{"id":"https://openalex.org/W7161301080","doi":"https://doi.org/10.1016/j.suscom.2026.101378","title":"Deep reinforcement learning for scheduling hybrid electric-hydrogen energy storage system with battery degradation and carbon reduction","display_name":"Deep reinforcement learning for scheduling hybrid electric-hydrogen energy storage system with battery degradation and carbon reduction","publication_year":2026,"publication_date":"2026-05-16","ids":{"openalex":"https://openalex.org/W7161301080","doi":"https://doi.org/10.1016/j.suscom.2026.101378"},"language":"en","primary_location":{"id":"doi:10.1016/j.suscom.2026.101378","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2026.101378","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"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":"Sustainable Computing: Informatics and Systems","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/A5009554565","display_name":"Qian Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Shao","raw_affiliation_strings":["Management School, University of Shanghai for Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136200446","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0002-1862-3121"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Management School, University of Shanghai for Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136209031","display_name":"Liang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Ma","raw_affiliation_strings":["Management School, University of Shanghai for Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136188901","display_name":"Jiawei Wu","orcid":"https://orcid.org/0009-0000-1049-6060"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Wu","raw_affiliation_strings":["Management School, University of Shanghai for Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5136200446"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":{"value":2900,"currency":"USD","value_usd":2900},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56701151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":null,"first_page":"101378","last_page":"101378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.6200000047683716,"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"}},"topics":[{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.6200000047683716,"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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.0917000025510788,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.08389999717473984,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/reinforcement-learning","display_name":"Reinforcement learning","score":0.6927000284194946},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5852000117301941},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.555899977684021},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.503000020980835},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4894999861717224},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.3912000060081482},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.37459999322891235},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3433000147342682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8525999784469604},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6927000284194946},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5852000117301941},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.555899977684021},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.503000020980835},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4894999861717224},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.3912000060081482},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.37459999322891235},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3711000084877014},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3433000147342682},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.30559998750686646},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30550000071525574},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.30410000681877136},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.30059999227523804},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C2983735921","wikidata":"https://www.wikidata.org/wiki/Q1832610","display_name":"Battery storage","level":4,"score":0.2881999909877777},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2847000062465668},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.260699987411499},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.suscom.2026.101378","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2026.101378","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"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":"Sustainable Computing: Informatics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1984576194","https://openalex.org/W1992824073","https://openalex.org/W2027580990","https://openalex.org/W2027738128","https://openalex.org/W2044005487","https://openalex.org/W2049002156","https://openalex.org/W2310083470","https://openalex.org/W2341328782","https://openalex.org/W2417460170","https://openalex.org/W2508391817","https://openalex.org/W2614034933","https://openalex.org/W2684931751","https://openalex.org/W2905512133","https://openalex.org/W2909696589","https://openalex.org/W2921512866","https://openalex.org/W2963597321","https://openalex.org/W2975238464","https://openalex.org/W2993110080","https://openalex.org/W2998997799","https://openalex.org/W3016068557","https://openalex.org/W3025134690","https://openalex.org/W3081629403","https://openalex.org/W3092305369","https://openalex.org/W3093318535","https://openalex.org/W3094390476","https://openalex.org/W3119175549","https://openalex.org/W3119885706","https://openalex.org/W3152787826","https://openalex.org/W3157620715","https://openalex.org/W3159544628","https://openalex.org/W3171908814","https://openalex.org/W3175043817","https://openalex.org/W3176630539","https://openalex.org/W3185202669","https://openalex.org/W3190406982","https://openalex.org/W3196815110","https://openalex.org/W3209838005","https://openalex.org/W4206794808","https://openalex.org/W4285405215","https://openalex.org/W4286284232","https://openalex.org/W4310062788","https://openalex.org/W4323664191","https://openalex.org/W4382930571","https://openalex.org/W4385437747","https://openalex.org/W4385555935","https://openalex.org/W4387004846","https://openalex.org/W4388741412","https://openalex.org/W4392546290","https://openalex.org/W4393074087","https://openalex.org/W4399177815","https://openalex.org/W4400040077","https://openalex.org/W4401047210","https://openalex.org/W4401888342","https://openalex.org/W4402998931","https://openalex.org/W4403022787","https://openalex.org/W4404631479","https://openalex.org/W4405648744","https://openalex.org/W4406522462"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-16T00:00:00"}