is:Manager can be easy to manager to carry out regular maintenance and the maintenance work of air-conditioning by the service data, Energy Efficiency Ratio and warning information of first terminal real time inspection air-conditioning, improve the efficiency of management.

Description

A kind of air-conditioning energy efficiency management system and method
Technical field
The invention belongs to household electrical appliance efficiency evaluation technical field, and in particular to a kind of air-conditioning energy efficiency management system and side Method.
Background technology
All kinds of air-conditionings of air-conditioning manufacturer production on the market, are required for indicating the Energy Efficiency Ratio of air-conditioning by national standard at present. Energy efficiency refers to the ratio of rated cooling capacity and rated power (power consumption), 5 grades of Chinese efficiency point, 2.6~2.8 (five Level), 2.8~3.0 (level Four), 3.0~3.2 (three-levels), 3.2~3.4 (two grades), 3.4 and above (one-level), in theory can efficiency Higher, air-conditioning is more saved.
But this product since the invention, has never made a change air-conditioning from the principle of cooling and warming in itself, appoints What air-conditioning constitutes (compressor, condenser, evaporator, throttling arrangement) by four major parts, and refrigerant passes through thing in refrigeration machine Reason state change reaches refrigeration or the effect heated so as to absorb or discharge heat.In use, compressor is long-term for air-conditioning The gap that produces of abrasion, the closed problem of pipeline can cause refrigerant inevitably to reduce, blocking of the dust in separation net The efficiency of air-conditioning, therefore the cleaning of air-conditioning can be had influence on, it is essential to safeguard liquid feeding.But in the mistake of routine use air-conditioning Cheng Zhong, often whether human body sense ambient temperature is true, it is impossible to judge whether the Energy Efficiency Ratio of air-conditioning declines, routine maintenance procedure In also only have air-conditioning failure or effect not reach just promptly to report for repairment after actual operation requirements.
The air conditioning managing platform occurred in the prior art, the problem of all having no idea to solve monitoring air-conditioning Energy Efficiency Ratio, it is impossible to Guidance management person carries out regular maintenance and the maintenance work of air-conditioning.
The content of the invention
In order to solve the above problems, the present invention proposes a kind of air-conditioning energy efficiency management system and method, solves air-conditioning efficiency The real-time monitoring problem of ratio, and guide management person carries out regular maintenance and the maintenance work of air-conditioning.
A kind of technical scheme that the present invention takes is:A kind of air-conditioning energy efficiency management system, including:Intelligent air conditioner controller, Server and first terminal;
The Intelligent air conditioner controller is set up with air-conditioning and communicated to connect, the raw operational data for obtaining the air-conditioning, And send the raw operational data to the server and first terminal;
The server is used to store and screen the raw operational data, draws object run data, and root The current Energy Efficiency Ratio of the air-conditioning is calculated according to the object run data, when the current Energy Efficiency Ratio exceedes preset value, hair Warning information is sent to be shown to the first terminal;
The first terminal receives and shows the raw operational data and the warning information, and issues relevant control life Make unlatching/closing that the air-conditioning is controlled to the Intelligent air conditioner controller;
Using above-mentioned technical proposal, by manager can in real time by first terminal check the current service data of air-conditioning and Energy Efficiency Ratio, and when Energy Efficiency Ratio exceedes preset value, corresponding warning information is shown, being easy to guide management, person carries out the daily of air-conditioning Care and maintenance works.
The Intelligent air conditioner controller includes control unit, Temperature Humidity Sensor, infrared receiving terminal and communication module;Institute Stating controller is used to receive the Temperature Humidity Sensor and the signal of other modules, and the signal is analyzed, handled;Institute Stating Temperature Humidity Sensor is used for the temperature and humidity for detecting that air-conditioning is located at interior;The infrared receiving terminal is used to receive described The infrared remote control signal that first terminal is sent;The communication module is used for the communication link with the server and first terminal Connect;The Intelligent air conditioner controller is more than gathering the effect of operation of air conditioner data, also with receiving infrared-ray remote signal, pipe Remote signal, the opening and closing of remote control air-conditioning can be transmitted in reason person.
