{"id":"https://openalex.org/W7161239540","doi":"https://doi.org/10.1016/j.swevo.2026.102415","title":"A reinforcement learning-driven adaptive metaheuristic for energy optimization of heated oil pipeline systems","display_name":"A reinforcement learning-driven adaptive metaheuristic for energy optimization of heated oil pipeline systems","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7161239540","doi":"https://doi.org/10.1016/j.swevo.2026.102415"},"language":"en","primary_location":{"id":"doi:10.1016/j.swevo.2026.102415","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.swevo.2026.102415","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"},"type":"article","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/A5136264125","display_name":"Ling Jian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Jian","raw_affiliation_strings":["School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136224513","display_name":"Yang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136195100","display_name":"Min Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Liu","raw_affiliation_strings":["School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136270306","display_name":"Xiang Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang Zhou","raw_affiliation_strings":["SINO-Pipeline International Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SINO-Pipeline International Company Limited, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136257896","display_name":"Wanli Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093609","display_name":"Digital China Health (China)","ror":"https://ror.org/00n49pr77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanli Yi","raw_affiliation_strings":["Kunlun Digital Intelligence Technology Co Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kunlun Digital Intelligence Technology Co Ltd, Beijing, China","institution_ids":["https://openalex.org/I4210093609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5136195100"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":3700,"currency":"USD","value_usd":3700},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53466861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"106","issue":null,"first_page":"102415","last_page":"102415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.3319999873638153,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.3319999873638153,"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/T10424","display_name":"Electric Power System Optimization","score":0.12430000305175781,"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/T11220","display_name":"Water Systems and Optimization","score":0.11599999666213989,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/metaheuristic","display_name":"Metaheuristic","score":0.6887000203132629},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6877999901771545},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5393000245094299},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.42260000109672546},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.37869998812675476},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.37439998984336853},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.29089999198913574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8476999998092651},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6887000203132629},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6877999901771545},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5393000245094299},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4325999915599823},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C2989268449","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Energy method","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C3020065929","wikidata":"https://www.wikidata.org/wiki/Q11379","display_name":"Total energy","level":3,"score":0.2524999976158142},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.swevo.2026.102415","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.swevo.2026.102415","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8190171718597412,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W2008841374","https://openalex.org/W2061438946","https://openalex.org/W2076571345","https://openalex.org/W2080158233","https://openalex.org/W2096166399","https://openalex.org/W2112036188","https://openalex.org/W2145339207","https://openalex.org/W2167580870","https://openalex.org/W2290883490","https://openalex.org/W2559793483","https://openalex.org/W2618749399","https://openalex.org/W2662368483","https://openalex.org/W2908142178","https://openalex.org/W3011118050","https://openalex.org/W3027857705","https://openalex.org/W3082377584","https://openalex.org/W4221047515","https://openalex.org/W4280635328","https://openalex.org/W4320479295","https://openalex.org/W4323351921","https://openalex.org/W4390063452","https://openalex.org/W4391178685","https://openalex.org/W4399325890","https://openalex.org/W4403910631","https://openalex.org/W4405611747","https://openalex.org/W4405615855","https://openalex.org/W4411010899","https://openalex.org/W4411436738","https://openalex.org/W4414677621","https://openalex.org/W4415628901","https://openalex.org/W4417487592","https://openalex.org/W7077061483"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-16T00:00:00"}
