{"id":"https://openalex.org/W2967591256","doi":"https://doi.org/10.1109/cec.2019.8790299","title":"Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems","display_name":"Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2967591256","doi":"https://doi.org/10.1109/cec.2019.8790299","mag":"2967591256"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2019.8790299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5044189404","display_name":"Shaimaa Seyam","orcid":"https://orcid.org/0000-0002-9780-697X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Shaimaa Seyam","raw_affiliation_strings":["Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075088425","display_name":"Khaled H.M. Al-Hamed","orcid":"https://orcid.org/0000-0002-8173-3040"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khaled H. M. Al-Hamed","raw_affiliation_strings":["Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079061015","display_name":"Ali M.M.I. Qureshy","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali M. M. I. Qureshy","raw_affiliation_strings":["Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019779057","display_name":"\u0130brahim Din\u00e7er","orcid":"https://orcid.org/0000-0002-7092-2102"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ibrahim Dincer","raw_affiliation_strings":["Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078077925","display_name":"Martin Agelin\u2010Chaab","orcid":"https://orcid.org/0000-0001-6222-768X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Agelin-Chaab","raw_affiliation_strings":["Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Automotive, Mechanical, and Manufacturing Engineering, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077727968","display_name":"Shahryar Rahnamayan","orcid":"https://orcid.org/0000-0002-6990-787X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahryar Rahnamayan","raw_affiliation_strings":["Dept. of Electrical, Computer, and Software Engineering, SMIEEE, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical, Computer, and Software Engineering, SMIEEE, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044189404"],"corresponding_institution_ids":["https://openalex.org/I39470171"],"apc_list":null,"apc_paid":null,"fwci":1.0314,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80554727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"850","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9998999834060669,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9993000030517578,"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/T10568","display_name":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/renewable-energy","display_name":"Renewable energy","score":0.7564707398414612},{"id":"https://openalex.org/keywords/hydrogen-production","display_name":"Hydrogen production","score":0.6241353750228882},{"id":"https://openalex.org/keywords/mass-flow-rate","display_name":"Mass flow rate","score":0.6103913187980652},{"id":"https://openalex.org/keywords/exergy","display_name":"Exergy","score":0.6096176505088806},{"id":"https://openalex.org/keywords/exergy-efficiency","display_name":"Exergy efficiency","score":0.5733681917190552},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5725624561309814},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.5197353363037109},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.5042101144790649},{"id":"https://openalex.org/keywords/mass-flow","display_name":"Mass flow","score":0.4386337399482727},{"id":"https://openalex.org/keywords/volumetric-flow-rate","display_name":"Volumetric flow rate","score":0.4374554753303528},{"id":"https://openalex.org/keywords/water-cooling","display_name":"Water cooling","score":0.4368094801902771},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4279704988002777},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.40485966205596924},{"id":"https://openalex.org/keywords/hydrogen","display_name":"Hydrogen","score":0.3531717360019684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3290191888809204},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2592408061027527},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.23256328701972961},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.2179945707321167},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.21337783336639404},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.21087148785591125},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12375146150588989},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09762507677078247}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7564707398414612},{"id":"https://openalex.org/C202189072","wikidata":"https://www.wikidata.org/wiki/Q1929999","display_name":"Hydrogen production","level":3,"score":0.6241353750228882},{"id":"https://openalex.org/C75892298","wikidata":"https://www.wikidata.org/wiki/Q1366187","display_name":"Mass flow rate","level":2,"score":0.6103913187980652},{"id":"https://openalex.org/C113146524","wikidata":"https://www.wikidata.org/wiki/Q663290","display_name":"Exergy","level":2,"score":0.6096176505088806},{"id":"https://openalex.org/C83119724","wikidata":"https://www.wikidata.org/wiki/Q3070886","display_name":"Exergy efficiency","level":3,"score":0.5733681917190552},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5725624561309814},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.5197353363037109},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.5042101144790649},{"id":"https://openalex.org/C33493971","wikidata":"https://www.wikidata.org/wiki/Q3295893","display_name":"Mass flow","level":2,"score":0.4386337399482727},{"id":"https://openalex.org/C172120300","wikidata":"https://www.wikidata.org/wiki/Q1134348","display_name":"Volumetric flow rate","level":2,"score":0.4374554753303528},{"id":"https://openalex.org/C7694927","wikidata":"https://www.wikidata.org/wiki/Q7667810","display_name":"Water cooling","level":2,"score":0.4368094801902771},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4279704988002777},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.40485966205596924},{"id":"https://openalex.org/C512968161","wikidata":"https://www.wikidata.org/wiki/Q556","display_name":"Hydrogen","level":2,"score":0.3531717360019684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3290191888809204},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2592408061027527},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.23256328701972961},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.2179945707321167},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.21337783336639404},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.21087148785591125},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12375146150588989},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09762507677078247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2019.8790299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1099590895","https://openalex.org/W1588693647","https://openalex.org/W1592622566","https://openalex.org/W1613273921","https://openalex.org/W1975040319","https://openalex.org/W2002824094","https://openalex.org/W2008388872","https://openalex.org/W2041437331","https://openalex.org/W2044736474","https://openalex.org/W2068422870","https://openalex.org/W2341672733","https://openalex.org/W2626021928","https://openalex.org/W2679745228","https://openalex.org/W2897942723","https://openalex.org/W4246565613","https://openalex.org/W6635234630"],"related_works":["https://openalex.org/W2350865580","https://openalex.org/W2727137681","https://openalex.org/W3136650063","https://openalex.org/W2765142554","https://openalex.org/W4282916743","https://openalex.org/W4295804319","https://openalex.org/W4238646663","https://openalex.org/W4387574708","https://openalex.org/W2042599314","https://openalex.org/W3023401207"],"abstract_inverted_index":{"The":[0,48,77],"proposed":[1],"multi-objective":[2],"optimized":[3],"hybrid":[4,78],"renewable":[5,79],"energy":[6,125],"system":[7,27,57,80],"consists":[8],"of":[9,73,92,103,111,129],"solar":[10],"panels,":[11],"wind":[12],"turbines,":[13],"a":[14,51,84,99],"proton":[15],"exchange":[16],"membrane":[17],"(PEM)":[18],"electrolyzer":[19],"for":[20,28],"hydrogen":[21,97],"production,":[22],"and":[23,41,106,121,126],"an":[24,61],"absorption":[25],"cooling":[26,117],"the":[29,45,56,74],"summer":[30],"season.":[31],"This":[32],"study":[33,49],"is":[34,64],"conducted":[35,65],"in":[36,39,83],"two":[37],"locations":[38],"Egypt":[40],"Saudi":[42],"Arabia":[43],"as":[44],"case":[46],"studies.":[47],"presents":[50],"thermodynamic":[52],"analysis":[53,63],"to":[54,69,95,115],"investigate":[55],"performance.":[58],"In":[59],"addition,":[60],"optimization-based":[62],"using":[66],"NSGA-II":[67],"algorithm":[68],"determine":[70],"optimal":[71],"values":[72],"decision":[75],"variables.":[76],"can":[81],"operate":[82],"significant":[85],"performance":[86],"with":[87,98,124],"water":[88],"mass":[89,100,108],"flow":[90,101,109],"rate":[91,102,110],"1.8":[93],"kg/s":[94,114],"produce":[96,116],"0.2":[104,113],"kg/s,":[105],"ammonia":[107],"about":[112],"load":[118],"between":[119],"40":[120],"120":[122],"kW":[123],"exergy":[127],"efficiency":[128],"more":[130],"than":[131],"65%.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