The Intelligent air conditioner controller also include electric power detection unit, for detect air-conditioning in use compressor, The size of current of air-conditioning, is easy to the difference by the size of current, judges the now residing working condition of air-conditioning.
The system also includes second terminal, and the second terminal is used for when warning information occurs in air-conditioning, and sending maintenance please Ask and give air-conditioning service provider;It is easy to manager to carry out air-conditioning timely care and maintenance to work.
Another technical scheme that the present invention takes is:A kind of air-conditioning energy efficiency managing method, methods described includes:
Intelligent air conditioner controller is set up with air-conditioning and communicated to connect;
Intelligent air conditioner controller obtains the raw operational data of the air-conditioning, and the raw operational data is sent to clothes Business device and first terminal;
Server is screened to the raw operational data, draws object run data;
Server calculates the current Energy Efficiency Ratio of the air-conditioning according to the object run data;
When the current Energy Efficiency Ratio exceedes preset value, server sends a warning message to first terminal.
Intelligent air conditioner controller is set up communication connection with air-conditioning and specifically included:
Set up and communicated to connect by communication and one or more air-conditioning, the communication is specifically wrapped Include the one or more in WIFI, 4G, GPRS, bluetooth;
Set up and communicated to connect by wired communication mode and one or more air-conditioning, the wired communication mode is specifically wrapped Include the one or more in serial ports, USB, optical fiber.
The raw operational data includes:Run time, leaving air temp, return air temperature, environment temperature, ambient humidity, pressure Contracting machine operating current, complete machine electric current.
The raw operational data is screened, including:The period of selected air-conditioning and selection is obtained, judges selected The raw operational data of the air-conditioning within the period of selection whether be it is empty, if it is empty, then end operation, and eject screening Invalid prompt message.
The object run data include run time, environment temperature, ambient humidity, compressor operating electric current, complete machine electricity Stream, is specifically included according to the Energy Efficiency Ratio that the object run data calculate the air-conditioning:
Using formula F 1={ E1/H1T1 (C1-C2)+E2/H2T2 (C1-C2)+...+En/HnTn (C1-C2) }/n, meter Calculate the Energy Efficiency Ratio of the air-conditioning;Wherein, F1 is current efficiency ratio;E is the peak of environment temperature, and H is ambient humidity, C is the ambient temperature value for opening air-conditioning;C2 is the ambient temperature value for reaching air-conditioning setting;T is that ambient temperature value C1 reaches environment Time needed for temperature value C2, n is frequency in sampling.
Methods described also includes:When sending the warning information, while sending maintenance call, and institute to air-conditioning service provider State after the reception confirmation that warning information does not obtain manager within the default time, air-conditioning is closed automatically.
Using above-mentioned technical proposal, with advantages below:(1) manager can real time inspection air-conditioning current Energy Efficiency Ratio;(2) Manager checks the service data and warning information of air-conditioning by first terminal, be easy to manager carry out air-conditioning regular maintenance and Maintenance work;(3) when there is warning information, maintenance call can be sent to air-conditioning service provider simultaneously;(4) manager can remotely be controlled The break-make of air-conditioning processed.
Brief description of the drawings
A kind of structural representation for air-conditioning energy efficiency management system that Fig. 1 provides for first embodiment of the invention;
Fig. 2 is the structured flowchart of Intelligent air conditioner controller in Fig. 1;
A kind of structural representation for air-conditioning energy efficiency management system that Fig. 3 provides for second embodiment of the invention;
Fig. 4 is a kind of flow chart of air-conditioning energy efficiency managing method of the present invention.
Embodiment
To make the technical problem to be solved in the present invention, technical scheme and advantage clearer, below in conjunction with accompanying drawing and tool Body embodiment is described in detail, and description here does not mean that all themes corresponding to the instantiation stated in embodiment All it refer in the claims.
