Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building
This book introduces a framework for occupant-oriented demand response in residential buildings with distributed energy sources. Using model predictive control, it optimizes heat pump operation while integrating PV, batteries, and occupants’ thermal satisfaction. Results show over 20% cost savings a...
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| Format: | Online |
| Language: | English |
| Published: |
KIT Scientific Publishing
2025
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| Online Access: | https://library.oapen.org/handle/20.500.12657/100722 |
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| _version_ | 1869513927431290880 |
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| author | Frahm, Moritz |
| author_browse | Frahm, Moritz |
| author_facet | Frahm, Moritz |
| author_sort | Frahm, Moritz |
| collection | Directory of Open Access Books |
| description | This book introduces a framework for occupant-oriented demand response in residential buildings with distributed energy sources. Using model predictive control, it optimizes heat pump operation while integrating PV, batteries, and occupants’ thermal satisfaction. Results show over 20% cost savings and enhanced thermal satisfaction. PV integration further reduces costs by over 50%. The framework provides a practical, data-driven approach for versatile, energy-efficient building solutions. |
| format | Online |
| id | doab-20.500.12854ir-158421 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1584212025-05-27T05:46:06Z Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building Frahm, Moritz building control; multi-zone modeling; energy optimization; model predictive control; demand response; Gebäudesteuerung; Mehrzonenmodellierung; Energieoptimierung; modellprädiktive Regelung; Demand Response thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials This book introduces a framework for occupant-oriented demand response in residential buildings with distributed energy sources. Using model predictive control, it optimizes heat pump operation while integrating PV, batteries, and occupants’ thermal satisfaction. Results show over 20% cost savings and enhanced thermal satisfaction. PV integration further reduces costs by over 50%. The framework provides a practical, data-driven approach for versatile, energy-efficient building solutions. 2025-04-15T04:11:11Z 2025-04-15T04:11:11Z 2025-04-14T07:43:04Z 2025 book https://library.oapen.org/handle/20.500.12657/100722 9783731513858 https://directory.doabooks.org/handle/20.500.12854/158421 eng open access image/jpeg image/jpeg Attribution 4.0 International Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/100722/1/occupant-oriented-demand-response-with-model-predictive-heating-control-in-a-multi-zone-residential-building.pdf https://library.oapen.org/bitstream/20.500.12657/100722/1/occupant-oriented-demand-response-with-model-predictive-heating-control-in-a-multi-zone-residential-building.pdf KIT Scientific Publishing 10.5445/KSP/1000174319 10.5445/KSP/1000174319 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731513858 130 open access |
| spellingShingle | building control; multi-zone modeling; energy optimization; model predictive control; demand response; Gebäudesteuerung; Mehrzonenmodellierung; Energieoptimierung; modellprädiktive Regelung; Demand Response thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials Frahm, Moritz Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title | Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title_full | Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title_fullStr | Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title_full_unstemmed | Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title_short | Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building |
| title_sort | occupant oriented demand response with model predictive heating control in a multi zone residential building |
| topic | building control; multi-zone modeling; energy optimization; model predictive control; demand response; Gebäudesteuerung; Mehrzonenmodellierung; Energieoptimierung; modellprädiktive Regelung; Demand Response thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| topic_facet | building control; multi-zone modeling; energy optimization; model predictive control; demand response; Gebäudesteuerung; Mehrzonenmodellierung; Energieoptimierung; modellprädiktive Regelung; Demand Response thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| url | https://library.oapen.org/handle/20.500.12657/100722 |
| work_keys_str_mv | AT frahmmoritz occupantorienteddemandresponsewithmodelpredictiveheatingcontrolinamultizoneresidentialbuilding |