Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment
Many advanced control methods have been proposed in the past to improve the operation of buildings. This reprint collected publications dealing with advanced control solutions implemented in existing buildings to improve their performance. Moreover, it gathers promising methodologies to facilitate t...
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| 格式: | Online |
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| 語言: | 英语 |
| 出版: |
MDPI - Multidisciplinary Digital Publishing Institute
2024
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| 主題: | |
| 在線閱讀: | ONIX_20240514_9783725804733_353 |
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| _version_ | 1869517080972230656 |
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| collection | Directory of Open Access Books |
| description | Many advanced control methods have been proposed in the past to improve the operation of buildings. This reprint collected publications dealing with advanced control solutions implemented in existing buildings to improve their performance. Moreover, it gathers promising methodologies to facilitate the adoption of advanced control solutions in the building control industry. It includes virtual sensing for indoor air pollutants, novel models to predict indoor air temperature as well as building heating and cooling loads; and model-based controls, predictive controls, and predictive maintenance algorithms to optimize setpoint tracking and the operation of building heating and cooling systems. |
| format | Online |
| id | doab-20.500.12854ir-137757 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1377572024-05-14T14:22:18Z Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment Saloux, Etienne model predictive control advanced controls control-oriented models energy efficiency optimization thermal comfort energy flexibility model-based control strategies school buildings measured data predictive maintenance faults detection and diagnosis chilled water system commercial buildings Industry 4.0 Quality 4.0 data-driven analysis energy consumption data-driven prediction building heating load cooling load HVAC control faults industry 4.0 quality 4.0 survey frequencies model-based controls free cooling chiller sequencing temperature reset strategies decision tree algorithm industrial engineering engineering management indoor temperature machine learning deep learning educational building virtual sensing LSTM IAQ monitoring data analytics decarbonization flexibility building operation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Many advanced control methods have been proposed in the past to improve the operation of buildings. This reprint collected publications dealing with advanced control solutions implemented in existing buildings to improve their performance. Moreover, it gathers promising methodologies to facilitate the adoption of advanced control solutions in the building control industry. It includes virtual sensing for indoor air pollutants, novel models to predict indoor air temperature as well as building heating and cooling loads; and model-based controls, predictive controls, and predictive maintenance algorithms to optimize setpoint tracking and the operation of building heating and cooling systems. 2024-05-14T14:22:06Z 2024-05-14T14:22:06Z 2024 book ONIX_20240514_9783725804733_353 9783725804733 9783725804740 https://directory.doabooks.org/handle/20.500.12854/137757 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/8990 https://mdpi.com/books/pdfview/book/8990 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-0474-0 10.3390/books978-3-7258-0474-0 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725804733 9783725804740 264 open access |
| spellingShingle | model predictive control advanced controls control-oriented models energy efficiency optimization thermal comfort energy flexibility model-based control strategies school buildings measured data predictive maintenance faults detection and diagnosis chilled water system commercial buildings Industry 4.0 Quality 4.0 data-driven analysis energy consumption data-driven prediction building heating load cooling load HVAC control faults industry 4.0 quality 4.0 survey frequencies model-based controls free cooling chiller sequencing temperature reset strategies decision tree algorithm industrial engineering engineering management indoor temperature machine learning deep learning educational building virtual sensing LSTM IAQ monitoring data analytics decarbonization flexibility building operation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title | Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title_full | Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title_fullStr | Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title_full_unstemmed | Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title_short | Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment |
| title_sort | practical applications of model predictive control and other advanced control methods in the built environment |
| topic | model predictive control advanced controls control-oriented models energy efficiency optimization thermal comfort energy flexibility model-based control strategies school buildings measured data predictive maintenance faults detection and diagnosis chilled water system commercial buildings Industry 4.0 Quality 4.0 data-driven analysis energy consumption data-driven prediction building heating load cooling load HVAC control faults industry 4.0 quality 4.0 survey frequencies model-based controls free cooling chiller sequencing temperature reset strategies decision tree algorithm industrial engineering engineering management indoor temperature machine learning deep learning educational building virtual sensing LSTM IAQ monitoring data analytics decarbonization flexibility building operation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| topic_facet | model predictive control advanced controls control-oriented models energy efficiency optimization thermal comfort energy flexibility model-based control strategies school buildings measured data predictive maintenance faults detection and diagnosis chilled water system commercial buildings Industry 4.0 Quality 4.0 data-driven analysis energy consumption data-driven prediction building heating load cooling load HVAC control faults industry 4.0 quality 4.0 survey frequencies model-based controls free cooling chiller sequencing temperature reset strategies decision tree algorithm industrial engineering engineering management indoor temperature machine learning deep learning educational building virtual sensing LSTM IAQ monitoring data analytics decarbonization flexibility building operation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| url | ONIX_20240514_9783725804733_353 |