It is a kind of structural representation for air-conditioning energy efficiency management system that first embodiment of the invention is provided with reference to shown in Fig. 1 Figure, as shown in figure 1, the system includes:Intelligent air conditioner controller 10, server 20 and first terminal 30;
The Intelligent air conditioner controller 10 is arranged on the side of air-conditioning, avoids the air outlet of air-conditioning, sets up and communicates with air-conditioning Connection, the raw operational data for obtaining the air-conditioning, and the raw operational data is sent to the He of server 20 First terminal 30;
Specifically, with reference to shown in Fig. 2, the Intelligent air conditioner controller 10 includes control unit 101, Temperature Humidity Sensor 102nd, infrared receiving terminal 103 and communication module 104;The controller 101 be used for receive the Temperature Humidity Sensor 102 and its The signal of his module, and the signal analyzed, is handled;The Temperature Humidity Sensor 102 is used to detect that air-conditioning is located at Indoor temperature and humidity;The infrared receiving terminal 103 is used to receive the infra-red remote control letter that the first terminal 30 is sent Number;The communication module 104 is used for the communication connection with the server 20 and first terminal 30;
The Intelligent air conditioner controller 10 by way of wire communication or radio communication with an air-conditioning or many skies Adjust connection, then obtain air-conditioning raw operational data, and by the different hardware number of each air-conditioning or it is corresponding numbering come The raw operational data of different air-conditionings is distinguished, is then transmitted the raw operational data of different air-conditionings to server 20 With first terminal 30.
The server 20 is used to store and screen the raw operational data, draws object run data, and The current Energy Efficiency Ratio of the air-conditioning is calculated according to the object run data, when the current Energy Efficiency Ratio exceedes preset value, Send a warning message and shown to the first terminal 30;
Specifically, server 20 can get rid of some invalid service datas, example when calculating the current Energy Efficiency Ratio of air-conditioning When operation such as air-conditioning, at this moment the service data of these periods will be excluded, choose fortune of the air-conditioning in the computing period The reference data that row data are calculated as energy valid value, improves the accuracy that energy valid value is calculated, is conducive to manager to make air-conditioning Go out correct control to judge.
The first terminal 30 receives and shows the raw operational data and the warning information, and issues relevant control Order unlatching/closing that the air-conditioning is controlled to the Intelligent air conditioner controller 10.
Specifically, the first terminal 30, which includes smart mobile phone, tablet personal computer, palm PC etc., has certain computing energy Power, the smart machine with least one communication chip for being used for communication connection;The first terminal 30 is automatically or artificial Under control, the service data of air-conditioning is obtained by communication chip, manager then sends control instruction or reading by smart machine Take the service data of air-conditioning.
Further, the Intelligent air conditioner controller 10 also includes electric power detection unit 105, for detecting that air-conditioning is being used During compressor, the size of current of air-conditioning, be easy to judge the working condition that air-conditioning is presently in, judge compressor start-stop be because Ambient As temperature (air-conditioning control mode itself is caused) is reached for temperature or because the behavior that air-conditioning is closed in manual operation comes The running status of air-conditioning is recognized, the accuracy to airconditioning control has been ensured;Once there is logic conflict, corresponding alarm signal is sent Cease to the server 20 and the first terminal 30.
It is a kind of structural representation for air-conditioning energy efficiency management system that second embodiment of the invention is provided with reference to shown in Fig. 3 Figure, as shown in figure 3, second embodiment and a kind of difference of air-conditioning energy efficiency management system described in first embodiment are:
The system also includes second terminal 40, and the second terminal 40 is used for when warning information occurs in air-conditioning, sends dimension Repair request and give air-conditioning service provider;It is easy in time repair the air-conditioning gone wrong, the efficiency of management of manager is improved, when leading to By the on-call maintenance to air-conditioning, while electric energy has been saved, the economic loss for also avoiding the further expansion of problem from bringing.
With reference to shown in Fig. 4, a kind of air-conditioning energy efficiency managing method, methods described is applied to a kind of above-mentioned air-conditioning energy efficiency management system System, methods described includes:
S100, Intelligent air conditioner controller is set up with air-conditioning and communicated to connect;
Specifically, the communication connection with air-conditioning is set up by the Intelligent air conditioner controller, some existing air-conditionings can have There is the communication module being connected with peripheral communications, and on the air-conditioning of not such communication module, it would however also be possible to employ it is easy The mode for installing the communication module being adapted additional is realized.
