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Variable Pressure Difference Control Method for Chilled Water System Based on the Identification of the Most Unfavorable Thermodynamic Loop
A variable pressure differential fuzzy control method is proposed based on the online identification method for key parameters and the fuzzy subset inference fuzzy control method of the chilled water system network model. Firstly, a phase plane fuzzy identification method is proposed for the most un...
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Published in: | Buildings (Basel) 2024-05, Vol.14 (5), p.1360 |
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description | A variable pressure differential fuzzy control method is proposed based on the online identification method for key parameters and the fuzzy subset inference fuzzy control method of the chilled water system network model. Firstly, a phase plane fuzzy identification method is proposed for the most unfavorable thermal loop. The study focuses on analyzing the trend of room temperature deviation and deviation change in different quadrants in the phase plane. Furthermore, we establish a chilled water pipe network model that recalculates flow variation in both the main pipe and each branch pipe section to eliminate the most unfavorable thermal loop. Finally, the test platform for the fan coil variable flow air conditioning water system was designed and constructed to meet the requirements of energy-saving regulation. Additionally, the network monitoring system for the test platform was completed. The calibration and debugging results demonstrate that the monitoring error is within ±5.0%, ensuring precise control of room temperature at the end of the branch within ±0.5 °C. Results demonstrate that our novel method exhibits superior stability in room temperature control compared to traditional linear variable pressure differential set point controls while achieving energy saving ranging from 4.7% to 6.5%. |
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Firstly, a phase plane fuzzy identification method is proposed for the most unfavorable thermal loop. The study focuses on analyzing the trend of room temperature deviation and deviation change in different quadrants in the phase plane. Furthermore, we establish a chilled water pipe network model that recalculates flow variation in both the main pipe and each branch pipe section to eliminate the most unfavorable thermal loop. Finally, the test platform for the fan coil variable flow air conditioning water system was designed and constructed to meet the requirements of energy-saving regulation. Additionally, the network monitoring system for the test platform was completed. The calibration and debugging results demonstrate that the monitoring error is within ±5.0%, ensuring precise control of room temperature at the end of the branch within ±0.5 °C. Results demonstrate that our novel method exhibits superior stability in room temperature control compared to traditional linear variable pressure differential set point controls while achieving energy saving ranging from 4.7% to 6.5%.</description><identifier>ISSN: 2075-5309</identifier><identifier>EISSN: 2075-5309</identifier><identifier>DOI: 10.3390/buildings14051360</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Air conditioning ; Analysis ; Chilled water systems ; Control algorithms ; Control engineering ; Control methods ; Control systems ; Cooling ; Deviation ; Energy conservation ; Energy consumption ; Equipment and supplies ; Feedback ; Fuzzy control ; Fuzzy sets ; Hydraulics ; Identification methods ; Mathematical programming ; Methods ; Monitoring ; most unfavorable thermal loop ; network model online identification ; Optimization ; Parameter identification ; Pipes ; Room temperature ; Software ; Temperature control ; Thermodynamics ; tracer direction vector angle ; variable pressure difference control ; Water pipelines ; Water shortages ; Water supply</subject><ispartof>Buildings (Basel), 2024-05, Vol.14 (5), p.1360</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c303t-799e586740e195c0f96ed69fdab15e7fe9712c10e60cbcac490d2c3a9e527b3f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3059508383/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3059508383?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Chen, Tingting</creatorcontrib><creatorcontrib>Han, Yuhang</creatorcontrib><title>Variable Pressure Difference Control Method for Chilled Water System Based on the Identification of the Most Unfavorable Thermodynamic Loop</title><title>Buildings (Basel)</title><description>A variable pressure differential fuzzy control method is proposed based on the online identification method for key parameters and the fuzzy subset inference fuzzy control method of the chilled water system network model. Firstly, a phase plane fuzzy identification method is proposed for the most unfavorable thermal loop. The study focuses on analyzing the trend of room temperature deviation and deviation change in different quadrants in the phase plane. Furthermore, we establish a chilled water pipe network model that recalculates flow variation in both the main pipe and each branch pipe section to eliminate the most unfavorable thermal loop. Finally, the test platform for the fan coil variable flow air conditioning water system was designed and constructed to meet the requirements of energy-saving regulation. Additionally, the network monitoring system for the test platform was completed. The calibration and debugging results demonstrate that the monitoring error is within ±5.0%, ensuring precise control of room temperature at the end of the branch within ±0.5 °C. Results demonstrate that our novel method exhibits superior stability in room temperature control compared to traditional linear variable pressure differential set point controls while achieving energy saving ranging from 4.7% to 6.5%.