A review of current research on occupant-centric control for improving comfort and energy efficiency
Occupant-centric control (OCC) is intelligent control of building systems based on the real comfort needs of occupants. This paper provides a comprehensive review of how real-world data on energy-related occupant behavior (OB) can be integrated and applied in OCC systems. The aim is to accurately po...
Gespeichert in:
Veröffentlicht in: | Building simulation 2024, Vol.17 (10), p.1675-1692 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1692 |
---|---|
container_issue | 10 |
container_start_page | 1675 |
container_title | Building simulation |
container_volume | 17 |
creator | Yuan, Yue Song, Chengcheng Gao, Liying Zeng, Kejun Chen, Yixing |
description | Occupant-centric control (OCC) is intelligent control of building systems based on the real comfort needs of occupants. This paper provides a comprehensive review of how real-world data on energy-related occupant behavior (OB) can be integrated and applied in OCC systems. The aim is to accurately portray the real occupant needs and improve energy efficiency without sacrificing occupant comfort. This paper first introduces two types of OB: detailed occupancy states and energy-interaction behaviors, including methods to monitor, establish, and predict these OB. Then, OCC is divided into real-time control and model-based predictive control, and each of these four scenarios is discussed. It extensively reviews OCC methods for different equipment in four cases, covering control strategies, control scales, comfort enhancement scenarios, and energy-saving potential for each category. It is summarized that despite extensive research on OB, there are still significant challenges in integrating this research into OCC. A major issue is the lack of a bridge connecting monitoring acquired information and controls. In addition, the article reviews the current state of OCC platform development. The future direction should be combined with advanced Internet of Things (IoT) technologies, WiFi, and other communication technologies to obtain information about people’s behavior and real needs in order to create truly energy efficient and comfortable smart environments. The article also discusses how enhancing the real-time feedback capability of the OCC system can help improve the overall control system capability and the importance of testing through experimentation. |
doi_str_mv | 10.1007/s12273-024-1170-1 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3127037310</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3127037310</sourcerecordid><originalsourceid>FETCH-LOGICAL-c198t-c7fc28d7226e98dbab6843f7aaaf6070e46f330e245fdd5278e00f29003694393</originalsourceid><addsrcrecordid>eNp1UE1LAzEQDaJg0f4AbwHPq5OP3WyOpfgFBS96Dml2Ure0SU26lf57U7bgybnM8Oa9N8Mj5I7BAwNQj5lxrkQFXFaMKajYBZkwrZuqVVJenmdRa31Npjmv4VQKaikmpJvRhIcef2j01A0pYdgXJKNN7ovGQKNzw86GfeXKJvWOulh63FAfE-23uxQPfVgVdFuAPbWhoxgwrY4Uve9dj8Edb8mVt5uM03O_IZ_PTx_z12rx_vI2ny0qx3RbLijveNspzhvUbbe0y6aVwitrrW_KwygbLwQgl7XvupqrFgE81wCi0VJocUPuR9_y1feAeW_WcUihnDSCcQVCCQaFxUaWSzHnhN7sUr-16WgYmFOeZszTlDzNKU_DioaPmly4YYXpz_l_0S8R-3h0</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3127037310</pqid></control><display><type>article</type><title>A review of current research on occupant-centric control for improving comfort and energy efficiency</title><source>Springer Nature - Complete Springer Journals</source><creator>Yuan, Yue ; Song, Chengcheng ; Gao, Liying ; Zeng, Kejun ; Chen, Yixing</creator><creatorcontrib>Yuan, Yue ; Song, Chengcheng ; Gao, Liying ; Zeng, Kejun ; Chen, Yixing</creatorcontrib><description>Occupant-centric control (OCC) is intelligent control of building systems based on the real comfort needs of occupants. This paper provides a comprehensive review of how real-world data on energy-related occupant behavior (OB) can be integrated and applied in OCC systems. The aim is to accurately portray the real occupant needs and improve energy efficiency without sacrificing occupant comfort. This paper first introduces two types of OB: detailed occupancy states and energy-interaction behaviors, including methods to monitor, establish, and predict these OB. Then, OCC is divided into real-time control and model-based predictive control, and each of these four scenarios is discussed. It extensively reviews OCC methods for different equipment in four cases, covering control strategies, control scales, comfort enhancement scenarios, and energy-saving potential for each category. It is summarized that despite extensive research on OB, there are still significant challenges in integrating this research into OCC. A major issue is the lack of a bridge connecting monitoring acquired information and controls. In addition, the article reviews the current state of OCC platform development. The future direction should be combined with advanced Internet of Things (IoT) technologies, WiFi, and other communication technologies to obtain information about people’s behavior and real needs in order to create truly energy efficient and comfortable smart environments. The article also discusses how enhancing the real-time feedback capability of the OCC system can help improve the overall control system capability and the importance of testing through experimentation.