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CN114508834A - AI control system based on traditional bottom thinking - Google Patents

AI control system based on traditional bottom thinking Download PDF

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Publication number
CN114508834A
CN114508834A CN202210159735.3A CN202210159735A CN114508834A CN 114508834 A CN114508834 A CN 114508834A CN 202210159735 A CN202210159735 A CN 202210159735A CN 114508834 A CN114508834 A CN 114508834A
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China
Prior art keywords
module
equipment
communication module
control unit
central control
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Pending
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CN202210159735.3A
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Chinese (zh)
Inventor
杨盛
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujian Borui Lvjian Technology Co ltd
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Fujian Borui Lvjian Technology Co ltd
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Priority to CN202210159735.3A priority Critical patent/CN114508834A/en
Publication of CN114508834A publication Critical patent/CN114508834A/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
    • F24F11/50Control 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
    • F24F11/50Control or safety arrangements characterised by user interfaces or communication
    • F24F11/52Indication arrangements, e.g. displays
    • 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
    • F24F11/54Control or safety arrangements characterised by user interfaces or communication using one central controller connected to several sub-controllers
    • 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
    • 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
    • F24F11/89Arrangement or mounting of control or safety devices
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B30/00Energy efficient heating, ventilation or air conditioning [HVAC]
    • Y02B30/70Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating

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  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

The invention relates to the technical field of central air conditioners, in particular to an AI control system based on traditional bottom layer thinking; the system comprises an equipment monitoring unit, a central control unit, a user side monitoring unit and a mobile phone APP side; according to the invention, an energy-efficient intelligent AI control system is constructed based on the traditional bottom thought, when equipment fails, the equipment operation and other treatment measures can be stopped in time, the safety is improved, the function condition of central control function equipment can be adjusted in real time, so that the effect of reasonably providing energy for central air conditioning equipment can be realized, the effects of saving energy, reducing emission and improving the energy utilization rate can be realized, the equipment can be monitored in real time, the effect of high efficiency is realized, the unnecessary energy waste is reduced, meanwhile, the set mobile phone APP end can realize remote monitoring energy efficiency monitoring, and a user can be enabled to operate the system as if the user is in the palm at any time and any place.

