{"id":"https://openalex.org/W3215263632","doi":"https://doi.org/10.1155/2021/9987304","title":"Improvement of the Voltage Profile and Loss Reduction in Distribution Network Using Moth Flame Algorithm: Wolaita Sodo, Ethiopia","display_name":"Improvement of the Voltage Profile and Loss Reduction in Distribution Network Using Moth Flame Algorithm: Wolaita Sodo, Ethiopia","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W3215263632","doi":"https://doi.org/10.1155/2021/9987304","mag":"3215263632"},"language":"en","primary_location":{"id":"doi:10.1155/2021/9987304","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9987304","pdf_url":"https://downloads.hindawi.com/journals/jece/2021/9987304.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jece/2021/9987304.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091364939","display_name":"S. Balakumar","orcid":"https://orcid.org/0000-0002-4924-5987"},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"S. Balakumar","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-4924-5987","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000011544","display_name":"Akililu Getahun","orcid":null},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Akililu Getahun","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022334397","display_name":"Samuel Kefale","orcid":"https://orcid.org/0000-0003-1105-1084"},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Samuel Kefale","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch-21, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071007628","display_name":"K. Ramash Kumar","orcid":"https://orcid.org/0000-0003-4554-520X"},"institutions":[{"id":"https://openalex.org/I4210133257","display_name":"KPR Institute of Engineering and Technology","ror":"https://ror.org/02q9f3a53","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Ramash Kumar","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Dr.N.G.P. Institute of Technology, Coimbatore-48, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Dr.N.G.P. Institute of Technology, Coimbatore-48, Tamilnadu, India","institution_ids":["https://openalex.org/I4210133257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091364939"],"corresponding_institution_ids":["https://openalex.org/I42869670"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.5084,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.65298617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9998999834060669,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9998999834060669,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9998000264167786,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7737109661102295},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6230077743530273},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5669881105422974},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5062078833580017},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4667048454284668},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4621352255344391},{"id":"https://openalex.org/keywords/static-var-compensator","display_name":"Static VAR compensator","score":0.45377734303474426},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44851189851760864},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4358213245868683},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4307926893234253},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4245338439941406},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4208132028579712},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.4174308180809021},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3680345416069031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36599624156951904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23518574237823486},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16208693385124207}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7737109661102295},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6230077743530273},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5669881105422974},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5062078833580017},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4667048454284668},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4621352255344391},{"id":"https://openalex.org/C10349047","wikidata":"https://www.wikidata.org/wiki/Q839922","display_name":"Static VAR compensator","level":4,"score":0.45377734303474426},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44851189851760864},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4358213245868683},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4307926893234253},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4245338439941406},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4208132028579712},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.4174308180809021},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3680345416069031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36599624156951904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23518574237823486},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16208693385124207},{"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/9987304","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9987304","pdf_url":"https://downloads.hindawi.com/journals/jece/2021/9987304.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4e334ceb08784396813732ed00f78d5b","is_oa":true,"landing_page_url":"https://doaj.org/article/4e334ceb08784396813732ed00f78d5b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Electrical and Computer Engineering, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/9987304","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9987304","pdf_url":"https://downloads.hindawi.com/journals/jece/2021/9987304.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8500000238418579,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215263632.pdf","grobid_xml":"https://content.openalex.org/works/W3215263632.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1978956837","https://openalex.org/W2162101338","https://openalex.org/W2502083862","https://openalex.org/W2602271014","https://openalex.org/W2613771876","https://openalex.org/W2743043759","https://openalex.org/W2891045130","https://openalex.org/W2966769042","https://openalex.org/W3044194019","https://openalex.org/W3081294194","https://openalex.org/W3129879749","https://openalex.org/W3199942617"],"related_works":["https://openalex.org/W2243748485","https://openalex.org/W2533441421","https://openalex.org/W2362276406","https://openalex.org/W2079769526","https://openalex.org/W2386042020","https://openalex.org/W2389590970","https://openalex.org/W2335210240","https://openalex.org/W2147897735","https://openalex.org/W4200166131","https://openalex.org/W2358941880"],"abstract_inverted_index":{"Voltage":[0],"stability":[1,85],"and":[2,29,45,63,77,111,153,196],"line":[3],"losses":[4],"are":[5,14,58,105],"inevitable":[6],"issues":[7,152],"even":[8,116],"in":[9,22,37,53,94,97,193],"modern":[10],"power":[11,24,78,103,150],"systems.":[12],"There":[13],"several":[15],"techniques":[16],"that":[17],"emerged":[18],"to":[19,26,32,40,73,106,146,176],"solve":[20,147],"problems":[21],"the":[23,42,48,54,108,125,155,158,164,178,187,198],"system":[25,109,149,166,195],"provide":[27],"quality":[28,151],"uninterrupted":[30],"supply":[31],"customers.":[33],"The":[34,68,80,120,139,160,184],"algorithms":[35],"used":[36],"this":[38],"paper":[39],"determine":[41],"appropriate":[43],"location":[44],"size":[46],"of":[47,83,91,102,127,134,142,157,181,186,200],"Static":[49],"Var":[50],"Compensator":[51],"(SVC)":[52],"Distribution":[55],"Network":[56],"(DN)":[57],"Moth":[59],"Flame":[60],"Optimization":[61,66],"(MFO)":[62],"Particle":[64],"Swarm":[65],"(PSO).":[67],"objective":[69],"function":[70],"is":[71,89,144],"defined":[72],"minimize":[74],"voltage":[75,84,113],"deviation":[76],"loss.":[79],"burning":[81],"problem":[82],"improvement":[86],"current":[87],"scenario":[88],"because":[90],"a":[92],"rise":[93],"electricity":[95],"demands":[96],"all":[98],"sectors.":[99],"Paramount":[100],"duties":[101],"engineers":[104],"keep":[107],"stable":[110],"maintain":[112],"magnitude":[114],"constant":[115],"during":[117],"peak":[118],"hours.":[119],"results":[121,161],"were":[122,167],"checked":[123],"with":[124,169],"aid":[126],"MATLAB":[128],"on":[129],"Wolaita":[130],"Sodo":[131],"radial":[132],"distribution":[133,148,194],"34":[135],"bus":[136],"data":[137],"networks.":[138],"potential":[140],"use":[141],"SVC":[143,190],"key":[145],"estimating":[154],"advantage":[156],"installation.":[159],"obtained":[162],"from":[163],"test":[165],"compared":[168],"PSO":[170],"results.":[171],"This":[172],"comparison":[173],"was":[174,191],"done":[175],"know":[177],"computational":[179],"time":[180],"proposed":[182],"techniques.":[183],"performance":[185],"MFA":[188],"based":[189],"superior":[192],"highlighted":[197],"importance":[199],"device.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
