ZA202206720B - Room temperature control system for intelligent heating based on machine learning algorithm - Google Patents

Room temperature control system for intelligent heating based on machine learning algorithm

Info

Publication number
ZA202206720B
ZA202206720B ZA2022/06720A ZA202206720A ZA202206720B ZA 202206720 B ZA202206720 B ZA 202206720B ZA 2022/06720 A ZA2022/06720 A ZA 2022/06720A ZA 202206720 A ZA202206720 A ZA 202206720A ZA 202206720 B ZA202206720 B ZA 202206720B
Authority
ZA
South Africa
Prior art keywords
room temperature
control system
temperature control
machine learning
learning algorithm
Prior art date
Application number
ZA2022/06720A
Inventor
Rongxin Wang
Rui Zhang
Wei Zhang
Yuguo Liu
Xin Nie
Yi Xu
Zhenfu Ge
Zhe Zhang
Hongxu Qiao
Xiang Gao
Yi Yang
Chen Wang
Xinhua Che
Original Assignee
Zibo District Heating Ltd Company
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Zibo District Heating Ltd Company filed Critical Zibo District Heating Ltd Company
Publication of ZA202206720B publication Critical patent/ZA202206720B/en

Links

Classifications

    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24D—DOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D19/00—Details
    • F24D19/10—Arrangement or mounting of control or safety devices
    • F24D19/1006—Arrangement or mounting of control or safety devices for water heating systems
    • F24D19/1009—Arrangement or mounting of control or safety devices for water heating systems for central heating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Thermal Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • Air Conditioning Control Device (AREA)
ZA2022/06720A 2021-07-23 2022-06-17 Room temperature control system for intelligent heating based on machine learning algorithm ZA202206720B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110838515.9A CN113606650B (en) 2021-07-23 2021-07-23 Intelligent heat supply room temperature regulation and control system based on machine learning algorithm

Publications (1)

Publication Number Publication Date
ZA202206720B true ZA202206720B (en) 2022-08-31

Family

ID=78305317

Family Applications (1)

Application Number Title Priority Date Filing Date
ZA2022/06720A ZA202206720B (en) 2021-07-23 2022-06-17 Room temperature control system for intelligent heating based on machine learning algorithm

Country Status (2)

Country Link
CN (1) CN113606650B (en)
ZA (1) ZA202206720B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117968143A (en) * 2024-04-01 2024-05-03 陕西德联新能源有限公司 Energy-saving optimization method and system for heating system

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114909707B (en) * 2022-04-24 2023-10-10 浙江英集动力科技有限公司 Heat supply secondary network regulation and control method based on intelligent balance device and reinforcement learning

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH1194327A (en) * 1997-09-18 1999-04-09 Matsushita Seiko Co Ltd Controller for air conditioner
CN109740787B (en) * 2018-11-20 2021-07-13 第四范式（北京）技术有限公司 Training building air conditioner load prediction model and prediction method and device using same
CN109934386B (en) * 2019-01-30 2022-06-28 山西河坡发电有限责任公司 Heat load prediction method for combined heat and power system
CN111121150A (en) * 2020-01-03 2020-05-08 西咸新区玄武信息科技有限公司 Intelligent thermal load prediction regulation and control method, system and storage medium
CN111578370B (en) * 2020-05-13 2021-05-18 山东普赛通信科技股份有限公司 Heating regulation and control method, system, medium and electronic equipment

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117968143A (en) * 2024-04-01 2024-05-03 陕西德联新能源有限公司 Energy-saving optimization method and system for heating system
CN117968143B (en) * 2024-04-01 2024-06-04 陕西德联新能源有限公司 Energy-saving optimization method and system for heating system

Also Published As

Publication number Publication date
CN113606650A (en) 2021-11-05
CN113606650B (en) 2022-12-13

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