Description

AI control system based on traditional bottom thinking
Technical Field
The invention relates to the technical field of central air conditioners, in particular to an AI control system based on traditional bottom layer thinking.
Background
The central air conditioner is composed of one or more cold and heat source systems and a plurality of air conditioning systems, and is different from the traditional refrigerant type air conditioner, wherein air is intensively treated (such as a single machine, VRV) to achieve the comfort requirement. The principle of liquid gasification refrigeration is adopted to provide the required cold energy for the air conditioning system so as to offset the heat load of the indoor environment; the heating system provides the air conditioning system with the required heat to offset the indoor environment cooling and heating load.
In the specification, "a central air-conditioning control system" having patent application No. CN202011504475.6, the specification describes "a central air-conditioning control system includes a user terminal, a server, an outdoor unit, a plurality of indoor units installed in a room, and a control panel in signal connection with each of the indoor units, wherein the server includes: the storage module is used for recording the refrigerating capacity ratio information of the outdoor unit, the position information of each indoor unit and the refrigerating capacity ratio information of each indoor unit in advance; the input module is used for acquiring a control instruction initiated by a user through the control panel and generating the running state of the indoor unit according to the control instruction; the processing module is used for receiving the position information and the refrigerating capacity ratio information of the indoor unit with the running state of starting up; calculating the sum of the refrigerating capacity ratio information to generate a first parameter; and the judging module is used for receiving the first parameter and judging whether the first parameter is larger than the refrigerating capacity ratio information of the outdoor unit. This scheme of adoption can solve central air conditioning compressor life problem on the low side ", above-mentioned patent can play certain monitoring function to central air conditioning equipment, but it lacks the balanced effect of reasonable realization confession demand, simultaneously, also lacks the effect that reaches high efficiency, can't satisfy the user demand.
To sum up, the development of an AI control system based on traditional underlying thinking is still a key issue that needs to be solved urgently in the central air-conditioning technology field.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides an AI control system based on the traditional bottom thought, the invention constructs an energy-efficient intelligent AI control system based on the traditional bottom thought, when equipment fails, the equipment can be stopped in time, the safety is improved, and the function condition of central control function equipment can be adjusted in real time, so that the effect of reasonably providing energy for central air-conditioning equipment can be realized, the effects of saving energy, reducing emission and improving the energy utilization rate can be realized, the equipment can be monitored in real time, the effect of high efficiency is realized, unnecessary energy waste is reduced, meanwhile, the arranged mobile phone APP end can realize remote monitoring energy efficiency monitoring, and a user can operate the system as if necessary at any time and any place.
In order to achieve the purpose, the invention provides the following technical scheme:
the utility model provides an AI control system based on traditional bottom thinking, includes equipment monitor cell, central control unit, user side monitor cell and cell-phone APP end, wherein:
the equipment monitoring unit is used for acquiring operation data of the central air-conditioning energy supply equipment in real time and adjusting transportation of the central air-conditioning energy supply equipment;
the central control unit is used for analyzing and judging the acquired data information and automatically or manually adjusting the operation of the central air-conditioning energy supply equipment, and is in signal connection with the equipment monitoring unit;
the user side monitoring unit is used for detecting the indoor temperature of the user in real time, identifying indoor personnel of the user and adjusting the indoor temperature, and is in signal connection with the central control unit;
the mobile phone APP terminal is used for remotely controlling the central control unit and is in signal connection with the central control unit.
The invention is further configured to: the central control unit is also used for displaying the operation data of the central air conditioner energy supply equipment and the energy consumption data of the user terminal.
The invention is further configured to: the equipment monitoring unit comprises a first communication module, an equipment control module and an information acquisition module, wherein:
the first communication module is used for realizing information interaction between the equipment monitoring unit and the central control unit;
the equipment control module is used for adjusting the running state of the central air-conditioning energy supply equipment and is electrically connected with the first communication module;
the information acquisition module is used for acquiring the running data of the central air-conditioning energy supply equipment in real time, and is electrically connected with the first communication module.
The invention is further configured to: the central control unit comprises a second communication module, a processor and a display module, wherein:
the second communication module is used for realizing information interaction between the central control unit and the equipment monitoring unit as well as between the central control unit and the user side monitoring unit;
the processor is used for analyzing and judging the acquired data, issuing a corresponding instruction according to a judgment result, and is electrically connected with the second communication module;
the display module is used for displaying the received data information in real time, and the display module is electrically connected with the second communication module and the processor.
The invention is further configured to: the second communication module is in signal connection with the first communication module.
The invention is further configured to: the central control unit further comprises an equipment adjusting module, the equipment adjusting module is used for receiving instructions of the processor and adjusting parameters of the production equipment, and the equipment adjusting module is electrically connected with the second communication module and the processor.
