CN113203186A - Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things - Google Patents

Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things Download PDF

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Publication number
CN113203186A
CN113203186A CN202110437529.XA CN202110437529A CN113203186A CN 113203186 A CN113203186 A CN 113203186A CN 202110437529 A CN202110437529 A CN 202110437529A CN 113203186 A CN113203186 A CN 113203186A
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CN
China
Prior art keywords
module
heating
electrically connected
output end
management system
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Pending
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CN202110437529.XA
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Chinese (zh)
Inventor
李建
胡东梅
万小迪
李辉
卢凯
田东山
王浩
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Wuhan Qiweite Jian'an Engineering Co ltd
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Wuhan Qiweite Jian'an Engineering Co ltd
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Priority to CN202110437529.XA priority Critical patent/CN113203186A/en
Publication of CN113203186A publication Critical patent/CN113203186A/en
Pending legal-status Critical Current

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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/30Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/46Improving electric energy efficiency or saving
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24DDOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D19/00Details
    • F24D19/10Arrangement or mounting of control or safety devices
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/30Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/49Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring ensuring correct operation, e.g. by trial operation or configuration checks
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/50Control or safety arrangements characterised by user interfaces or communication
    • F24F11/56Remote control
    • F24F11/58Remote control using Internet communication
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63Electronic processing
    • F24F11/64Electronic processing using pre-stored data
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/70Control systems characterised by their outputs; Constructional details thereof
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/88Electrical aspects, e.g. circuits

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  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Thermal Sciences (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

The invention discloses an interactive management system for intelligently controlling a heating, ventilating and air conditioning based on the Internet of things, and relates to the technical field of heating, ventilating and air conditioning. The device passes through wire and display module's input electric connection through processing module's output, when the user is using the heating and ventilation air conditioner, can monitor the heating and ventilation air conditioner behavior of each user family in real time, judge whether the energy consumption of heating and ventilation air conditioner during operation is normal, if take place when unusual, can in time inform and remind the user, the backstage can be according to the condition of different user families simultaneously, evaluate the work of heating and ventilation air conditioner, and then give the optimal scheme, make the user can carry out reasonable use heating and ventilation air conditioner according to this scheme, energy saving resource.