</description><identifier>ISSN: 1996-3599</identifier><identifier>EISSN: 1996-8744</identifier><identifier>DOI: 10.1007/s12273-024-1170-1</identifier><language>eng</language><publisher>Beijing: Tsinghua University Press</publisher><subject>Atmospheric Protection/Air Quality Control/Air Pollution ; Building Construction and Design ; Comfort ; Control equipment ; Control systems ; Energy efficiency ; Engineering ; Engineering Thermodynamics ; Heat and Mass Transfer ; Internet of Things ; Monitoring/Environmental Analysis ; Predictive control ; Real time ; Review Article</subject><ispartof>Building simulation, 2024, Vol.17 (10), p.1675-1692</ispartof><rights>Tsinghua University Press 2024</rights><rights>Tsinghua University Press 2024.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c198t-c7fc28d7226e98dbab6843f7aaaf6070e46f330e245fdd5278e00f29003694393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12273-024-1170-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12273-024-1170-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,777,781,27905,27906,41469,42538,51300</link.rule.ids></links><search><creatorcontrib>Yuan, Yue</creatorcontrib><creatorcontrib>Song, Chengcheng</creatorcontrib><creatorcontrib>Gao, Liying</creatorcontrib><creatorcontrib>Zeng, Kejun</creatorcontrib><creatorcontrib>Chen, Yixing</creatorcontrib><title>A review of current research on occupant-centric control for improving comfort and energy efficiency</title><title>Building simulation</title><addtitle>Build. Simul</addtitle><description>Occupant-centric control (OCC) is intelligent control of building systems based on the real comfort needs of occupants. This paper provides a comprehensive review of how real-world data on energy-related occupant behavior (OB) can be integrated and applied in OCC systems. The aim is to accurately portray the real occupant needs and improve energy efficiency without sacrificing occupant comfort. This paper first introduces two types of OB: detailed occupancy states and energy-interaction behaviors, including methods to monitor, establish, and predict these OB. Then, OCC is divided into real-time control and model-based predictive control, and each of these four scenarios is discussed. It extensively reviews OCC methods for different equipment in four cases, covering control strategies, control scales, comfort enhancement scenarios, and energy-saving potential for each category. It is summarized that despite extensive research on OB, there are still significant challenges in integrating this research into OCC. A major issue is the lack of a bridge connecting monitoring acquired information and controls. In addition, the article reviews the current state of OCC platform development. The future direction should be combined with advanced Internet of Things (IoT) technologies, WiFi, and other communication technologies to obtain information about people’s behavior and real needs in order to create truly energy efficient and comfortable smart environments. The article also discusses how enhancing the real-time feedback capability of the OCC system can help improve the overall control system capability and the importance of testing through experimentation.</description><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Building Construction and Design</subject><subject>Comfort</subject><subject>Control equipment</subject><subject>Control systems</subject><subject>Energy efficiency</subject><subject>Engineering</subject><subject>Engineering Thermodynamics</subject><subject>Heat and Mass Transfer</subject><subject>Internet of Things</subject><subject>Monitoring/Environmental Analysis</subject><subject>Predictive control</subject><subject>Real time</subject><subject>Review Article</subject><issn>1996-3599</issn><issn>1996-8744</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp1UE1LAzEQDaJg0f4AbwHPq5OP3WyOpfgFBS96Dml2Ure0SU26lf57U7bgybnM8Oa9N8Mj5I7BAwNQj5lxrkQFXFaMKajYBZkwrZuqVVJenmdRa31Npjmv4VQKaikmpJvRhIcef2j01A0pYdgXJKNN7ovGQKNzw86GfeXKJvWOulh63FAfE-23uxQPfVgVdFuAPbWhoxgwrY4Uve9dj8Edb8mVt5uM03O_IZ_PTx_z12rx_vI2ny0qx3RbLijveNspzhvUbbe0y6aVwitrrW_KwygbLwQgl7XvupqrFgE81wCi0VJocUPuR9_y1feAeW_WcUihnDSCcQVCCQaFxUaWSzHnhN7sUr-16WgYmFOeZszTlDzNKU_DioaPmly4YYXpz_l_0S8R-3h0</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Yuan, Yue</creator><creator>Song, Chengcheng</creator><creator>Gao, Liying</creator><creator>Zeng, Kejun</creator><creator>Chen, Yixing</creator><general>Tsinghua