The invention is further configured to: the central control unit further comprises a manual control module, the manual control module is used for manually adjusting the operation of the central air conditioner energy supply equipment, and the manual control module is electrically connected with the processor and the equipment adjusting module.
The invention is further configured to: the user side monitoring unit comprises a third communication module, an air conditioner adjusting module, a temperature detector and an identification module, wherein:
the third communication module is used for realizing information interaction between the user side monitoring unit and the central control unit and is in signal connection with the second communication module;
the air conditioner adjusting module is used for adjusting the operation of the indoor air conditioner and summarizing energy consumption data of the indoor air conditioner and is electrically connected with the third communication module;
the temperature detector is used for detecting the indoor temperature in real time and is electrically connected with the air conditioner adjusting module;
the identification module is used for identifying whether people are in the room or not, and the identification module is electrically connected with the air conditioner adjusting module.
Advantageous effects
Compared with the known public technology, the technical scheme provided by the invention has the following beneficial effects:
the invention constructs an energy-efficient intelligent AI control system based on the traditional bottom layer thinking, detects the energy supply equipment of the central air conditioner in real time through the monitoring unit, when equipment fails, the equipment can be stopped in time, the safety is improved, the data is transmitted to the central control unit, the central control unit analyzes and judges the data by combining the data uploaded by the user side monitoring unit, the function condition of the central control function equipment is adjusted in real time, thereby realizing the effect of reasonably providing energy for the central air-conditioning equipment, achieving the effects of saving energy, reducing emission and improving the energy utilization rate, and can monitor the equipment in real time, realize the effect of high efficiency, reduce unnecessary energy waste, meanwhile, the set APP end of the mobile phone can realize remote monitoring energy efficiency monitoring, so that a user can operate the system at any time and any place.
Drawings
FIG. 1 is a system diagram of a conventional underlying-thinking-based AI control system;
FIG. 2 is a schematic diagram of a device monitoring unit in a conventional underlying-thinking-based AI control system;
FIG. 3 is a schematic diagram of a central control unit in a conventional underlying-thinking-based AI control system;
fig. 4 is a schematic diagram of a user monitoring unit in an AI control system based on conventional underlying thinking.
The reference numbers in the figures illustrate:
100. an equipment monitoring unit; 110. a first communication module; 120. a device control module; 130. an information acquisition module; 200. a central control unit; 210. a second communication module; 220. a processor; 230. a display module; 240. an equipment adjusting module; 250. a manual control module; 300. a user side monitoring unit; 310. a third communication module; 320. an air conditioner adjusting module; 330. a temperature detector; 340. an identification module; 400. and (6) a mobile phone APP terminal.
Detailed Description
The technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention; it is to be understood that the embodiments described are merely exemplary embodiments, rather than exemplary embodiments, and that all other embodiments may be devised by those skilled in the art without departing from the scope of the present invention.
In the description of the present invention, it should be noted that the terms "upper", "lower", "inner", "outer", "top/bottom", and the like indicate orientations or positional relationships based on those shown in the drawings, and are only for convenience of description and simplification of description, but do not indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and be operated, and thus should not be construed as limiting the present invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless otherwise explicitly specified or limited, the terms "mounted", "provided", "fitted/connected", "connected", and the like, are to be interpreted broadly, such as "connected", which may be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; the two components can be directly connected or indirectly connected through an intermediate medium, and the two components can be communicated with each other; the specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
Example (b):
referring to fig. 1-4, an AI control system based on traditional underlying thinking includes an equipment monitoring unit 100, a central control unit 200, a user side monitoring unit 300 and a mobile phone APP side 400, wherein: the equipment monitoring unit 100 is used for acquiring operation data of the central air-conditioning energy supply equipment in real time and adjusting transportation of the central air-conditioning energy supply equipment; the central control unit 200 is used for analyzing and judging the acquired data information and automatically or manually adjusting the operation of the central air-conditioning energy supply equipment, and the central control unit 200 is in signal connection with the equipment monitoring unit 100; the user side monitoring unit 300 is used for detecting the indoor temperature of the user in real time, identifying the indoor personnel of the user and adjusting the indoor temperature, and the user side monitoring unit 300 is in signal connection with the central control unit 200; the mobile phone APP end 400 is used for remotely controlling the central control unit 200, and the mobile phone APP end 400 is in signal connection with the central control unit 200; the central control unit 200 is also used to display the operation data of the central air conditioner energy supply equipment and the energy consumption data of the user terminal.
