Optimal management of multiple heat sources in a residential area by an energy management system
An energy management system (EMS) that achieves optimal operation by combining heat sources with different characteristics and using energy interchanges between residential dwellings was developed. Commercial fuel cell combined heat and power (FC-CHP) systems and CO2 heat pump water heaters (CO2HP)...
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Veröffentlicht in: | Energy (Oxford) 2018-06, Vol.153, p.1048-1060 |
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creator | Aki, Hirohisa Wakui, Tetsuya Yokoyama, Ryohei Sawada, Kento |
description | An energy management system (EMS) that achieves optimal operation by combining heat sources with different characteristics and using energy interchanges between residential dwellings was developed. Commercial fuel cell combined heat and power (FC-CHP) systems and CO2 heat pump water heaters (CO2HP) with high generation efficiencies have penetrated the Japanese residential market. In this real environment, the types or models of the installed heat sources vary between residential dwellings, and their energy demand is unknown. The EMS predicts energy generation and consumption and develops an optimum operational strategy that it uses to control energy equipment. It also continually revises the strategy and adjusts equipment controls to reflect actual conditions. The EMS is evaluated using a case study of a group of four residential dwellings with two different heat sources. Subsequent quantitative analysis shows that the EMS reduced energy costs by 10%. A sensitivity analysis also confirmed that it operates optimally even when energy prices are changed.
•Energy management system for multiple heat sources in a residential area developed.•EMS realizes optimal operation by integrated management of entire energy system.•Energy interchange among consumer achieve flexible and cooperative operation.•Operational simulations with real energy demand data were performed.•The effectiveness of the EMS and energy interchange was quantitatively analyzed. |
doi_str_mv | 10.1016/j.energy.2018.03.181 |
format | Article |
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•Energy management system for multiple heat sources in a residential area developed.•EMS realizes optimal operation by integrated management of entire energy system.•Energy interchange among consumer achieve flexible and cooperative operation.•Operational simulations with real energy demand data were performed.•The effectiveness of the EMS and energy interchange was quantitatively analyzed.</description><identifier>ISSN: 0360-5442</identifier><identifier>EISSN: 1873-6785</identifier><identifier>DOI: 10.1016/j.energy.2018.03.181</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Carbon dioxide ; Case studies ; Cogeneration ; Control equipment ; Cost analysis ; Dwellings ; Electricity distribution ; Energy consumption ; Energy costs ; Energy demand ; Energy efficiency ; Energy management ; Environment models ; Fuel cells ; Fuel technology ; Heat ; Heat exchangers ; Heat pumps ; Heat sources ; Optimization ; Quantitative analysis ; Residential areas ; Residential energy ; Sensitivity analysis ; Water heaters</subject><ispartof>Energy (Oxford), 2018-06, Vol.153, p.1048-1060</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright Elsevier BV Jun 15, 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c373t-cccc2f583c4adc66e01689a2165892f66bb7c5f9bbd524dc02d4079f0e3469343</citedby><cites>FETCH-LOGICAL-c373t-cccc2f583c4adc66e01689a2165892f66bb7c5f9bbd524dc02d4079f0e3469343</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.energy.2018.03.181$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Aki, Hirohisa</creatorcontrib><creatorcontrib>Wakui, Tetsuya</creatorcontrib><creatorcontrib>Yokoyama, Ryohei</creatorcontrib><creatorcontrib>Sawada, Kento</creatorcontrib><title>Optimal management of multiple heat sources in a residential area by an energy management system</title><title>Energy (Oxford)</title><description>An energy management system (EMS) that achieves optimal operation by combining heat sources with different characteristics and using energy interchanges between residential dwellings was developed. Commercial fuel cell combined heat and power (FC-CHP) systems and CO2 heat pump water heaters (CO2HP) with high generation efficiencies have penetrated the Japanese residential market. In this real environment, the types or models of the installed heat sources vary between residential dwellings, and their energy demand is unknown. The EMS predicts energy generation and consumption and develops an optimum operational strategy that it uses to control energy equipment. It also continually revises the strategy and adjusts equipment controls to reflect actual conditions. The EMS is evaluated using a case study of a group of four residential dwellings with two different heat sources. Subsequent quantitative analysis shows that the EMS reduced energy costs by 10%. A sensitivity analysis also confirmed that it operates optimally even when energy prices are changed.