Description

Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things
Technical Field
The invention relates to the technical field of heating ventilation and air conditioning, in particular to an interactive management system for intelligently controlling a heating ventilation and air conditioning based on the Internet of things.
Background
With the continuous improvement of the living standard of people, more and more families have heating, ventilation and air conditioning, and the heating, ventilation and air conditioning refers to systems or related equipment which are responsible for heating, ventilation and air conditioning indoors or in a vehicle. The design of the heating, ventilating and air conditioning system is applied to thermodynamics, hydrodynamics and fluid machinery, and is an important branch subject in the field of mechanical engineering.
However, in the process of using the heating and ventilation air conditioner, some users are not used properly, so that the energy consumption of the heating and ventilation air conditioner is abnormal, the users cannot know the energy consumption, and the users cannot be informed of the energy consumption in time, a large amount of electric energy is consumed, the phenomenon of resource waste is caused, and the defect is not correspondingly improved.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides an interactive management system for intelligently controlling a heating and ventilation air conditioner based on the Internet of things, and solves the problems that the energy consumption of the heating and ventilation air conditioner is abnormal due to improper use of some users, the users cannot know the energy consumption of the heating and ventilation air conditioner, and the users cannot be informed of the energy consumption in time, so that a large amount of electric energy is consumed, and further the resource waste is caused in the process of using the heating and ventilation air conditioner by people at present.
In order to achieve the purpose, the invention is realized by the following technical scheme: the utility model provides an interactive management system based on thing networking wisdom control heating leads to air conditioner, includes central server, carry out transmission connection through wireless transmission module between central server and the data acquisition system, and central server's output passes through wire and management system's input electric connection.
The management system comprises a data receiving module, the output end of the data receiving module is electrically connected with the input end of the data classifying module through a lead, the output end of the data classifying module is electrically connected with the input ends of the cloud computing module and the comparing module through leads respectively, the input end of the cloud computing module is electrically connected with the output end of the time module through a lead, the output end of the cloud computing module is electrically connected with the input end of the threshold module through a lead, the output end of the threshold module is electrically connected with the input end of the processing module through a lead, the output end of the comparing module is electrically connected with the input ends of the threshold module through a lead, the output end of the processing module is electrically connected with the input ends of the early warning unit and the comprehensive evaluation module respectively through leads, and the output end of the comprehensive evaluation module is electrically connected with the input ends of the scheme optimizing module and the report generating module respectively through leads, the output end of the scheme optimization module is electrically connected with the input end of the processing module through a wire, and the output end of the processing module is electrically connected with the input end of the display module through a wire.
Preferably, the early warning unit comprises an information editing module, an output end of the information editing module is electrically connected with an input end of the information mass sending module through a wire, and the information mass sending module is in transmission connection with the owner mobile phone terminal through a communication module.
Preferably, the threshold module is a normal range value of each parameter when the heating, ventilating and air conditioning system works.
Preferably, the time module is a parameter value for monitoring the operation duration of each heating, ventilating and air conditioning system.
Preferably, the data acquisition system comprises a data storage module, the input end of the data storage module is electrically connected with the output ends of the energy consumption monitoring unit, the information acquisition unit, the abnormality judgment module and the temperature monitoring module through wires respectively, and the input end of the abnormality judgment module is electrically connected with the output end of the line monitoring unit through wires.
Preferably, the energy consumption monitoring unit comprises an electric energy metering module, the number of the electric energy metering module is set to be N, and the number of the N is the same as the total number of the heating, ventilating and air conditioning units.
Preferably, the information acquisition unit comprises an area information module, a householder information module and an area information module.
Preferably, the line monitoring unit is including voltage monitoring module, voltage monitoring module's input pass through the wire respectively with current monitoring module and data analysis module and threshold value input module's output electric connection, threshold value input module is the normal range value of warm normal range value of ventilating air conditioner during operation voltage and electric current.
Advantageous effects
The invention provides an interactive management system for intelligently controlling a heating ventilation air conditioner based on the Internet of things. Compared with the prior art, the method has the following beneficial effects:
1. the interactive management system for intelligently controlling the heating, ventilating and air conditioning based on the Internet of things comprises an input end of a cloud computing module, an output end of a time module, an output end of a threshold module, an output end of a processing module, a comparison module, a warning unit, a comprehensive evaluation module, a scheme optimization module and a report generation module, wherein the input end of the cloud computing module is electrically connected with the output end of the time module through a lead, the output end of the cloud computing module is electrically connected with the input end of the threshold module through a lead, the output end of the threshold module is electrically connected with the input end of the processing module through a lead, the output end of the comparison module is electrically connected with the input end of the threshold module through a lead, the output end of the processing module is electrically connected with the input ends of the warning unit and the comprehensive evaluation module respectively through leads, the output end of the comprehensive evaluation module is electrically connected with the input ends of the scheme optimization module and the report generation module respectively through leads, the output end of the scheme optimization module is electrically connected with the input end of the processing module through a lead, when a user uses the heating and ventilation air conditioner, the working condition of the heating and ventilation air conditioner of each user family can be monitored in real time, whether the energy consumption of the heating and ventilation air conditioner during working is normal or not is judged, if the energy consumption is abnormal, the user can be timely notified, meanwhile, the background can evaluate the work of the heating and ventilation air conditioner according to the conditions of different user families, an optimal scheme is given, the user can reasonably use the heating and ventilation air conditioner according to the scheme, and energy consumption resources are saved.
2. This mutual management system based on thing networking wisdom control heating leads to air conditioner, the input through voltage monitoring module passes through the wire respectively with current monitoring module and data analysis module and threshold value input module's output electric connection, the normal range value of threshold value input module for heating leads to air conditioner during operation voltage and electric current, the heating leads to the air conditioner at the during operation of each user family, can carry out real-time supervision to the circuit of heating leads to the air conditioner, judge whether the circuit takes place unusually, if the circuit is unusual, also can in time inform the user, make the timely corresponding measure of making of user, and then improved the security performance, the guarantee has been played to user's life safety.
Drawings
FIG. 1 is a schematic frame diagram of the present invention;