S101, Intelligent air conditioner controller obtains the raw operational data of the air-conditioning, and the raw operational data is sent out Deliver to server and first terminal;
Specifically, Intelligent air conditioner controller is set up communication connection with air-conditioning and specifically included:
Set up and communicated to connect by communication and one or more air-conditioning, the communication is specifically wrapped Include the one or more in WIFI, 4G, GPRS, bluetooth;
Set up and communicated to connect by wired communication mode and one or more air-conditioning, the wired communication mode is specifically wrapped Include the one or more in serial ports, USB, optical fiber;In communication connection, it is determined that each independent hardware device number of air-conditioning oneself or The corresponding numbering of person, so after being communicatively coupled, when can be connected at the same time with multiple air-conditionings, it is to avoid air-conditioning data it is mixed Disorderly, and the raw operational data of air-conditioning is sent to the server 20 and first terminal 30;The transmission cycle can be using fixation The transmission cycle, can also be triggered by way of artificially triggering, and the raw operational data of air-conditioning can be also sent to On other servers or management platform;
If there is interim suspension, the Intelligent air conditioner controller 10 is also equipped with data and calculated and store function, waits recovery Automatic reported data after network, controller 101 possess it is automatic restart with automatic network savvy after suspension, and set using heartbeat yard Meter, a data are interacted for 20 5 seconds with the server, can also alert prompting user and pipe after the suspension of server 20 in time Reason person, it is ensured that the integrality of data.
S102,20 pairs of raw operational datas of server are screened, and draw object run data;
Specifically, the raw operational data is the service data of real-time each state of collection air-conditioning, including time, air-out Temperature, return air temperature, environment temperature, ambient humidity, compressor operating electric current, complete machine electric current, these data include air-conditioning Static data and dynamic data, server are stored the static data and dynamic data of air-conditioning, and corresponding according to setting Screening conditions, draw the object run data.
S103, server 20 calculates the current Energy Efficiency Ratio of the air-conditioning according to the object run data;
Specifically, server 20 is obtained after object run data, and using by repeated sampling, one is calculated in preset time Secondary Energy Efficiency Ratio, finally carries out multiple averaging calculating, draws the current Energy Efficiency Ratio of current air-conditioning.
S104, when the current Energy Efficiency Ratio exceedes preset value, server 20 sends a warning message to first terminal 30.
Specifically, when with air-conditioning network connection, the initial Energy Efficiency Ratio of each air-conditioning is obtained, initial Energy Efficiency Ratio can be used The value identified on air-conditioning, can also be calculated, result of calculation is sent into first terminal 30 shows using related mathematical formulae, Server 20 judges whether to exceed the preset value that correspondence air-conditioning is set, during more than preset value, sends alarm according to the result of calculating Information is to first terminal 30, and the warning information can be by the way of short message, voice or phone.
Further, the raw operational data is screened, including:The period of selected air-conditioning and selection is obtained, Whether be sky, if it is empty if judging the raw operational data of the selected air-conditioning within the period of selection, then end operation, And eject the invalid prompt message of screening.
Specifically, it is exactly, in garbled data, to select the parameter in the operation period of air-conditioning, not be air-conditioning halted state The data of acquisition;It can also use in running state of air conditioner, but the operation of air conditioner data of collection are in stable, constant shape State, when changing value belongs to normal fluctuation range, only filters out data that data change as object run data.
Further, the object run data include run time, environment temperature, ambient humidity, compressor operating electricity Stream, complete machine electric current, are specifically included according to the Energy Efficiency Ratio that the object run data calculate the air-conditioning:
Using formula F 1={ E1/H1T1 (C1-C2)+E2/H2T2 (C1-C2)+...+En/HnTn (C1-C2) }/n, meter Calculate the Energy Efficiency Ratio of the air-conditioning;Wherein, F1 is current efficiency ratio;E is the peak of environment temperature, and H is ambient humidity, C is the ambient temperature value for opening air-conditioning;C2 is the ambient temperature value for reaching air-conditioning setting;T is that ambient temperature value C1 reaches environment Time needed for temperature value C2, n is frequency in sampling;Refrigeration efficiency assessed value is calculated, can also be calculated and analyzed by the formula Go out the energy valid value for the first time of every air-conditioning, and the important evidence that the first energy valid value is contrasted as later efficiency, more renew sky Historical data is removed after tune and recalculates new assessed value, plus refrigerant or safeguards air-conditioning, the historical evaluation of the air-conditioning is not removed Value.
