Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform
The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enligh...
Gespeichert in:
Veröffentlicht in: | IEEE access 2020, Vol.8, p.193238-193247 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 193247 |
---|---|
container_issue | |
container_start_page | 193238 |
container_title | IEEE access |
container_volume | 8 |
creator | Teimourzadeh, Saeed Tor, Osman Bulent Cebeci, Mahmut Erkut Bara, Adela Oprea, Simona Vasilica Kisakurek, Sabri Murat |
description | The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enlighten the costumers on manifested merits of demand-side load control. The proposed platform is a web-based application which acquires the load profile of the customer, associated flexible appliances, and the customer preferences for using the appliances. In turn, presents the optimal operation schedule for flexible appliances and attained benefits from using the optimal schedule. To calculate the optimal operation schedule, a mixed-integer linear optimization model is devised where the decision variables are settings of flexible appliances, charge/discharge status and amount of storage device, charge/discharge status, and amount of electrical vehicle. The devised optimization engine is linked to a database to acquire required data for optimization which encompasses historical data for customer load, forecasts of renewables, ratings of customers' flexible appliances, and subjected energy tariff. The attained optimal scheduling for the customer is then returned to the database. On the other hand, the database is linked to the web-based user interface to get the user preferences (write to the database) and represent the recommendation for optimal operation and attained benefits (read from database). To manage the links between web-based user interface, database, and optimization tool, proper linking application programming interfaces (APIs) are devised. The proposed platform is testified using real-world data and its effectiveness is assured by experimental studies. |
doi_str_mv | 10.1109/ACCESS.2020.3032745 |
format | Article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_proquest_journals_2458751061</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9234487</ieee_id><doaj_id>oai_doaj_org_article_e910c91fbb824632abbb96cc94d31d49</doaj_id><sourcerecordid>2458751061</sourcerecordid><originalsourceid>FETCH-LOGICAL-c408t-ae594588b1ea12eca7d4395960cf40b1dc15c03b03004d799c116c18c0a1dd83</originalsourceid><addsrcrecordid>eNpNUV1P4zAQjBBIIOAX9CUSzym7tvNh3kquHEg93UnlFVmOvSmukrjnuA_8-wuXCrEvuxrNzI40SbJAWCKCvF_V9Xq7XTJgsOTAWSnys-SKYSEznvPi_Nt9mdyO4x6mqSYoL6-St_XQud17pMENu7Q-jtH3FMbUD-kvCi5OV5v-oF4PNts6S-nGa5vWfojBdw_pKt26_tBR9niM2bptnXE0xOxPp2PrQ3-TXLS6G-n2tK-T16f1a_2cbX7_fKlXm8wIqGKmKZcir6oGSSMjo0sruMxlAaYV0KA1mBvgDXAAYUspDWJhsDKg0dqKXycvs631eq8OwfU6fCivnfoP-LBTOkRnOlIkEYzEtmkqJgrOdNM0sjBGCsvRCjl53c1eh-D_HmmMau-PYZjSKzZlLHOEAicWn1km-HEM1H59RVCfrai5FfXZijq1MqkWs8oR0ZdCMi5EVfJ_eWmHVA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2458751061</pqid></control><display><type>article</type><title>Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform</title><source>IEEE Open Access Journals</source><source>DOAJ Directory of Open Access Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Teimourzadeh, Saeed ; Tor, Osman Bulent ; Cebeci, Mahmut Erkut ; Bara, Adela ; Oprea, Simona Vasilica ; Kisakurek, Sabri Murat</creator><creatorcontrib>Teimourzadeh, Saeed ; Tor, Osman Bulent ; Cebeci, Mahmut Erkut ; Bara, Adela ; Oprea, Simona Vasilica ; Kisakurek, Sabri Murat</creatorcontrib><description>The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enlighten the costumers on manifested merits of demand-side load control. The proposed platform is a web-based application which acquires the load profile of the customer, associated flexible appliances, and the customer preferences for using the appliances. In turn, presents the optimal operation schedule for flexible appliances and attained benefits from using the optimal schedule. To calculate the optimal operation schedule, a mixed-integer linear optimization model is devised where the decision variables are settings of flexible appliances, charge/discharge status and amount of storage device, charge/discharge status, and amount of electrical vehicle. The devised optimization engine is linked to a database to acquire required data for optimization which encompasses historical data for customer load, forecasts of renewables, ratings of customers' flexible appliances, and subjected energy tariff. The attained optimal scheduling for the customer is then returned to the database. On the other hand, the database is linked to the web-based user interface to get the user preferences (write to the database) and represent the recommendation for optimal operation and attained benefits (read from database). To manage the links between web-based user interface, database, and optimization tool, proper linking application programming interfaces (APIs) are devised. The proposed platform is testified using real-world data and its effectiveness is assured by experimental studies.