{"id":"https://openalex.org/W4313855705","doi":"https://doi.org/10.1109/access.2023.3235209","title":"RECLAIM: Renewable Energy Based Demand-Side Management Using Machine Learning Models","display_name":"RECLAIM: Renewable Energy Based Demand-Side Management Using Machine Learning Models","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4313855705","doi":"https://doi.org/10.1109/access.2023.3235209"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3235209","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235209","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10011402.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10011402.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002276803","display_name":"Zohaib Asghar","orcid":"https://orcid.org/0000-0003-2329-2969"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Zohaib Asghar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-2329-2969","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101488254","display_name":"Kamran Hafeez","orcid":"https://orcid.org/0000-0001-8969-8596"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kamran Hafeez","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8969-8596","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064296747","display_name":"Dilshad Sabir","orcid":"https://orcid.org/0000-0002-5322-9808"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Dilshad Sabir","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-5322-9808","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016140637","display_name":"Bilal Ijaz","orcid":"https://orcid.org/0000-0001-6790-3050"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Bilal Ijaz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-6790-3050","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036765061","display_name":"Syed Sabir Hussain Bukhari","orcid":"https://orcid.org/0000-0002-3445-4276"},"institutions":[{"id":"https://openalex.org/I68288478","display_name":"Sukkur IBA University","ror":"https://ror.org/03e5jvk98","country_code":"PK","type":"education","lineage":["https://openalex.org/I68288478"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Sabir Hussain Bukhari","raw_affiliation_strings":["Department of Electrical Engineering, Sukkur IBA University, Sukkur, Sindh, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-3445-4276","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Sukkur IBA University, Sukkur, Sindh, Pakistan","institution_ids":["https://openalex.org/I68288478"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063003835","display_name":"Jong\u2010Suk Ro","orcid":null},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongsuk Ro","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea","Department of Intelligent Energy and Industry, Chung-Ang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-4429-9393","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]},{"raw_affiliation_string":"Department of Intelligent Energy and Industry, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002276803"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.4313,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95103937,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"3846","last_page":"3857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6947926878929138},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.5813320875167847},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5389490723609924},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5053501725196838},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4910144805908203},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.48876285552978516},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.42837631702423096},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.32935866713523865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2990548312664032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2888440489768982},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.25717127323150635},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18202075362205505},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11065289378166199},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08601924777030945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0814121663570404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6947926878929138},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5813320875167847},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5389490723609924},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5053501725196838},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4910144805908203},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.48876285552978516},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42837631702423096},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.32935866713523865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2990548312664032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2888440489768982},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.25717127323150635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18202075362205505},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11065289378166199},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08601924777030945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0814121663570404}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3235209","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235209","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10011402.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:49da33ed2abe456b9b9dcbad965c1a59","is_oa":true,"landing_page_url":"https://doaj.org/article/49da33ed2abe456b9b9dcbad965c1a59","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 3846-3857 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3235209","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235209","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10011402.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G602515581","display_name":null,"funder_award_id":"NRF-2022R1A2C2004874","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G766164727","display_name":null,"funder_award_id":"NRF-2022R1A2C2004874","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8020464497","display_name":null,"funder_award_id":"2019H1D3A1A01102988","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8186520223","display_name":null,"funder_award_id":"2019H1D3A1A01102988","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313855705.pdf","grobid_xml":"https://content.openalex.org/works/W4313855705.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1994005439","https://openalex.org/W2002522387","https://openalex.org/W2016023958","https://openalex.org/W2032298646","https://openalex.org/W2058494664","https://openalex.org/W2089217591","https://openalex.org/W2137716965","https://openalex.org/W2139323623","https://openalex.org/W2148423395","https://openalex.org/W2161062919","https://openalex.org/W2271187934","https://openalex.org/W2404263528","https://openalex.org/W2494847578","https://openalex.org/W2556150796","https://openalex.org/W2791689640","https://openalex.org/W2796265311","https://openalex.org/W2801761896","https://openalex.org/W2888004498","https://openalex.org/W2911778082","https://openalex.org/W2945102769","https://openalex.org/W2953231870","https://openalex.org/W2982832487","https://openalex.org/W3048024710","https://openalex.org/W3119066328","https://openalex.org/W3192454356","https://openalex.org/W3194280320"],"related_works":["https://openalex.org/W1968523686","https://openalex.org/W298893735","https://openalex.org/W2199291344","https://openalex.org/W4210770325","https://openalex.org/W2211316729","https://openalex.org/W2167342507","https://openalex.org/W4221140712","https://openalex.org/W4247222564","https://openalex.org/W4312501103","https://openalex.org/W3037868018"],"abstract_inverted_index":{"The":[0,102],"diesel":[1],"generators":[2],"sets":[3],"(DGs)":[4],"and":[5,25,63,95,112],"battery":[6],"storage":[7],"systems":[8],"(BSS)":[9],"are":[10,49],"the":[11,34,53,132,136,143,152],"essential":[12],"energy":[13,123],"sources":[14],"in":[15,120],"a":[16,39,121],"modern":[17],"high-rise":[18],"buildings.":[19],"In":[20],"this":[21],"paper":[22],"DG,":[23],"BSS":[24],"Photovoltaic":[26],"system":[27],"(PV)":[28],"has":[29],"been":[30],"considered":[31],"to":[32,51,150],"minimize":[33],"grid":[35,61,137],"power":[36,62],"injection":[37],"using":[38],"centralized":[40],"Energy":[41],"Management":[42,105],"System":[43],"(EMS).":[44],"Machine":[45],"Learning":[46],"(ML)":[47],"techniques":[48,107],"used":[50,149],"predict":[52],"performance":[54],"of":[55,129,135],"various":[56],"regression":[57],"models":[58],"by":[59],"comparing":[60],"load":[64],"curves.":[65],"It":[66],"includes":[67],"Artificial":[68],"Neural":[69,73],"Network":[70,74],"(ANN),":[71],"Wide":[72],"(WNN),":[75],"Linear":[76,79,83],"Regression":[77,80,84,87,91,98],"(LR),":[78],"Interaction":[81],"(LR-I),":[82],"Stepwise":[85],"(LR-S),":[86],"Fine":[88],"Tree":[89,93],"(RF-T),":[90],"Coarse":[92],"(RC-T)":[94],"Gaussian":[96],"Process":[97],"(GPR)":[99],"based":[100],"techniques.":[101],"Demand":[103],"Side":[104],"(DSM)":[106],"such":[108],"as":[109],"peak":[110],"shaving":[111],"valley":[113],"filling":[114],"is":[115,148],"integrated":[116],"with":[117],"ML":[118],"technique":[119],"Hybrid":[122],"source":[124],"(HS)":[125],"system.The":[126],"comparative":[127],"analysis":[128],"results":[130],"depicts":[131],"effective":[133],"reshaping":[134],"profile":[138],"without":[139],"scheduling":[140],"or":[141],"disconnecting":[142],"loads.":[144],"Matlab":[145],"simulation":[146],"software":[147],"validate":[151],"results.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
