{"id":"https://openalex.org/W4313591758","doi":"https://doi.org/10.1109/access.2022.3231444","title":"Artificial Intelligence Enabled Demand Response: Prospects and Challenges in Smart Grid Environment","display_name":"Artificial Intelligence Enabled Demand Response: Prospects and Challenges in Smart Grid Environment","publication_year":2022,"publication_date":"2022-12-21","ids":{"openalex":"https://openalex.org/W4313591758","doi":"https://doi.org/10.1109/access.2022.3231444"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3231444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3231444","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09996359.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/ielx7/6287639/10005208/09996359.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001661677","display_name":"Muhammad Adnan Khan","orcid":"https://orcid.org/0000-0002-5156-2033"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Adnan Khan","raw_affiliation_strings":["Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-5156-2033","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089710015","display_name":"Ahmed Mohammed Saleh","orcid":"https://orcid.org/0000-0001-5950-0016"},"institutions":[{"id":"https://openalex.org/I70374766","display_name":"University of Aden","ror":"https://ror.org/02w043707","country_code":"YE","type":"education","lineage":["https://openalex.org/I70374766"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Ahmed Mohammed Saleh","raw_affiliation_strings":["Electrical Engineering Department, University of Aden, Aden, Yemen"],"raw_orcid":"https://orcid.org/0000-0001-5950-0016","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Aden, Aden, Yemen","institution_ids":["https://openalex.org/I70374766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083785289","display_name":"Muhammad Waseem","orcid":"https://orcid.org/0000-0002-0923-1476"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN","PK"],"is_corresponding":false,"raw_author_name":"Muhammad Waseem","raw_affiliation_strings":["Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","School of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0923-1476","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"School of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078940157","display_name":"Intisar Ali Sajjad","orcid":"https://orcid.org/0000-0002-8947-9729"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Intisar Ali Sajjad","raw_affiliation_strings":["Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-8947-9729","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001661677"],"corresponding_institution_ids":["https://openalex.org/I173207729"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":12.4669,"has_fulltext":false,"cited_by_count":153,"citation_normalized_percentile":{"value":0.99321725,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"1477","last_page":"1505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7722199559211731},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6016820073127747},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.5896397233009338},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5581731796264648},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.53159099817276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5095465779304504},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4656416177749634},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4614037871360779},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4486428201198578},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4387008845806122},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4117949306964874},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37136173248291016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3436746597290039},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32782232761383057},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.14627471566200256},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10863488912582397},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1056273877620697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7722199559211731},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6016820073127747},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.5896397233009338},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5581731796264648},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.53159099817276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5095465779304504},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4656416177749634},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4614037871360779},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4486428201198578},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4387008845806122},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4117949306964874},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37136173248291016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3436746597290039},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32782232761383057},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.14627471566200256},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10863488912582397},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1056273877620697},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3231444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3231444","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09996359.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:2f665727807247ed8dafa0b535cc8d2c","is_oa":true,"landing_page_url":"https://doaj.org/article/2f665727807247ed8dafa0b535cc8d2c","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 1477-1505 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3231444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3231444","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09996359.