</description><identifier>ISSN: 2169-3536</identifier><identifier>EISSN: 2169-3536</identifier><identifier>DOI: 10.1109/ACCESS.2020.3032745</identifier><identifier>CODEN: IAECCG</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>community aggregator ; Customers ; Discharge ; Distribution systems ; Electric appliances ; Engines ; Home appliances ; Load modeling ; Mixed integer ; Optimal scheduling ; Optimization ; renewable energies ; Schedules ; smart home ; User interface ; User interfaces</subject><ispartof>IEEE access, 2020, Vol.8, p.193238-193247</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-ae594588b1ea12eca7d4395960cf40b1dc15c03b03004d799c116c18c0a1dd83</citedby><cites>FETCH-LOGICAL-c408t-ae594588b1ea12eca7d4395960cf40b1dc15c03b03004d799c116c18c0a1dd83</cites><orcidid>0000-0002-9005-5181 ; 0000-0001-8295-8404 ; 0000-0003-2519-0309 ; 0000-0002-7634-2475 ; 0000-0002-0961-352X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9234487$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,864,2102,4024,27633,27923,27924,27925,54933</link.rule.ids></links><search><creatorcontrib>Teimourzadeh, Saeed</creatorcontrib><creatorcontrib>Tor, Osman Bulent</creatorcontrib><creatorcontrib>Cebeci, Mahmut Erkut</creatorcontrib><creatorcontrib>Bara, Adela</creatorcontrib><creatorcontrib>Oprea, Simona Vasilica</creatorcontrib><creatorcontrib>Kisakurek, Sabri Murat</creatorcontrib><title>Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform</title><title>IEEE access</title><addtitle>Access</addtitle><description>The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enlighten the costumers on manifested merits of demand-side load control. The proposed platform is a web-based application which acquires the load profile of the customer, associated flexible appliances, and the customer preferences for using the appliances. In turn, presents the optimal operation schedule for flexible appliances and attained benefits from using the optimal schedule. To calculate the optimal operation schedule, a mixed-integer linear optimization model is devised where the decision variables are settings of flexible appliances, charge/discharge status and amount of storage device, charge/discharge status, and amount of electrical vehicle. The devised optimization engine is linked to a database to acquire required data for optimization which encompasses historical data for customer load, forecasts of renewables, ratings of customers' flexible appliances, and subjected energy tariff. The attained optimal scheduling for the customer is then returned to the database. On the other hand, the database is linked to the web-based user interface to get the user preferences (write to the database) and represent the recommendation for optimal operation and attained benefits (read from database). To manage the links between web-based user interface, database, and optimization tool, proper linking application programming interfaces (APIs) are devised. The proposed platform is testified using real-world data and its effectiveness is assured by experimental studies.</description><subject>community aggregator</subject><subject>Customers</subject><subject>Discharge</subject><subject>Distribution systems</subject><subject>Electric appliances</subject><subject>Engines</subject><subject>Home appliances</subject><subject>Load modeling</subject><subject>Mixed integer</subject><subject>Optimal scheduling</subject><subject>Optimization</subject><subject>renewable energies</subject><subject>Schedules</subject><subject>smart home</subject><subject>User interface</subject><subject>User interfaces</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNUV1P4zAQjBBIIOAX9CUSzym7tvNh3kquHEg93UnlFVmOvSmukrjnuA_8-wuXCrEvuxrNzI40SbJAWCKCvF_V9Xq7XTJgsOTAWSnys-SKYSEznvPi_Nt9mdyO4x6mqSYoL6-St_XQud17pMENu7Q-jtH3FMbUD-kvCi5OV5v-oF4PNts6S-nGa5vWfojBdw_pKt26_tBR9niM2bptnXE0xOxPp2PrQ3-TXLS6G-n2tK-T16f1a_2cbX7_fKlXm8wIqGKmKZcir6oGSSMjo0sruMxlAaYV0KA1mBvgDXAAYUspDWJhsDKg0dqKXycvs631eq8OwfU6fCivnfoP-LBTOkRnOlIkEYzEtmkqJgrOdNM0sjBGCsvRCjl53c1eh-D_HmmMau-PYZjSKzZlLHOEAicWn1km-HEM1H59RVCfrai5FfXZijq1MqkWs8oR0ZdCMi5EVfJ_eWmHVA</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Teimourzadeh, Saeed</creator><creator>Tor, Osman Bulent</creator><creator>Cebeci, Mahmut Erkut</creator><creator>Bara, Adela</creator><creator>Oprea, Simona Vasilica</creator><creator>Kisakurek, Sabri Murat</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-9005-5181</orcidid><orcidid>https://orcid.org/0000-0001-8295-8404</orcidid><orcidid>https://orcid.org/0000-0003-2519-0309</orcidid><orcidid>https://orcid.org/0000-0002-7634-2475</orcidid><orcidid>https://orcid.org/0000-0002-0961-352X</orcidid></search><sort><creationdate>2020</creationdate><title>Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform</title><author>Teimourzadeh, Saeed ; Tor, Osman Bulent ; Cebeci, Mahmut Erkut ; Bara, Adela ; Oprea, Simona Vasilica ; Kisakurek, Sabri Murat</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-ae594588b1ea12eca7d4395960cf40b1dc15c03b03004d799c116c18c0a1dd83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>community aggregator</topic><topic>Customers</topic><topic>Discharge</topic><topic>Distribution systems</topic><topic>Electric appliances</topic><topic>Engines</topic><topic>Home appliances</topic><topic>Load modeling</topic><topic>Mixed integer</topic><topic>Optimal scheduling</topic><topic>Optimization</topic><topic>renewable energies</topic><topic>Schedules</topic><topic>smart home</topic><topic>User interface</topic><topic>User interfaces</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Teimourzadeh, Saeed</creatorcontrib><creatorcontrib>Tor, Osman Bulent</creatorcontrib><creatorcontrib>Cebeci, Mahmut Erkut</creatorcontrib><creatorcontrib>Bara, Adela</creatorcontrib><creatorcontrib>Oprea, Simona Vasilica</creatorcontrib><creatorcontrib>Kisakurek, Sabri Murat</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Teimourzadeh, Saeed</au><au>Tor, Osman Bulent</au><au>Cebeci, Mahmut Erkut</au><au>Bara, Adela</au><au>Oprea, Simona Vasilica</au><au>Kisakurek, Sabri Murat</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2020</date><risdate>2020</risdate><volume>8</volume><spage>193238</spage><epage>193247</epage><pages>193238-193247</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract>The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enlighten the costumers on manifested merits of demand-side load control. The proposed platform is a web-based application which acquires the load profile of the customer, associated flexible appliances, and the customer preferences for using the appliances. In turn, presents the optimal operation schedule for flexible appliances and attained benefits from using the optimal schedule. To calculate the optimal operation schedule, a mixed-integer linear optimization model is devised where the decision variables are settings of flexible appliances, charge/discharge status and amount of storage device, charge/discharge status, and amount of electrical vehicle. The devised optimization engine is linked to a database to acquire required data for optimization which encompasses historical data for customer load, forecasts of renewables, ratings of customers' flexible appliances, and subjected energy tariff. The attained optimal scheduling for the customer is then returned to the database. On the other hand, the database is linked to the web-based user interface to get the user preferences (write to the database) and represent the recommendation for optimal operation and attained benefits (read from database). To manage the links between web-based user interface, database, and optimization tool, proper linking application programming interfaces (APIs) are devised. The proposed platform is testified using real-world data and its effectiveness is assured by experimental studies.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/ACCESS.2020.3032745</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9005-5181</orcidid><orcidid>https://orcid.org/0000-0001-8295-8404</orcidid><orcidid>https://orcid.org/0000-0003-2519-0309</orcidid><orcidid>https://orcid.org/0000-0002-7634-2475</orcidid><orcidid>https://orcid.org/0000-0002-0961-352X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2169-3536 |
ispartof | IEEE access, 2020, Vol.8, p.193238-193247 |
issn | 2169-3536 2169-3536 |
language | eng |
recordid | cdi_proquest_journals_2458751061 |
source | IEEE Open Access Journals; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals |
subjects | community aggregator Customers Discharge Distribution systems Electric appliances Engines Home appliances Load modeling Mixed integer Optimal scheduling Optimization renewable energies Schedules smart home User interface User interfaces |
title | Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-19T16%3A09%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Enlightening%20Customers%20on%20Merits%20of%20Demand-Side%20Load%20Control:%20A%20Simple-But-Efficient-Platform&rft.jtitle=IEEE%20access&rft.au=Teimourzadeh,%20Saeed&rft.date=2020&rft.volume=8&rft.spage=193238&rft.epage=193247&rft.pages=193238-193247&rft.issn=2169-3536&rft.eissn=2169-3536&rft.coden=IAECCG&rft_id=info:doi/10.1109/ACCESS.2020.3032745&rft_dat=%3Cproquest_doaj_%3E2458751061%3C/proquest_doaj_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2458751061&rft_id=info:pmid/&rft_ieee_id=9234487&rft_doaj_id=oai_doaj_org_article_e910c91fbb824632abbb96cc94d31d49&rfr_iscdi=true |