•Energy management system for multiple heat sources in a residential area developed.•EMS realizes optimal operation by integrated management of entire energy system.•Energy interchange among consumer achieve flexible and cooperative operation.•Operational simulations with real energy demand data were performed.•The effectiveness of the EMS and energy interchange was quantitatively analyzed.</description><subject>Carbon dioxide</subject><subject>Case studies</subject><subject>Cogeneration</subject><subject>Control equipment</subject><subject>Cost analysis</subject><subject>Dwellings</subject><subject>Electricity distribution</subject><subject>Energy consumption</subject><subject>Energy costs</subject><subject>Energy demand</subject><subject>Energy efficiency</subject><subject>Energy management</subject><subject>Environment models</subject><subject>Fuel cells</subject><subject>Fuel technology</subject><subject>Heat</subject><subject>Heat exchangers</subject><subject>Heat pumps</subject><subject>Heat sources</subject><subject>Optimization</subject><subject>Quantitative analysis</subject><subject>Residential areas</subject><subject>Residential energy</subject><subject>Sensitivity analysis</subject><subject>Water heaters</subject><issn>0360-5442</issn><issn>1873-6785</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kDlPxDAUhC0EEsvxDygsUSf4iuM0SGjFJa20DdTGcV4WR7mwvUj77_EqFFS4ec3MeL5B6IaSnBIq77ocRvC7Q84IVTnhOVX0BK2oKnkmS1WcohXhkmSFEOwcXYTQEUIKVVUr9LGdoxtMjwczmh0MMEY8tXjY99HNPeBPMBGHae8tBOxGbLCH4Jokc8lkPBhcH7AZ8dLgb0w4hAjDFTprTR_g-vdeovenx7f1S7bZPr-uHzaZ5SWPmU2PtYXiVpjGSgmJS1WGUZl6slbKui5t0VZ13RRMNJawRpCyaglwISsu-CW6XXJnP33tIUTdpdZj-lIzUhFWKMlYUolFZf0UgodWzz7h-4OmRB-31J1eSPRxS024Tlsm2_1ig0Tw7cDrYB2MFhrnwUbdTO7_gB-Izn_y</recordid><startdate>20180615</startdate><enddate>20180615</enddate><creator>Aki, Hirohisa</creator><creator>Wakui, Tetsuya</creator><creator>Yokoyama, Ryohei</creator><creator>Sawada, Kento</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>20180615</creationdate><title>Optimal management of multiple heat sources in a residential area by an energy management system</title><author>Aki, Hirohisa ; Wakui, Tetsuya ; Yokoyama, Ryohei ; Sawada, Kento</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c373t-cccc2f583c4adc66e01689a2165892f66bb7c5f9bbd524dc02d4079f0e3469343</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Carbon dioxide</topic><topic>Case studies</topic><topic>Cogeneration</topic><topic>Control equipment</topic><topic>Cost analysis</topic><topic>Dwellings</topic><topic>Electricity distribution</topic><topic>Energy consumption</topic><topic>Energy costs</topic><topic>Energy demand</topic><topic>Energy efficiency</topic><topic>Energy management</topic><topic>Environment models</topic><topic>Fuel cells</topic><topic>Fuel technology</topic><topic>Heat</topic><topic>Heat exchangers</topic><topic>Heat pumps</topic><topic>Heat sources</topic><topic>Optimization</topic><topic>Quantitative analysis</topic><topic>Residential areas</topic><topic>Residential energy</topic><topic>Sensitivity analysis</topic><topic>Water heaters</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Aki, Hirohisa</creatorcontrib><creatorcontrib>Wakui, Tetsuya</creatorcontrib><creatorcontrib>Yokoyama, Ryohei</creatorcontrib><creatorcontrib>Sawada, Kento</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Energy (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Aki, Hirohisa</au><au>Wakui, Tetsuya</au><au>Yokoyama, Ryohei</au><au>Sawada, Kento</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimal management of multiple heat sources in a residential area by an energy management system</atitle><jtitle>Energy (Oxford)</jtitle><date>2018-06-15</date><risdate>2018</risdate><volume>153</volume><spage>1048</spage><epage>1060</epage><pages>1048-1060</pages><issn>0360-5442</issn><eissn>1873-6785</eissn><abstract>An energy management system (EMS) that achieves optimal operation by combining heat sources with different characteristics and using energy interchanges between residential dwellings was developed. Commercial fuel cell combined heat and power (FC-CHP) systems and CO2 heat pump water heaters (CO2HP) with high generation efficiencies have penetrated the Japanese residential market. In this real environment, the types or models of the installed heat sources vary between residential dwellings, and their energy demand is unknown. The EMS predicts energy generation and consumption and develops an optimum operational strategy that it uses to control energy equipment. It also continually revises the strategy and adjusts equipment controls to reflect actual conditions. The EMS is evaluated using a case study of a group of four residential dwellings with two different heat sources. Subsequent quantitative analysis shows that the EMS reduced energy costs by 10%. A sensitivity analysis also confirmed that it operates optimally even when energy prices are changed.
•Energy management system for multiple heat sources in a residential area developed.•EMS realizes optimal operation by integrated management of entire energy system.•Energy interchange among consumer achieve flexible and cooperative operation.•Operational simulations with real energy demand data were performed.•The effectiveness of the EMS and energy interchange was quantitatively analyzed.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.energy.2018.03.181</doi><tpages>13</tpages></addata></record> |
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subjects | Carbon dioxide Case studies Cogeneration Control equipment Cost analysis Dwellings Electricity distribution Energy consumption Energy costs Energy demand Energy efficiency Energy management Environment models Fuel cells Fuel technology Heat Heat exchangers Heat pumps Heat sources Optimization Quantitative analysis Residential areas Residential energy Sensitivity analysis Water heaters |
title | Optimal management of multiple heat sources in a residential area by an energy management system |
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