In the present embodiment, an energy-efficient intelligent AI control system is constructed based on the traditional underlying thinking, when in use, the equipment monitoring unit 100 can perform real-time data acquisition on the operation state of each equipment, transmit the data to the central control unit 200, analyze and judge the data by the central control unit 200, when the data of a certain device is found to be abnormal, the operation setting parameters of the device can be timely adjusted to ensure the normal operation of the device, meanwhile, the user side monitoring unit 300 can feed back the energy consumption situation to the central control unit 200, and the central control unit 200 can control the energy consumption situation according to the energy consumption situation of the user side, the function condition of the central control function equipment is adjusted in real time, the high-efficiency effect is realized, the unnecessary energy waste is reduced, meanwhile, the set mobile phone APP terminal 400 can realize remote monitoring energy efficiency monitoring, so that a user can operate the system at any time and any place.
In the present invention, the device monitoring unit 100 includes a first communication module 110, a device control module 120, and an information collecting module 130, wherein: the first communication module 110 is used for realizing information interaction between the equipment monitoring unit 100 and the central control unit 200; the equipment control module 120 is used for adjusting the operation state of the central air-conditioning energy supply equipment, and the equipment control module 120 is electrically connected with the first communication module 110; information acquisition module 130 is used for gathering in real time the operational data of central air conditioning energy supply equipment, information acquisition module 130 and first communication module 110 electric connection.
In this embodiment, the information acquisition module 130 transmits the acquired data information to the central control unit 200 through the first communication module 110, so that the central control unit 200 can know the operation condition of the equipment in real time, meanwhile, the central control unit 200 can consume energy or transmit an instruction to the equipment control module 120 through the first communication module 110, adjust the operation condition of the equipment by the equipment control module 120, such as adjusting a cooling tower, a circulating water pump, and the like, so that an effect of reasonably providing energy to the central air conditioning equipment can be realized, energy conservation and emission reduction are achieved, the energy utilization rate is improved, the equipment can be monitored in real time, when the equipment breaks down, the equipment can be stopped from operating and other processing measures in time, and the safety is improved.
In the present invention, the central control unit 200 includes a second communication module 210, a processor 220 and a display module 230, wherein: the second communication module 210 is used for implementing information interaction between the central control unit 200 and the equipment monitoring unit 100 and between the central control unit and the user side monitoring unit 300; the processor 220 is used for analyzing and judging the acquired data, issuing a corresponding instruction according to a judgment result, and the processor 220 is electrically connected with the second communication module 210; the display module 230 is used for displaying the received data information in real time, and the display module 230 is electrically connected to the second communication module 210 and the processor 220; the second communication module 210 is in signal connection with the first communication module 110; the central control unit 200 further includes an equipment adjusting module 240, wherein the equipment adjusting module 240 is configured to receive an instruction from the processor 220 and a production equipment adjusting parameter, and the equipment adjusting module 240 is electrically connected to the second communication module 210 and the processor 220; the central control unit 200 further includes a manual control module 250, the manual control module 250 is used for manually adjusting the operation of the central air conditioner energy supply device, and the manual control module 250 is electrically connected to the processor 220 and the device adjustment module 240.
In this embodiment, the information received by the second communication module 210 can be transmitted to the display module 230, the manager can know the running state of the device in time through the display module 230, meanwhile, the second communication module 210 can also be transmitted to the processor 220, the processor 220 analyzes and judges the data, the manager can adjust parameters of the production device through the device adjustment module 240, so as to realize intelligent adjustment of the energy supply device, so that the production and consumption are in a dynamic balance state, and the situation of excess or deficiency of energy supply is reduced.
In the present invention, the client monitoring unit 300 includes a third communication module 310, an air conditioner adjusting module 320, a temperature detector 330 and an identification module 340, wherein: the third communication module 310 is used for realizing information interaction between the user side monitoring unit 300 and the central control unit 200, and the third communication module 310 is in signal connection with the second communication module 210; the air conditioner adjusting module 320 is used for adjusting the operation of the indoor air conditioners and summarizing energy consumption data of the indoor air conditioners, and the air conditioner adjusting module 320 is electrically connected with the third communication module 310; the temperature detector 330 is used for detecting the indoor temperature in real time, and the temperature detector 330 is electrically connected with the air conditioner adjusting module 320; the recognition module 340 is used for identifying whether people are in the room, and the recognition module 340 is electrically connected with the air conditioner adjusting module 320.
In this embodiment, temperature detector 330 can measure indoor temperature and carry out real-time detection, data information transmission will be surveyed and air conditioner adjustment module 320 will be transmitted, and simultaneously, identification module 340 also can survey indoor whether personnel exist, also transmit survey information transmission for air conditioner adjustment module 320, gather by air conditioner adjustment module 320 and transmit for treater 220, air conditioner adjustment module 320 can receive treater 220's information instruction, realize opening indoor air conditioner, temperature adjustment and closing etc, in order to realize reasonable use air conditioner, avoid indoor long-time unmanned condition under, open the air conditioner, cause the waste, and can be reasonable set up indoor temperature.
The above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.