</description><subject>Air conditioning</subject><subject>Analysis</subject><subject>Chilled water systems</subject><subject>Control algorithms</subject><subject>Control engineering</subject><subject>Control methods</subject><subject>Control systems</subject><subject>Cooling</subject><subject>Deviation</subject><subject>Energy conservation</subject><subject>Energy consumption</subject><subject>Equipment and supplies</subject><subject>Feedback</subject><subject>Fuzzy control</subject><subject>Fuzzy sets</subject><subject>Hydraulics</subject><subject>Identification methods</subject><subject>Mathematical programming</subject><subject>Methods</subject><subject>Monitoring</subject><subject>most unfavorable thermal loop</subject><subject>network model online identification</subject><subject>Optimization</subject><subject>Parameter identification</subject><subject>Pipes</subject><subject>Room temperature</subject><subject>Software</subject><subject>Temperature control</subject><subject>Thermodynamics</subject><subject>tracer direction vector angle</subject><subject>variable pressure difference control</subject><subject>Water pipelines</subject><subject>Water shortages</subject><subject>Water supply</subject><issn>2075-5309</issn><issn>2075-5309</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNplkd2KFDEQhRtRcFn3AbwLeD1r0ul0Opfr-Dcwi4K7etlUJ5WZDD2pMckI8wy-tHFGRLBuUnzUOXVCNc1LwW-lNPz1dAyzC3GTRceVkD1_0ly1XKuFktw8_ad_3tzkvOO1BtW2qrtqfn6FFGCakX1OmPMxIXsbvMeE0SJbUiyJZnaPZUuOeUpsuQ3zjI59g4KJfTnlgnv2BnJFFFnZIls5jCX4YKGEisif6T3lwh6jhx-Uzvsetpj25E4R9sGyNdHhRfPMw5zx5s973Ty-f_ew_LhYf_qwWt6tF1ZyWRbaGFRDrzuOwijLvenR9cY7mIRC7dFo0VrBsed2smA7w11rJVRVqyfp5XWzuvg6gt14SGEP6TQShPEMKG1GSCXYGUdfDS3n3nZT2w1eDbaFYdI4GQeub6fq9eridUj0_Yi5jDs6pljjj5Iro_ggB1mnbi9TG6imIXoqCWo0cFg_TxF9qPxOGyW1EVJXgbgIbKKcE_q_MQUff998_O_m8hcHPKNz</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>Chen, Tingting</creator><creator>Han, Yuhang</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>KR7</scope><scope>L.-</scope><scope>L6V</scope><scope>M7S</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>DOA</scope></search><sort><creationdate>20240501</creationdate><title>Variable Pressure Difference Control Method for Chilled Water System Based on the Identification of the Most Unfavorable Thermodynamic Loop</title><author>Chen, Tingting ; Han, Yuhang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c303t-799e586740e195c0f96ed69fdab15e7fe9712c10e60cbcac490d2c3a9e527b3f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Air conditioning</topic><topic>Analysis</topic><topic>Chilled water systems</topic><topic>Control algorithms</topic><topic>Control engineering</topic><topic>Control methods</topic><topic>Control systems</topic><topic>Cooling</topic><topic>Deviation</topic><topic>Energy conservation</topic><topic>Energy consumption</topic><topic>Equipment and supplies</topic><topic>Feedback</topic><topic>Fuzzy control</topic><topic>Fuzzy sets</topic><topic>Hydraulics</topic><topic>Identification methods</topic><topic>Mathematical programming</topic><topic>Methods</topic><topic>Monitoring</topic><topic>most unfavorable thermal loop</topic><topic>network model online identification</topic><topic>Optimization</topic><topic>Parameter identification</topic><topic>Pipes</topic><topic>Room temperature</topic><topic>Software</topic><topic>Temperature control</topic><topic>Thermodynamics</topic><topic>tracer direction vector angle</topic><topic>variable pressure difference control</topic><topic>Water pipelines</topic><topic>Water shortages</topic><topic>Water supply</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Tingting</creatorcontrib><creatorcontrib>Han, Yuhang</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Civil Engineering Abstracts</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Engineering Database</collection><collection>Environmental Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering collection</collection><collection>Environmental Science Collection</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Buildings (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Tingting</au><au>Han, Yuhang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Variable Pressure Difference Control Method for Chilled Water System Based on the Identification of the Most Unfavorable Thermodynamic Loop</atitle><jtitle>Buildings (Basel)</jtitle><date>2024-05-01</date><risdate>2024</risdate><volume>14</volume><issue>5</issue><spage>1360</spage><pages>1360-</pages><issn>2075-5309</issn><eissn>2075-5309</eissn><abstract>A variable pressure differential fuzzy control method is proposed based on the online identification method for key parameters and the fuzzy subset inference fuzzy control method of the chilled water system network model. Firstly, a phase plane fuzzy identification method is proposed for the most unfavorable thermal loop. The study focuses on analyzing the trend of room temperature deviation and deviation change in different quadrants in the phase plane. Furthermore, we establish a chilled water pipe network model that recalculates flow variation in both the main pipe and each branch pipe section to eliminate the most unfavorable thermal loop. Finally, the test platform for the fan coil variable flow air conditioning water system was designed and constructed to meet the requirements of energy-saving regulation. Additionally, the network monitoring system for the test platform was completed. The calibration and debugging results demonstrate that the monitoring error is within ±5.0%, ensuring precise control of room temperature at the end of the branch within ±0.5 °C. Results demonstrate that our novel method exhibits superior stability in room temperature control compared to traditional linear variable pressure differential set point controls while achieving energy saving ranging from 4.7% to 6.5%.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/buildings14051360</doi><oa>free_for_read</oa></addata></record> |
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subjects | Air conditioning Analysis Chilled water systems Control algorithms Control engineering Control methods Control systems Cooling Deviation Energy conservation Energy consumption Equipment and supplies Feedback Fuzzy control Fuzzy sets Hydraulics Identification methods Mathematical programming Methods Monitoring most unfavorable thermal loop network model online identification Optimization Parameter identification Pipes Room temperature Software Temperature control Thermodynamics tracer direction vector angle variable pressure difference control Water pipelines Water shortages Water supply |
title | Variable Pressure Difference Control Method for Chilled Water System Based on the Identification of the Most Unfavorable Thermodynamic Loop |
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