FIG. 2 is a schematic block diagram of a data acquisition system of the present invention;
FIG. 3 is a schematic block diagram of the management system of the present invention;
FIG. 4 is a schematic block diagram of the early warning unit of the present invention;
fig. 5 is a schematic block diagram of the line monitoring unit of the present invention.
In the figure: 1. a central server; 2. a data acquisition system; 21. a data storage module; 22. an energy consumption monitoring unit; 221. an electric energy metering module; 23. an information acquisition unit; 231. a region information module; 232. a householder information module; 233. an area information module; 24. an abnormality judgment module; 25. a temperature monitoring module; 26. a line monitoring unit; 261. a voltage monitoring module; 262. a current monitoring module; 263. a data analysis module; 264. a threshold value input module; 3. a wireless transmission module; 4. a management system; 41. a data receiving module; 42. a data classification module; 43. a cloud computing module; 44. a time module; 45. a threshold module; 46. a comparison module; 47. a processing module; 48. an early warning unit; 481. an information editing module; 482. a mass information sending module; 483. a householder mobile phone terminal; 484. a communication module; 49. a comprehensive evaluation module; 410. a scheme optimization module; 411. a report generation module; 412. and a display module.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, the present invention provides a technical solution: the utility model provides an interactive management system based on thing networking wisdom control heating leads to air conditioner, includes central server 1, carries out transmission connection through wireless transmission module 3 between central server 1 and the data acquisition system 2, and central server 1's output passes through the input electric connection of wire and management system 4.
Referring to fig. 3, in the embodiment of the present invention, the management system 4 includes a data receiving module 41, an output end of the data receiving module 41 is electrically connected to an input end of the data classifying module 42 through a wire, an output end of the data classifying module 42 is electrically connected to input ends of the cloud computing module 43 and the comparing module 46 through wires, an input end of the cloud computing module 43 is electrically connected to an output end of the time module 44 through a wire, an output end of the cloud computing module 43 is electrically connected to an input end of the threshold module 45 through a wire, an output end of the threshold module 45 is electrically connected to an input end of the processing module 47 through a wire, an output end of the comparing module 46 is electrically connected to an input end of the threshold module 45 through a wire, an output end of the processing module 47 is electrically connected to input ends of the early warning unit 48 and the comprehensive evaluation module 49 through wires, an output end of the comprehensive evaluation module 49 is electrically connected to input ends of the scheme optimizing module 410 and the report generating module 411 through wires, respectively The input ends are electrically connected, the output end of the scheme optimization module 410 is electrically connected with the input end of the processing module 47 through a wire, the output end of the processing module 47 is electrically connected with the input end of the display module 412 through a wire, the threshold module 45 is a normal range value of each parameter when the heating, ventilation and air conditioning works, and the time module 44 is a parameter value for monitoring the working duration of each heating, ventilation and air conditioning.
Referring to fig. 4, in the embodiment of the present invention, the early warning unit 48 includes an information editing module 481, an output end of the information editing module 481 is electrically connected to an input end of the mass texting module 482 through a wire, and the mass texting module 482 is in transmission connection with the user mobile phone terminal 483 through a communication module 484.
Referring to fig. 2, in the embodiment of the present invention, the data acquisition system 2 includes a data storage module 21, an input end of the data storage module 21 is electrically connected to output ends of the energy consumption monitoring unit 22 and the information acquisition unit 23, the abnormality determination module 24 and the temperature monitoring module 25 through wires, an input end of the abnormality determination module 24 is electrically connected to an output end of the line monitoring unit 26 through wires, the energy consumption monitoring unit 22 includes an electric energy metering module 221, the number of the electric energy metering modules 221 is set to be N, the number of N is the same as the total number of each heating, ventilating and air conditioning, and the information acquisition unit 23 includes a region information module 231, a home information module 232 and an area information module 233.
Referring to fig. 5, in the embodiment of the present invention, the line monitoring unit 26 includes a voltage monitoring module 261, an input end of the voltage monitoring module 261 is electrically connected to the current monitoring module 262, the data analysis module 263, and an output end of the threshold entry module 264 through wires, respectively, and the threshold entry module 264 is a normal range value of voltage and current when the heating, ventilation, and air conditioning operates.
When the intelligent heating and ventilation system is used, the information acquisition unit 23 acquires information, the area information module 231 acquires the position of a user area with a heating and ventilation air conditioner, the householder information module 232 collects the personal information of a householder, the area information module 233 acquires the residential area of the householder, the electric energy metering modules 221 in the energy consumption monitoring unit 22 meter the electric energy of the heating and ventilation air conditioner of each household, the data storage module 21 stores the acquired data, the temperature monitoring module 25 monitors the temperature condition of the day, the temperature monitoring module stores the temperature monitoring data into the data storage module 21, the normal voltage and current range values of the heating and ventilation air conditioner during working are recorded into the threshold value recording module 264, the current monitoring module 262 monitors the voltage of a line, the data analysis module 263 monitors the current of the line, and transmits the data to the voltage monitoring module 261 after monitoring, the voltage monitoring module 261 compares the monitored data with the data recorded in the threshold value recording module 264, after comparison, the abnormality judgment module 24 judges whether the monitored data is abnormal, if so, the data is stored in the data storage module 21, after the data is collected, the data collection system 2 transmits the data to the central server 1 through the wireless transmission module 3, the central server 1 transmits the data to the management system 4, the data receiving module 41 in the management system 4 receives the data, after the data is received, the data classification module 42 classifies the data, the use condition of the heating ventilation air conditioner of each household is classified, the time module 44 monitors the working duration of the heating ventilation air conditioner, the cloud computing module 43 monitors the collected data and time, and the information state of each household, and judges the normal range value of the working parameter of the heating ventilation air conditioner of each household, the comparison module 46 compares the data of the heating, ventilating and air conditioning operation with the threshold value in the threshold value module 45, determines whether the real-time parameter of the heating, ventilating and air conditioning operation is within the threshold value range, then the comprehensive evaluation module 49 performs comprehensive evaluation on the operating condition of the heating, ventilating and air conditioning and the condition of the user's home, after evaluation, a report is generated in the report generation module 411 for the user to check, the scheme optimization module 410 can give the optimized operating condition of the heating, ventilating and air conditioning according to the condition of the user, further, the processing module 47 displays the information in the display module 412 and transmits the information to the early warning unit 48, the information editing module 481 in the information editing module 481 edits the information, edits the using condition of the heating, ventilating and air conditioning of each home user and the information suggesting the optimized scheme, and then the information group sending module 482 sends the information to the mobile phone of each user through the communication module 484, the user can check the data and take corresponding measures conveniently.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (8)