University Press</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>2024</creationdate><title>A review of current research on occupant-centric control for improving comfort and energy efficiency</title><author>Yuan, Yue ; Song, Chengcheng ; Gao, Liying ; Zeng, Kejun ; Chen, Yixing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c198t-c7fc28d7226e98dbab6843f7aaaf6070e46f330e245fdd5278e00f29003694393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Building Construction and Design</topic><topic>Comfort</topic><topic>Control equipment</topic><topic>Control systems</topic><topic>Energy efficiency</topic><topic>Engineering</topic><topic>Engineering Thermodynamics</topic><topic>Heat and Mass Transfer</topic><topic>Internet of Things</topic><topic>Monitoring/Environmental Analysis</topic><topic>Predictive control</topic><topic>Real time</topic><topic>Review Article</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yuan, Yue</creatorcontrib><creatorcontrib>Song, Chengcheng</creatorcontrib><creatorcontrib>Gao, Liying</creatorcontrib><creatorcontrib>Zeng, Kejun</creatorcontrib><creatorcontrib>Chen, Yixing</creatorcontrib><collection>CrossRef</collection><jtitle>Building simulation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yuan, Yue</au><au>Song, Chengcheng</au><au>Gao, Liying</au><au>Zeng, Kejun</au><au>Chen, Yixing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A review of current research on occupant-centric control for improving comfort and energy efficiency</atitle><jtitle>Building simulation</jtitle><stitle>Build. Simul</stitle><date>2024</date><risdate>2024</risdate><volume>17</volume><issue>10</issue><spage>1675</spage><epage>1692</epage><pages>1675-1692</pages><issn>1996-3599</issn><eissn>1996-8744</eissn><abstract>Occupant-centric control (OCC) is intelligent control of building systems based on the real comfort needs of occupants. This paper provides a comprehensive review of how real-world data on energy-related occupant behavior (OB) can be integrated and applied in OCC systems. The aim is to accurately portray the real occupant needs and improve energy efficiency without sacrificing occupant comfort. This paper first introduces two types of OB: detailed occupancy states and energy-interaction behaviors, including methods to monitor, establish, and predict these OB. Then, OCC is divided into real-time control and model-based predictive control, and each of these four scenarios is discussed. It extensively reviews OCC methods for different equipment in four cases, covering control strategies, control scales, comfort enhancement scenarios, and energy-saving potential for each category. It is summarized that despite extensive research on OB, there are still significant challenges in integrating this research into OCC. A major issue is the lack of a bridge connecting monitoring acquired information and controls. In addition, the article reviews the current state of OCC platform development. The future direction should be combined with advanced Internet of Things (IoT) technologies, WiFi, and other communication technologies to obtain information about people’s behavior and real needs in order to create truly energy efficient and comfortable smart environments. The article also discusses how enhancing the real-time feedback capability of the OCC system can help improve the overall control system capability and the importance of testing through experimentation.</abstract><cop>Beijing</cop><pub>Tsinghua University Press</pub><doi>10.1007/s12273-024-1170-1</doi><tpages>18</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1996-3599 |
ispartof | Building simulation, 2024, Vol.17 (10), p.1675-1692 |
issn | 1996-3599 1996-8744 |
language | eng |
recordid | cdi_proquest_journals_3127037310 |
source | Springer Nature - Complete Springer Journals |
subjects | Atmospheric Protection/Air Quality Control/Air Pollution Building Construction and Design Comfort Control equipment Control systems Energy efficiency Engineering Engineering Thermodynamics Heat and Mass Transfer Internet of Things Monitoring/Environmental Analysis Predictive control Real time Review Article |
title | A review of current research on occupant-centric control for improving comfort and energy efficiency |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-21T07%3A45%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20review%20of%20current%20research%20on%20occupant-centric%20control%20for%20improving%20comfort%20and%20energy%20efficiency&rft.jtitle=Building%20simulation&rft.au=Yuan,%20Yue&rft.date=2024&rft.volume=17&rft.issue=10&rft.spage=1675&rft.epage=1692&rft.pages=1675-1692&rft.issn=1996-3599&rft.eissn=1996-8744&rft_id=info:doi/10.1007/s12273-024-1170-1&rft_dat=%3Cproquest_cross%3E3127037310%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3127037310&rft_id=info:pmid/&rfr_iscdi=true |