{"id":"https://openalex.org/W7118552939","doi":"https://doi.org/10.1109/indin64977.2025.11279107","title":"DRL-based Demand Response Strategy for Industrial Park","display_name":"DRL-based Demand Response Strategy for Industrial Park","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7118552939","doi":"https://doi.org/10.1109/indin64977.2025.11279107"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11279107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122157561","display_name":"Yan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I37461747","https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338557","display_name":"Xiaohui Li","orcid":"https://orcid.org/0000-0003-1467-675X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Li","raw_affiliation_strings":["Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I37461747","https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111875614","display_name":"Jialu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113362","display_name":"Wolong Electric Group Hangzhou Research Institute (China)","ror":"https://ror.org/02zk30t14","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210113362"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialu Zhu","raw_affiliation_strings":["Shenglong Electric Group Co., Ltd,Research Center,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenglong Electric Group Co., Ltd,Research Center,Wuhan,China","institution_ids":["https://openalex.org/I4210113362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038498661","display_name":"Bin Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cai","raw_affiliation_strings":["Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I37461747","https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122072957","display_name":"Jie He","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie He","raw_affiliation_strings":["Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,School of Electronic Information,Wuhan,China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I37461747","https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061400337","display_name":"Wei Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113362","display_name":"Wolong Electric Group Hangzhou Research Institute (China)","ror":"https://ror.org/02zk30t14","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210113362"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Nie","raw_affiliation_strings":["Shenglong Electric Group Co., Ltd,Research Center,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenglong Electric Group Co., Ltd,Research Center,Wuhan,China","institution_ids":["https://openalex.org/I4210113362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9559000134468079,"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":0.9559000134468079,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.013500000350177288,"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":0.008799999952316284,"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/electricity","display_name":"Electricity","score":0.697700023651123},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6061000227928162},{"id":"https://openalex.org/keywords/industrial-park","display_name":"Industrial park","score":0.5666999816894531},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5609999895095825},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4433000087738037},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.40720000863075256},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.40209999680519104},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.400299996137619},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.3612000048160553}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.697700023651123},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6061000227928162},{"id":"https://openalex.org/C2781305714","wikidata":"https://www.wikidata.org/wiki/Q1662100","display_name":"Industrial park","level":2,"score":0.5666999816894531},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5609999895095825},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4456000030040741},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4433000087738037},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.40720000863075256},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.40209999680519104},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.400299996137619},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.351500004529953},{"id":"https://openalex.org/C169685871","wikidata":"https://www.wikidata.org/wiki/Q55639","display_name":"Secondary sector of the economy","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33730000257492065},{"id":"https://openalex.org/C2988649059","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Electricity demand","level":4,"score":0.33390000462532043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32339999079704285},{"id":"https://openalex.org/C82753439","wikidata":"https://www.wikidata.org/wiki/Q1419090","display_name":"Industrial production","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.31150001287460327},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.30970001220703125},{"id":"https://openalex.org/C154594046","wikidata":"https://www.wikidata.org/wiki/Q18979989","display_name":"Peaking power plant","level":4,"score":0.3073999881744385},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C184773241","wikidata":"https://www.wikidata.org/wiki/Q387400","display_name":"Mains electricity","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2824000120162964},{"id":"https://openalex.org/C104708988","wikidata":"https://www.wikidata.org/wiki/Q1664450","display_name":"Stand-alone power system","level":4,"score":0.2782999873161316},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.2700999975204468},{"id":"https://openalex.org/C2983177510","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Energy demand","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.25690001249313354},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.251800000667572},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11279107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4946163296699524}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1965580123","https://openalex.org/W2129821902","https://openalex.org/W2319491739","https://openalex.org/W2584583502","https://openalex.org/W2791177798","https://openalex.org/W2963749764","https://openalex.org/W3113734473","https://openalex.org/W3116772583","https://openalex.org/W3134774379","https://openalex.org/W3210550297","https://openalex.org/W4304701289","https://openalex.org/W4404035368"],"related_works":[],"abstract_inverted_index":{"Developing":[0],"effective":[1],"demand":[2,96],"response":[3],"(DR)":[4],"strategies":[5],"plays":[6],"a":[7,21],"crucial":[8],"role":[9],"in":[10,14,32,43],"optimizing":[11],"energy":[12,30,37,59,79],"distribution":[13,31],"industrial":[15,33,62,129],"parks.":[16],"Therefore,":[17],"this":[18],"paper":[19],"proposes":[20],"deep":[22],"reinforcement":[23],"learning":[24],"based":[25],"DR":[26,48,123],"to":[27,68,97],"solve":[28],"the":[29,54,78,102,111,121,125],"parks":[34,130],"with":[35],"various":[36,82],"sources":[38],"and":[39,65,94],"loads":[40],"that":[41,120],"result":[42],"uncertain":[44],"demand.":[45],"The":[46],"proposed":[47,122],"firstly":[49],"integrates":[50],"components":[51,83],"such":[52,88],"as":[53,89],"power":[55],"grid,":[56],"photovoltaic":[57,92],"systems,":[58,61],"storage":[60],"production":[63],"loads,":[64],"so":[66],"on":[67],"establish":[69],"an":[70],"interactive":[71],"load":[72,95],"environment.":[73],"Then":[74],"it":[75],"dynamically":[76],"coordinates":[77],"flow":[80],"between":[81],"by":[84,109,131],"utilizing":[85],"real-time":[86],"information":[87],"electricity":[90,99,105,126],"price,":[91],"generation,":[93],"minimize":[98],"costs.":[100],"Finally,":[101],"minimization":[103],"of":[104,128],"cost":[106],"is":[107],"achieved":[108],"employing":[110],"Deep":[112],"Reinforcement":[113],"Learning":[114],"(DRL)":[115],"method.":[116],"Simulation":[117],"results":[118],"show":[119],"reduced":[124],"costs":[127],"11.3%.":[132]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-01-08T00:00:00"}