Further, methods described also includes:, please while sending maintenance to air-conditioning service provider when sending the warning information Ask, and the warning information is not obtained within the default time after the reception confirmation of manager, and air-conditioning is closed automatically.
Specifically, when the Energy Efficiency Ratio of a certain air-conditioning exceedes preset value, server can also send to air-conditioning service provider and tie up Request is repaiied, and some operational factors of the air-conditioning are also sent in the lump, is easy to air-conditioning service provider to judge what air-conditioning occurred in time Problem, improves the efficiency of maintenance;And server is sent to the warning information of first terminal, the reception for not obtaining manager is true After recognizing, after more than certain preset time, the first terminal sends the control command for closing air-conditioning, it is to avoid what air-conditioning occurred Problem is further enlarged.
In concrete application scene, for example, certain unit has filled a collection of air-conditioning, intelligent management is carried out to air-conditioning, then often The installation Intelligent air conditioner controller is monitored to analyze and provide to the efficiency of air-conditioning beside platform air-conditioning safeguards information.
Installed when first time, air-conditioning not enabled, then upload only is acquired to environment temperature, humidity data, when reaching ring Border temperature is more than 28 DEG C, and air-conditioning is being started shooting in use, start recording Current Temperatures, humidity, decline certain temperature internal pressure The time point of contracting machine work (reaching certain value with electric current) calculates operating time, forms initial data, uploads onto the server, and takes Business device draws target data after data screening, is unifiedly calculated by target data by server, draw every air-conditioning just Secondary efficiency ratio F0, air-conditioning calculates the efficiency ratio F1 of current every air-conditioning according to newest target data every a week, F1 and F0 is analyzed, when reaching certain warning value, then triggering alarm, server issues warning information by network and arrives manager's On mobile phone, decline can valid value points several grades, the higher explanation efficiency of numerical value declines faster, it is necessary to more urgent the problem of maintenance process, needs To be repaired and be maintained in time.
Finally it should be noted that foregoing description is the preferred embodiments of the present invention, one of ordinary skill in the art exists Under the enlightenment of the present invention, on the premise of without prejudice to present inventive concept and claim, expression as multiple types can be made, this The conversion of sample is each fallen within protection scope of the present invention.

Claims (10)

1. a kind of air-conditioning energy efficiency management system, it is characterised in that including:Intelligent air conditioner controller, server and first terminal;
The Intelligent air conditioner controller is set up with air-conditioning and communicated to connect, the raw operational data for obtaining the air-conditioning, and will The raw operational data is sent to the server and first terminal;
The server is used to store and screen the raw operational data, draws object run data, and according to institute The current Energy Efficiency Ratio that object run data calculate the air-conditioning is stated, when the current Energy Efficiency Ratio exceedes preset value, sends and accuses Alert information is shown to the first terminal;
The first terminal receives and shows the raw operational data and the warning information, and issue concerned control command to The Intelligent air conditioner controller controls unlatching/closing of the air-conditioning.
2. a kind of air-conditioning energy efficiency management system according to claim 1, it is characterised in that:The Intelligent air conditioner controller bag Include control unit, Temperature Humidity Sensor, infrared receiving terminal and communication module;The controller is used to receive the humiture biography The signal of sensor and other modules, and the signal analyzed, is handled;The Temperature Humidity Sensor is used to detect air-conditioning institute Positioned at indoor temperature and humidity;The infrared receiving terminal is used to receive the infra-red remote control letter that the first terminal is sent Number;The communication module is used for the communication connection with the server and first terminal.
3. a kind of air-conditioning energy efficiency management system according to claim 2, it is characterised in that:The Intelligent air conditioner controller is also Including electric power detection unit, the size of current for detecting air-conditioning compressor, air-conditioning in use.
4. a kind of air-conditioning energy efficiency management system according to claim 3, it is characterised in that:Also include second terminal, it is described Second terminal is used for when warning information occurs in air-conditioning, sends maintenance call and gives air-conditioning service provider.