Claims (8)

1. The AI control system based on traditional underlying thinking is characterized by comprising an equipment monitoring unit (100), a central control unit (200), a user side monitoring unit (300) and a mobile phone APP side (400), wherein:
the equipment monitoring unit (100) is used for acquiring operation data of the central air-conditioning energy supply equipment in real time and adjusting transportation of the central air-conditioning energy supply equipment;
the central control unit (200) is used for analyzing and judging the acquired data information and automatically or manually adjusting the operation of the central air-conditioning energy supply equipment, and the central control unit (200) is in signal connection with the equipment monitoring unit (100);
the user side monitoring unit (300) is used for detecting the indoor temperature of the user in real time, identifying indoor personnel of the user and adjusting the indoor temperature, and the user side monitoring unit (300) is in signal connection with the central control unit (200);
cell-phone APP end (400) are used for realizing long-range control to central control unit (200), cell-phone APP end (400) and central control unit (200) signal connection.
2. The AI control system based on traditional underlying thinking according to claim 1, characterized in that the central control unit (200) is also used to display the operation data of the central air-conditioning energy supply device, and the energy consumption data of the user terminal.
3. The AI control system based on traditional underlying thinking according to claim 1, wherein the equipment monitoring unit (100) comprises a first communication module (110), an equipment control module (120), and an information collection module (130), wherein:
the first communication module (110) is used for realizing information interaction between the equipment monitoring unit (100) and the central control unit (200);
the equipment control module (120) is used for adjusting the running state of the central air-conditioning energy supply equipment, and the equipment control module (120) is electrically connected with the first communication module (110);
the information acquisition module (130) is used for collecting the running data of the central air-conditioning energy supply equipment in real time, and the information acquisition module (130) is electrically connected with the first communication module (110).
4. The AI control system based on traditional underlying thinking according to claim 3, wherein the central control unit (200) comprises a second communication module (210), a processor (220), and a display module (230), wherein:
the second communication module (210) is used for realizing information interaction between the central control unit (200) and the equipment monitoring unit (100) and between the central control unit and the user side monitoring unit (300);
the processor (220) is used for analyzing and judging the acquired data, issuing a corresponding instruction according to a judgment result, and the processor (220) is electrically connected with the second communication module (210);
the display module (230) is used for displaying the received data information in real time, and the display module (230) is electrically connected with the second communication module (210) and the processor (220).
5. The AI control system of claim 4 wherein the second communication module (210) is in signal communication with the first communication module (110).
6. The AI control system of claim 4, wherein the central control unit (200) further comprises a device tuning module (240), the device tuning module (240) being configured to receive the instructions from the processor (220) and to generate device tuning parameters, the device tuning module (240) being electrically connected to the second communication module (210) and the processor (220).
7. The AI control system based on traditional underlying thinking according to claim 6, wherein the central control unit (200) further comprises a manual control module (250), the manual control module (250) is used for manually adjusting the operation of the central air-conditioning energy supply device, and the manual control module (250) is electrically connected with the processor (220) and the device adjusting module (240).
8. The AI control system based on traditional underlying thinking according to claim 4, wherein the client monitoring unit (300) comprises a third communication module (310), an air conditioner adjusting module (320), a temperature detector (330), and an identification module (340), wherein:
the third communication module (310) is used for realizing information interaction between the user side monitoring unit (300) and the central control unit (200), and the third communication module (310) is in signal connection with the second communication module (210);
the air conditioner adjusting module (320) is used for adjusting the operation of the indoor air conditioner and summarizing energy consumption data of the indoor air conditioner, and the air conditioner adjusting module (320) is electrically connected with the third communication module (310);
the temperature detector (330) is used for detecting the indoor temperature in real time, and the temperature detector (330) is electrically connected with the air conditioner adjusting module (320);
the identification module (340) is used for identifying whether people are in the room, and the identification module (340) is electrically connected with the air conditioner adjusting module (320).
CN202210159735.3A 2022-02-22 2022-02-22 AI control system based on traditional bottom thinking Pending CN114508834A (en)

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Application Number Priority Date Filing Date Title
CN202210159735.3A CN114508834A (en) 2022-02-22 2022-02-22 AI control system based on traditional bottom thinking

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CN114508834A true CN114508834A (en) 2022-05-17

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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090012650A1 (en) * 2007-07-06 2009-01-08 Chunghwa Telecom Co., Ltd. Network-based air-conditioning equipment remote monitoring and management system
CN102901184A (en) * 2011-07-27 2013-01-30 青岛高校信息产业有限公司 Remote air conditioner monitor
CN103062861A (en) * 2012-12-05 2013-04-24 四川长虹电器股份有限公司 Energy-saving method and system for central air conditioner
CN205245463U (en) * 2015-09-24 2016-05-18 中科网联能源技术有限公司 Central air conditioning smart mobile phone networked control system
CN110260479A (en) * 2019-06-17 2019-09-20 山东电子职业技术学院 Tail end of central air conditioner monitoring and energy consumption management system and management method based on APP
CN112611099A (en) * 2020-12-18 2021-04-06 宁波向往智汇科技有限公司 Central air-conditioning control system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090012650A1 (en) * 2007-07-06 2009-01-08 Chunghwa Telecom Co., Ltd. Network-based air-conditioning equipment remote monitoring and management system
CN102901184A (en) * 2011-07-27 2013-01-30 青岛高校信息产业有限公司 Remote air conditioner monitor
CN103062861A (en) * 2012-12-05 2013-04-24 四川长虹电器股份有限公司 Energy-saving method and system for central air conditioner
CN205245463U (en) * 2015-09-24 2016-05-18 中科网联能源技术有限公司 Central air conditioning smart mobile phone networked control system
CN110260479A (en) * 2019-06-17 2019-09-20 山东电子职业技术学院 Tail end of central air conditioner monitoring and energy consumption management system and management method based on APP
CN112611099A (en) * 2020-12-18 2021-04-06 宁波向往智汇科技有限公司 Central air-conditioning control system

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Application publication date: 20220517