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":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313591758.pdf","grobid_xml":"https://content.openalex.org/works/W4313591758.grobid-xml"},"referenced_works_count":250,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1512426208","https://openalex.org/W1522448113","https://openalex.org/W1531712801","https://openalex.org/W1543646709","https://openalex.org/W1569378018","https://openalex.org/W1619375416","https://openalex.org/W1659842140","https://openalex.org/W1885815610","https://openalex.org/W1957571245","https://openalex.org/W1964864338","https://openalex.org/W1988198627","https://openalex.org/W1989866797","https://openalex.org/W1993362534","https://openalex.org/W1997729648","https://openalex.org/W1997898472","https://openalex.org/W1998350659","https://openalex.org/W2003087598","https://openalex.org/W2004578488","https://openalex.org/W2010140757","https://openalex.org/W2012160694","https://openalex.org/W2016759569","https://openalex.org/W2024998154","https://openalex.org/W2034259497","https://openalex.org/W2039306928","https://openalex.org/W2042152172","https://openalex.org/W2048608810","https://openalex.org/W2051878279","https://openalex.org/W2058843890","https://openalex.org/W2060372328","https://openalex.org/W2061438946","https://openalex.org/W2063866856","https://openalex.org/W2073937142","https://openalex.org/W2074245300","https://openalex.org/W2082291889","https://openalex.org/W2084724629","https://openalex.org/W2090057729","https://openalex.org/W2094490323","https://openalex.org/W2097571405","https://openalex.org/W2099073487","https://openalex.org/W2106144448","https://openalex.org/W2108398740","https://openalex.org/W2111935653","https://openalex.org/W2113810680","https://openalex.org/W2135846084","https://openalex.org/W2139566338","https://openalex.org/W2150981219","https://openalex.org/W2155556726","https://openalex.org/W2171211995","https://openalex.org/W2179399249","https://openalex.org/W2197606655","https://openalex.org/W2219588556","https://openalex.org/W2241177479","https://openalex.org/W2245741509","https://openalex.org/W2249216183","https://openalex.org/W2266457624","https://openalex.org/W2277948250","https://openalex.org/W2281071090","https://openalex.org/W2281985329","https://openalex.org/W2294042231","https://openalex.org/W2335563122","https://openalex.org/W2338873322","https://openalex.org/W2346083064","https://openalex.org/W2374150538","https://openalex.org/W2403397998","https://openalex.org/W2408799643","https://openalex.org/W2461476113","https://openalex.org/W2466306879","https://openalex.org/W2467411395","https://openalex.org/W2471414955","https://openalex.org/W2487770199","https://openalex.org/W2496055055","https://openalex.org/W2509314486","https://openalex.org/W2509352654","https://openalex.org/W2509765691","https://openalex.org/W2517167741","https://openalex.org/W2550918861","https://openalex.org/W2550946479","https://openalex.org/W2552794833","https://openalex.org/W2557491243","https://openalex.org/W2559848030","https://openalex.org/W2560168210","https://openalex.org/W2560370080","https://openalex.org/W2562027427","https://openalex.org/W2562385545","https://openalex.org/W2562924521","https://openalex.org/W2564594983","https://openalex.org/W2565705900","https://openalex.org/W2565747287","https://openalex.org/W2573845693","https://openalex.org/W2578882176","https://openalex.org/W2586852908","https://openalex.org/W2588149794","https://openalex.org/W2589125117","https://openalex.org/W2593949166","https://openalex.org/W2600523591","https://openalex.org/W2604099671","https://openalex.org/W2605474381","https://openalex.org/W2607660811","https://openalex.org/W2619871744","https://openalex.org/W2622210875","https://openalex.org/W2623293810","https://openalex.org/W2731879999","https://openalex.org/W2735510322","https://openalex.org/W2735949210","https://openalex.org/W2739254607","https://openalex.org/W2743306721","https://openalex.org/W2743819565","https://openalex.org/W2755412030","https://openalex.org/W2762797296","https://openalex.org/W2765264297","https://openalex.org/W2766110376","https://openalex.org/W2767534831","https://openalex.org/W2767559196","https://openalex.org/W2768422029","https://openalex.org/W2769156605","https://openalex.org/W2769295057","https://openalex.org/W2769951307","https://openalex.org/W2771935298","https://openalex.org/W2773629498","https://openalex.org/W2775468524","https://openalex.org/W2782992486","https://openalex.org/W2785337424","https://openalex.org/W2786153091","https://openalex.org/W2786918196","https://openalex.org/W2789731659","https://openalex.org/W2790397899","https://openalex.org/W2790866531","https://openalex.org/W2793049994","https://openalex.org/W2793476495","https://openalex.org/W2793486043","https://openalex.org/W2795276745","https://openalex.org/W2795668100","https://openalex.org/W2801081978","https://openalex.org/W2801424816","https://openalex.org/W2801749227","https://openalex.org/W2801893891","https://openalex.org/W2806053823","https://openalex.org/W2809213424","https://openalex.org/W2809226344","https://openalex.org/W2809430074","https://openalex.org/W2811015419","https://openalex.org/W2875698906","https://openalex.org/W2883780250","https://openalex.org/W2883867434","https://openalex.org/W2884486887","https://openalex.org/W2888492830","https://openalex.org/W2891165369","https://openalex.org/W2892460651","https://openalex.org/W2893076909","https://openalex.org/W2893190228","https://openalex.org/W2893464891","https://openalex.org/W2894439945","https://openalex.org/W2896073474","https://openalex.org/W2899162949","https://openalex.org/W2899357412","https://openalex.org/W2901312569","https://openalex.org/W2901645090","https://openalex.org/W2902310650","https://openalex.org/W2903419274","https://openalex.org/W2903860286","https://openalex.org/W2904635416","https://openalex.org/W2905831006","https://openalex.org/W2906564915","https://openalex.org/W2907179976","https://openalex.org/W2907