5. a kind of air-conditioning energy efficiency managing method, it is characterised in that:Methods described is applied to any described one in claim 1-4 Air-conditioning energy efficiency management system is planted, methods described includes:
Intelligent air conditioner controller is set up with air-conditioning and communicated to connect;
Intelligent air conditioner controller obtains the raw operational data of the air-conditioning, and the raw operational data is sent to server And first terminal;
Server is screened to the raw operational data, draws object run data;
Server calculates the current Energy Efficiency Ratio of the air-conditioning according to the object run data;
When the current Energy Efficiency Ratio exceedes preset value, server sends a warning message to first terminal.
6. a kind of air-conditioning energy efficiency managing method according to claim 5, it is characterised in that:Intelligent air conditioner controller and air-conditioning Communication connection is set up to specifically include:
Set up and communicated to connect by communication and one or more air-conditioning, the communication is specifically included One or more in WIFI, 4G, GPRS, bluetooth;
Set up and communicated to connect by wired communication mode and one or more air-conditioning, the wired communication mode specifically includes string One or more in mouth, USB, optical fiber.
7. a kind of air-conditioning energy efficiency managing method according to claim 6, it is characterised in that:The raw operational data bag Include:Run time, leaving air temp, return air temperature, environment temperature, ambient humidity, compressor operating electric current, complete machine electric current.
8. a kind of air-conditioning energy efficiency managing method according to claim 7, it is characterised in that:The raw operational data is entered Row screening, including:The period of selected air-conditioning and selection is obtained, judges selected air-conditioning described within the period of selection Whether raw operational data is sky, if it is empty, then end operation, and ejects the invalid prompt message of screening.
9. a kind of air-conditioning energy efficiency managing method according to claim 8, it is characterised in that:The object run data include Run time, environment temperature, ambient humidity, compressor operating electric current, complete machine electric current, institute is calculated according to the object run data The Energy Efficiency Ratio for stating air-conditioning is specifically included:
Using formula F 1={ E1/H1T1 (C1-C2)+E2/H2T2 (C1-C2)+...+En/HnTn (C1-C2) }/n, institute is calculated State the Energy Efficiency Ratio of the air-conditioning;Wherein, F1 is current efficiency ratio;E is the peak of environment temperature, and H is ambient humidity, and C is Open the ambient temperature value of air-conditioning;C2 is the ambient temperature value for reaching air-conditioning setting;T is that ambient temperature value C1 reaches environment temperature Time needed for value C2, n is frequency in sampling.
10. a kind of air-conditioning energy efficiency managing method according to claim 9, it is characterised in that:Methods described also includes:
When sending the warning information, while maintenance call is sent to air-conditioning service provider, and the warning information is default After the reception confirmation that manager is not obtained in time, air-conditioning is closed automatically.
CN201710427013.0A 2017-06-08 2017-06-08 A kind of air-conditioning energy efficiency management system and method Pending CN107202404A (en)

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CN108332355A (en) * 2017-12-19 2018-07-27 赛尔通信服务技术股份有限公司 A kind of energy conserving system and power-economizing method for communication base station
CN109520078A (en) * 2018-08-31 2019-03-26 李勤山 A kind of air-conditioning PC side controller
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CN110220273A (en) * 2019-04-26 2019-09-10 广东建设职业技术学院 A kind of Heating,Ventilating and Air Conditioning monitor supervision platform and its control method based on Internet of Things
CN110160220A (en) * 2019-06-12 2019-08-23 青岛海信日立空调***有限公司 Air-conditioning system, the control method of air-conditioning system and terminal
CN110388723A (en) * 2019-07-30 2019-10-29 深圳市海亿达科技股份有限公司 Air-conditioning and lighting apparatus energy efficiency monitoring method, apparatus, server and storage medium
CN110822628A (en) * 2019-11-12 2020-02-21 福建和盛高科技产业有限公司 Intelligent air conditioner controller and control method thereof
CN110822628B (en) * 2019-11-12 2021-07-06 福建和盛高科技产业有限公司 Intelligent air conditioner controller and control method thereof
CN112146255A (en) * 2020-09-30 2020-12-29 烽火通信科技股份有限公司 Machine room air conditioner control method and device based on artificial intelligence

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Application publication date: 20170926