{"id":"https://openalex.org/W2903641195","doi":"https://doi.org/10.1109/ssd.2018.8570449","title":"A Comparative Study of GA and APSO Algorithm for an Optimal Design of a Standalone PV/Battery System","display_name":"A Comparative Study of GA and APSO Algorithm for an Optimal Design of a Standalone PV/Battery System","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2903641195","doi":"https://doi.org/10.1109/ssd.2018.8570449","mag":"2903641195"},"language":"en","primary_location":{"id":"doi:10.1109/ssd.2018.8570449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd.2018.8570449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Multi-Conference on Systems, Signals & Devices (SSD)","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/A5081982609","display_name":"Mariem Elloumi","orcid":"https://orcid.org/0000-0003-0024-7567"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Mariem Elloumi","raw_affiliation_strings":["Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050345567","display_name":"Randa Kallel","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Randa Kallel","raw_affiliation_strings":["Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061260235","display_name":"Ghada Boukettaya","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ghada Boukettaya","raw_affiliation_strings":["Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering Bpw, University of Sfax National School of Engineering, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081982609"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.3868,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73343899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"42","issue":null,"first_page":"1104","last_page":"1109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T11336","display_name":"Energy and Environment Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.6447455883026123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6382559537887573},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6307597756385803},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6130691170692444},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5940345525741577},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5699288249015808},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.547299861907959},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5382753014564514},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.4789867401123047},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.45395582914352417},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.448039710521698},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.41990023851394653},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.28218019008636475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24978074431419373},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22878825664520264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10087740421295166},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07761728763580322}],"concepts":[{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.6447455883026123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6382559537887573},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6307597756385803},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6130691170692444},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5940345525741577},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5699288249015808},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.547299861907959},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5382753014564514},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.4789867401123047},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.45395582914352417},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.448039710521698},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.41990023851394653},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28218019008636475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24978074431419373},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22878825664520264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10087740421295166},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07761728763580322},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd.2018.8570449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd.2018.8570449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Multi-Conference on Systems, Signals & Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"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":19,"referenced_works":["https://openalex.org/W1970489329","https://openalex.org/W1986364304","https://openalex.org/W1988258764","https://openalex.org/W1990929073","https://openalex.org/W1991925250","https://openalex.org/W1994226661","https://openalex.org/W2008910690","https://openalex.org/W2048697535","https://openalex.org/W2104044232","https://openalex.org/W2110225690","https://openalex.org/W2116051651","https://openalex.org/W2124370355","https://openalex.org/W2159088483","https://openalex.org/W2187706195","https://openalex.org/W2217635908","https://openalex.org/W2221790098","https://openalex.org/W2564544773","https://openalex.org/W2736493256","https://openalex.org/W6686950796"],"related_works":["https://openalex.org/W2375311683","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2353956655","https://openalex.org/W2020653254","https://openalex.org/W2010454064","https://openalex.org/W2352072014","https://openalex.org/W217279133","https://openalex.org/W2386574999","https://openalex.org/W2367073236"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,36],"consumption":[2],"is":[3,40,83],"growing":[4],"by":[5],"several":[6],"percent":[7],"per":[8],"year,":[9],"and":[10,20,74,114,140,147],"recent":[11],"developments":[12],"in":[13,42],"electricity":[14],"market":[15],"deregulation":[16],"require":[17],"cost":[18,98],"management":[19],"optimization":[21,101,152],"of":[22,49,60,80,89,126],"generation":[23,38],"capacity.":[24],"For":[25],"these":[26,150],"reasons,":[27],"an":[28,123],"optimal":[29,57,87,124],"design":[30],"process":[31],"for":[32,122,149],"a":[33,66,104],"standalone":[34],"renewable":[35],"power":[37],"system":[39,94],"recommended":[41],"this":[43,63,81],"study.":[44],"Due":[45],"to":[46,53,84],"the":[47,50,55,86,110,115,141],"efficiency":[48],"economic":[51,68,130],"criterion":[52],"determine":[54,85],"most":[56],"configuration":[58],"size":[59,88],"photovoltaic":[61],"system,":[62],"paper":[64,82],"investigates":[65],"detailed":[67],"analysis":[69],"that":[70],"involves":[71],"investments,":[72],"replacements":[73],"operation":[75],"calculating":[76],"costs.":[77],"The":[78,129],"aim":[79],"stand":[90],"-":[91],"alone":[92],"PV/Battery":[93],"with":[95],"minimum":[96],"annualized":[97],"using":[99,137],"evolutionary":[100],"approaches.":[102],"Thus,":[103],"comparative":[105],"study":[106],"was":[107],"presented":[108],"between":[109],"Genetic":[111],"Algorithm":[112],"(GA)":[113],"Accelerated":[116],"Particle":[117],"Swarm":[118],"Optimization":[119],"(APSO)":[120],"algorithm":[121],"sizing":[125],"system's":[127],"components.":[128],"formulation":[131],"problem":[132],"will":[133,144],"be,":[134],"then,":[135],"implemented":[136],"Matlab":[138],"software":[139],"simulation":[142],"results":[143],"be":[145],"discussed":[146],"compared":[148],"chosen":[151],"algorithms.":[153]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}