597105","https://openalex.org/W2912623183","https://openalex.org/W2912843585","https://openalex.org/W2913332944","https://openalex.org/W2914780389","https://openalex.org/W2915132345","https://openalex.org/W2919115771","https://openalex.org/W2919953875","https://openalex.org/W2920892126","https://openalex.org/W2921261293","https://openalex.org/W2923766287","https://openalex.org/W2926295867","https://openalex.org/W2935877504","https://openalex.org/W2944920662","https://openalex.org/W2947600031","https://openalex.org/W2950398529","https://openalex.org/W2957689939","https://openalex.org/W2962975462","https://openalex.org/W2963522847","https://openalex.org/W2964074193","https://openalex.org/W2966268115","https://openalex.org/W2966558187","https://openalex.org/W2972450100","https://openalex.org/W2972793138","https://openalex.org/W2975367686","https://openalex.org/W2979292807","https://openalex.org/W2985024764","https://openalex.org/W2987107772","https://openalex.org/W2988156823","https://openalex.org/W2990838834","https://openalex.org/W2990857881","https://openalex.org/W2996059118","https://openalex.org/W2996641873","https://openalex.org/W2998382059","https://openalex.org/W3000399655","https://openalex.org/W3000569831","https://openalex.org/W3002802958","https://openalex.org/W3003484286","https://openalex.org/W3004496887","https://openalex.org/W3004657000","https://openalex.org/W3004715122","https://openalex.org/W3006988459","https://openalex.org/W3009025506","https://openalex.org/W3009828395","https://openalex.org/W3012471603","https://openalex.org/W3015769760","https://openalex.org/W3015840166","https://openalex.org/W3022209982","https://openalex.org/W3026041860","https://openalex.org/W3027300826","https://openalex.org/W3033509244","https://openalex.org/W3034272367","https://openalex.org/W3037951253","https://openalex.org/W3041389824","https://openalex.org/W3086718919","https://openalex.org/W3102477513","https://openalex.org/W3123487107","https://openalex.org/W3133378936","https://openalex.org/W3133759366","https://openalex.org/W3134391797","https://openalex.org/W3137583551","https://openalex.org/W3138355836","https://openalex.org/W3142141206","https://openalex.org/W3161787607","https://openalex.org/W3172971963","https://openalex.org/W3174331713","https://openalex.org/W3183150126","https://openalex.org/W3186531502","https://openalex.org/W3194485870","https://openalex.org/W3203467352","https://openalex.org/W4211220176","https://openalex.org/W4214717370","https://openalex.org/W4225164691","https://openalex.org/W4247025984","https://openalex.org/W4252288356","https://openalex.org/W4283771353","https://openalex.org/W4284897564","https://openalex.org/W4290987688","https://openalex.org/W4297198361","https://openalex.org/W6606080633","https://openalex.org/W6611896182","https://openalex.org/W6630685684","https://openalex.org/W6732200163","https://openalex.org/W6738771044","https://openalex.org/W6799261118"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W1589973774","https://openalex.org/W2353074559","https://openalex.org/W2171108821","https://openalex.org/W2023642087","https://openalex.org/W2074513827","https://openalex.org/W2402141875","https://openalex.org/W3125701662","https://openalex.org/W1498762745","https://openalex.org/W148990555"],"abstract_inverted_index":{"Demand":[0],"Response":[1],"(DR)":[2],"has":[3],"gained":[4],"popularity":[5],"in":[6,101,177,194],"recent":[7],"years":[8],"as":[9,36,54,56,213,215],"a":[10],"practical":[11],"strategy":[12],"to":[13,45,62,67,77,95,108],"increase":[14],"the":[15,46,72,102,122,140,187,200,205,222],"sustainability":[16],"of":[17,49,59,75,92,124,132,173,189,199,204],"energy":[18,169],"systems":[19],"while":[20,149],"reducing":[21],"associated":[22,51],"costs.":[23],"Despite":[24],"this,":[25],"Artificial":[26,141],"Intelligence":[27,142],"(AI)":[28],"and":[29,42,84,90,98,105,112,143,156,159,202],"Machine":[30,144],"Learning":[31,145],"(ML),":[32],"have":[33,164],"recently":[34],"developed":[35],"critical":[37],"technologies":[38,167],"for":[39,136,168,191,209,217],"demand-side":[40],"management":[41,61],"response":[43],"due":[44],"high":[47],"complexity":[48],"tasks":[50],"with":[52,121],"DR,":[53],"well":[55,214],"huge":[57],"amount":[58],"data":[60],"take":[63],"decisions":[64],"very":[65],"near":[66],"real":[68],"time":[69],"implications.":[70],"Selecting":[71],"best":[73],"group":[74],"users":[76],"respond,":[78],"learning":[79,94,106],"their":[80,85],"attitude":[81],"toward":[82],"consumptions":[83],"priorities,":[86],"price":[87],"optimization,":[88],"monitoring":[89],"control":[91],"devices,":[93],"engage":[96],"more":[97,99],"consumers":[100],"DR":[103,137,174,192,211],"schemes,":[104],"how":[107],"remunerate":[109],"them":[110],"fairly":[111],"economically":[113],"are":[114,147,180],"all":[115],"problems":[116],"that":[117,163],"can":[118],"be":[119],"tackled":[120],"help":[123],"AI":[125,133,166,207],"techniques.":[126],"This":[127],"study":[128],"presents":[129],"an":[130],"overview":[131],"approaches":[134],"used":[135],"applications.":[138],"Both":[139],"algorithm(s)":[146],"employed":[148],"discussing":[150],"commercial":[151],"efforts":[152],"(from":[153],"both":[154],"new":[155],"existing":[157],"businesses)":[158],"large-scale":[160],"innovation":[161],"projects":[162],"applied":[165],"DR.":[170],"Different":[171],"kind":[172],"programs":[175],"implemented":[176],"different":[178],"countries":[179],"also":[181,185],"discussed.":[182],"Moreover,":[183],"it":[184],"discusses":[186],"application":[188],"blockchain":[190],"schemes":[193],"smart":[195],"grid":[196],"paradigm.":[197],"Discussion":[198],"strengths":[201],"weaknesses":[203],"evaluated":[206],"methods":[208],"various":[210],"tasks,":[212],"suggestions":[216],"further":[218],"study,":[219],"round":[220],"out":[221],"work.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":70},{"year":2024,"cited_by_count":46},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}