1. The utility model provides an interactive management system based on thing networking wisdom control heating leads to air conditioner, includes central server (1), its characterized in that: the central server (1) is in transmission connection with the data acquisition system (2) through the wireless transmission module (3), and the output end of the central server (1) is electrically connected with the input end of the management system (4) through a wire;
the management system (4) comprises a data receiving module (41), the output end of the data receiving module (41) is electrically connected with the input end of the data classifying module (42) through a lead, the output end of the data classifying module (42) is electrically connected with the input ends of a cloud computing module (43) and a comparison module (46) through leads, the input end of the cloud computing module (43) is electrically connected with the output end of a time module (44) through a lead, the output end of the cloud computing module (43) is electrically connected with the input end of a threshold module (45) through a lead, the output end of the threshold module (45) is electrically connected with the input end of a processing module (47) through a lead, the output end of the comparison module (46) is electrically connected with the input end of the threshold module (45) through a lead, the output end of the processing module (47) is electrically connected with the input ends of an early warning unit (48) and a comprehensive evaluation module (49) through leads, the output end of the comprehensive evaluation module (49) is electrically connected with the input ends of the scheme optimization module (410) and the report generation module (411) through wires respectively, the output end of the scheme optimization module (410) is electrically connected with the input end of the processing module (47) through wires, and the output end of the processing module (47) is electrically connected with the input end of the display module (412) through wires.
2. The interactive management system for intelligently controlling the heating, ventilating and air conditioning based on the internet of things as claimed in claim 1, wherein: the early warning unit (48) comprises an information editing module (481), the output end of the information editing module (481) is electrically connected with the input end of the information mass sending module (482) through a lead, and the information mass sending module (482) is in transmission connection with the owner mobile phone terminal (483) through a communication module (484).
3. The interactive management system for intelligently controlling the heating, ventilating and air conditioning based on the internet of things as claimed in claim 1, wherein: and the threshold module (45) is a normal range value of each parameter when the heating, ventilating and air conditioning works.
4. The interactive management system for intelligently controlling the heating, ventilating and air conditioning based on the internet of things as claimed in claim 1, wherein: the time module (44) is used for monitoring the parameter value of the working duration of each heating, ventilating and air conditioning.
5. The interactive management system for intelligently controlling the heating, ventilating and air conditioning based on the internet of things as claimed in claim 1, wherein: data acquisition system (2) are including data storage module (21), the input of data storage module (21) passes through the wire respectively with energy consumption monitoring unit (22) and information acquisition unit (23), the output electric connection of unusual judgement module (24) and temperature monitoring module (25), the output electric connection of wire and circuit monitoring unit (26) is passed through to the input of unusual judgement module (24).
6. The interactive management system for intelligently controlling the heating, ventilation and air conditioning based on the internet of things as claimed in claim 5, wherein: the energy consumption monitoring unit (22) is including electric energy metering module (221), the quantity of electric energy metering module (221) sets up to N, and the quantity of N is the same with the total number of each heating, ventilating and air conditioning.
7. The interactive management system for intelligently controlling the heating, ventilation and air conditioning based on the internet of things as claimed in claim 5, wherein: the information acquisition unit (23) comprises a region information module (231), a householder information module (232) and an area information module (233).
8. The interactive management system for intelligently controlling the heating, ventilation and air conditioning based on the internet of things as claimed in claim 5, wherein: the line monitoring unit (26) is including voltage monitoring module (261), the input of voltage monitoring module (261) passes through the wire and respectively with current monitoring module (262) and data analysis module (263) and threshold value enter module (264)'s output electric connection, threshold value enter module (264) are the normal range value of voltage and electric current when heating and ventilating air conditioner work.
CN202110437529.XA 2021-04-22 2021-04-22 Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things Pending CN113203186A (en)

