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 algorithmInfo
- 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
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)
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)
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)
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)
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 |
-
2021
- 2021-07-23 CN CN202110838515.9A patent/CN113606650B/en active Active
-
2022
- 2022-06-17 ZA ZA2022/06720A patent/ZA202206720B/en unknown
Cited By (2)
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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