{"id":"https://openalex.org/W7131648942","doi":"https://doi.org/10.1016/j.ress.2026.112467","title":"Optimization of continuous condition-based maintenance for multi-component equipment clusters based on multi-agent incremental reinforcement learning","display_name":"Optimization of continuous condition-based maintenance for multi-component equipment clusters based on multi-agent incremental reinforcement learning","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7131648942","doi":"https://doi.org/10.1016/j.ress.2026.112467"},"language":"en","primary_location":{"id":"doi:10.1016/j.ress.2026.112467","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112467","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"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":"Reliability Engineering &amp; System Safety","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/A5124156778","display_name":"Shiao Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiao Yao","raw_affiliation_strings":["Institute of logistics science and engineering, Shanghai Maritime University, Shanghai, 201306, China"],"raw_orcid":"https://orcid.org/0009-0008-3897-8406","affiliations":[{"raw_affiliation_string":"Institute of logistics science and engineering, Shanghai Maritime University, Shanghai, 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111812838","display_name":"Daofang Chang","orcid":"https://orcid.org/0000-0002-7163-7741"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daofang Chang","raw_affiliation_strings":["Institute of logistics science and engineering, Shanghai Maritime University, Shanghai, 201306, China"],"raw_orcid":"https://orcid.org/0000-0002-7163-7741","affiliations":[{"raw_affiliation_string":"Institute of logistics science and engineering, Shanghai Maritime University, Shanghai, 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775390","display_name":"Haitao Song","orcid":"https://orcid.org/0009-0001-5404-5154"},"institutions":[{"id":"https://openalex.org/I4210105374","display_name":"Beibu Gulf University","ror":"https://ror.org/01dq3qq95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105374"]},{"id":"https://openalex.org/I4210128032","display_name":"Beibu Gulf University","ror":"https://ror.org/031j0at32","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Song","raw_affiliation_strings":["Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China"],"raw_orcid":"https://orcid.org/0009-0001-5404-5154","affiliations":[{"raw_affiliation_string":"Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China","institution_ids":["https://openalex.org/I4210105374","https://openalex.org/I4210128032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126946824","display_name":"Congming Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105374","display_name":"Beibu Gulf University","ror":"https://ror.org/01dq3qq95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105374"]},{"id":"https://openalex.org/I4210128032","display_name":"Beibu Gulf University","ror":"https://ror.org/031j0at32","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congming Wu","raw_affiliation_strings":["Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China"],"raw_orcid":"https://orcid.org/0009-0002-0602-2983","affiliations":[{"raw_affiliation_string":"Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China","institution_ids":["https://openalex.org/I4210105374","https://openalex.org/I4210128032"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126920230","display_name":"Jingsen Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105374","display_name":"Beibu Gulf University","ror":"https://ror.org/01dq3qq95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105374"]},{"id":"https://openalex.org/I4210128032","display_name":"Beibu Gulf University","ror":"https://ror.org/031j0at32","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsen Huang","raw_affiliation_strings":["Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China"],"raw_orcid":"https://orcid.org/0009-0002-8107-170X","affiliations":[{"raw_affiliation_string":"Guangxi Qinzhou Bonded Port Zone Shenggang Wharf Co., Ltd, Qinzhou, 535000, China","institution_ids":["https://openalex.org/I4210105374","https://openalex.org/I4210128032"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5124156778"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31752022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"272","issue":null,"first_page":"112467","last_page":"112467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.094200000166893,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.094200000166893,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.04659999907016754,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.0406000018119812,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/forgetting","display_name":"Forgetting","score":0.7817999720573425},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6909999847412109},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6550999879837036},{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.5879999995231628},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.4514000117778778},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.40149998664855957},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4002000093460083},{"id":"https://openalex.org/keywords/corrective-maintenance","display_name":"Corrective maintenance","score":0.3977000117301941}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.7817999720573425},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6909999847412109},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6550999879837036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5961999893188477},{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.5879999995231628},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.40149998664855957},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4002000093460083},{"id":"https://openalex.org/C129529059","wikidata":"https://www.wikidata.org/wiki/Q2291518","display_name":"Corrective maintenance","level":3,"score":0.3977000117301941},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38679999113082886},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.3605000078678131},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3294999897480011},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3095000088214874},{"id":"https://openalex.org/C4402595","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Planned maintenance","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28769999742507935},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ress.2026.112467","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112467","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"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":"Reliability Engineering &amp; System Safety","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1110462756","display_name":null,"funder_award_id":"2020YFB1710005","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2037325790","https://openalex.org/W2489478216","https://openalex.org/W2516153342","https://openalex.org/W2560647685","https://openalex.org/W2592006626","https://openalex.org/W2790716556","https://openalex.org/W2902332709","https://openalex.org/W2963426313","https://openalex.org/W3014274469","https://openalex.org/W3022189137","https://openalex.org/W3037319445","https://openalex.org/W3048263204","https://openalex.org/W3082233933","https://openalex.org/W3092012490","https://openalex.org/W3110971738","https://openalex.org/W3112348498","https://openalex.org/W3123720983","https://openalex.org/W3125387313","https://openalex.org/W3134861104","https://openalex.org/W3155179702","https://openalex.org/W3171908814","https://openalex.org/W3198815832","https://openalex.org/W3199652046","https://openalex.org/W3201272053","https://openalex.org/W3201283736","https://openalex.org/W3205439563","https://openalex.org/W4200162182","https://openalex.org/W4225619352","https://openalex.org/W4280508537","https://openalex.org/W4281628183","https://openalex.org/W4290860731","https://openalex.org/W4310595712","https://openalex.org/W4320035247","https://openalex.org/W4323671167","https://openalex.org/W4365514631","https://openalex.org/W4376274075","https://openalex.org/W4379620511","https://openalex.org/W4379742442","https://openalex.org/W4380764313","https://openalex.org/W4383272330","https://openalex.org/W4384080499","https://openalex.org/W4385863710","https://openalex.org/W4386142827","https://openalex.org/W4386413461","https://openalex.org/W4386706959","https://openalex.org/W4387142730","https://openalex.org/W4391300466","https://openalex.org/W4392173735","https://openalex.org/W4392655472","https://openalex.org/W4393931315","https://openalex.org/W4396523187","https://openalex.org/W4399207800","https://openalex.org/W4401058752","https://openalex.org/W4402204221","https://openalex.org/W4402274999","https://openalex.org/W4402444449","https://openalex.org/W4403863399","https://openalex.org/W4406416106","https://openalex.org/W4409128624","https://openalex.org/W4413098983","https://openalex.org/W4415695269"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2026-02-27T00:00:00"}