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CN202110437529.XA CN113203186A (en) 2021-04-22 2021-04-22 Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things

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CN202110437529.XA CN113203186A (en) 2021-04-22 2021-04-22 Interactive management system based on intelligent control heating ventilation air conditioner of Internet of things

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Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002312457A (en) * 2001-04-13 2002-10-25 Toshiba Corp Energy saving diagnosis method and system
CN202040938U (en) * 2011-01-17 2011-11-16 福建成信绿集成有限公司 Central air conditioning equipment energy consumption monitoring and energy conservation diagnosis system
CN106979590A (en) * 2017-04-20 2017-07-25 芜湖锐华暖通科技有限公司 An online monitoring system for HVAC equipment abnormalities based on the Internet of Things
CN110360716A (en) * 2019-06-25 2019-10-22 谢运和 One kind being based on big data analysis air-conditioning energy consumption management system and application method
CN210441401U (en) * 2019-08-28 2020-05-01 北京通达恒业科技有限公司 Be applied to domestic air conditioner's automated control device
CN111833206A (en) * 2020-06-27 2020-10-27 中国计量科学研究院 an energy management system
CN111878976A (en) * 2020-07-31 2020-11-03 上海华电源信息技术有限公司 Network centralized control system of rented central air conditioner

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002312457A (en) * 2001-04-13 2002-10-25 Toshiba Corp Energy saving diagnosis method and system
CN202040938U (en) * 2011-01-17 2011-11-16 福建成信绿集成有限公司 Central air conditioning equipment energy consumption monitoring and energy conservation diagnosis system
CN106979590A (en) * 2017-04-20 2017-07-25 芜湖锐华暖通科技有限公司 An online monitoring system for HVAC equipment abnormalities based on the Internet of Things
CN110360716A (en) * 2019-06-25 2019-10-22 谢运和 One kind being based on big data analysis air-conditioning energy consumption management system and application method
CN210441401U (en) * 2019-08-28 2020-05-01 北京通达恒业科技有限公司 Be applied to domestic air conditioner's automated control device
CN111833206A (en) * 2020-06-27 2020-10-27 中国计量科学研究院 an energy management system
CN111878976A (en) * 2020-07-31 2020-11-03 上海华电源信息技术有限公司 Network centralized control system of rented central air conditioner

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Application publication date: 20210803