{"id":"https://openalex.org/W4409746468","doi":"https://doi.org/10.1155/jece/1352068","title":"Performance Evaluation of a Radial Distribution Network Under Emerging Load Prediction Modeling Approach and DG Integration Using a Particle Swarm Optimization Algorithm","display_name":"Performance Evaluation of a Radial Distribution Network Under Emerging Load Prediction Modeling Approach and DG Integration Using a Particle Swarm Optimization Algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409746468","doi":"https://doi.org/10.1155/jece/1352068"},"language":"en","primary_location":{"id":"doi:10.1155/jece/1352068","is_oa":true,"landing_page_url":"https://doi.org/10.1155/jece/1352068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/jece/1352068","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://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/jece/1352068","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081189996","display_name":"Demsew Mitiku Teferra","orcid":"https://orcid.org/0000-0003-2695-6310"},"institutions":[{"id":"https://openalex.org/I4210129636","display_name":"Addis Ababa Science and Technology University","ror":"https://ror.org/02psd9228","country_code":"ET","type":"education","lineage":["https://openalex.org/I4210129636"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Demsew Mitiku Teferra","raw_affiliation_strings":["Department of Electrical & Computer Engineering ,  College of Engineering ,  Addis Ababa Science and Technology University ,  Addis Ababa ,  Ethiopia ,  aastu.edu.et"],"raw_orcid":"https://orcid.org/0000-0003-2695-6310","affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering ,  College of Engineering ,  Addis Ababa Science and Technology University ,  Addis Ababa ,  Ethiopia ,  aastu.edu.et","institution_ids":["https://openalex.org/I4210129636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081189996"],"corresponding_institution_ids":["https://openalex.org/I4210129636"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.6531,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6880617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"2025","issue":"1","first_page":null,"last_page":null},"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/T10603","display_name":"Smart Grid Energy Management","score":0.9988999962806702,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8518718481063843},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48334190249443054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4813188314437866},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4142787456512451},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.387473464012146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2075287103652954}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8518718481063843},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48334190249443054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4813188314437866},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4142787456512451},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.387473464012146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2075287103652954},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/jece/1352068","is_oa":true,"landing_page_url":"https://doi.org/10.1155/jece/1352068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/jece/1352068","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:44dba18a9d4544f09d6a950d8663087a","is_oa":true,"landing_page_url":"https://doaj.org/article/44dba18a9d4544f09d6a950d8663087a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Electrical and Computer Engineering, Vol 2025 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/jece/1352068","is_oa":true,"landing_page_url":"https://doi.org/10.1155/jece/1352068","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/jece/1352068","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409746468.pdf","grobid_xml":"https://content.openalex.org/works/W4409746468.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1530978390","https://openalex.org/W1759197186","https://openalex.org/W2006157318","https://openalex.org/W2013341941","https://openalex.org/W2013376613","https://openalex.org/W2016210396","https://openalex.org/W2019207321","https://openalex.org/W2024760831","https://openalex.org/W2074628584","https://openalex.org/W2108388069","https://openalex.org/W2152195021","https://openalex.org/W2154326182","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2207756056","https://openalex.org/W2232969962","https://openalex.org/W2497356089","https://openalex.org/W2511608752","https://openalex.org/W2537008825","https://openalex.org/W2547854284","https://openalex.org/W2552432577","https://openalex.org/W2744810977","https://openalex.org/W2782797292","https://openalex.org/W2783682682","https://openalex.org/W2800112254","https://openalex.org/W2811507150","https://openalex.org/W2890665397","https://openalex.org/W3047688661","https://openalex.org/W3090661556","https://openalex.org/W3132669619","https://openalex.org/W3132958075","https://openalex.org/W3134220793","https://openalex.org/W3202832546","https://openalex.org/W3213126862","https://openalex.org/W4200102828","https://openalex.org/W4224242227","https://openalex.org/W4307302869","https://openalex.org/W4312849820","https://openalex.org/W4313179315","https://openalex.org/W4313589985","https://openalex.org/W4320024877","https://openalex.org/W4327522175","https://openalex.org/W4353070739","https://openalex.org/W4382808791","https://openalex.org/W4406377912","https://openalex.org/W4408510735","https://openalex.org/W6684237752"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"This":[0],"research":[1,302],"presents":[2],"a":[3,114,293],"comprehensive":[4],"performance":[5,112,191],"evaluation":[6],"of":[7,26,75,102,163,176,267,285],"an":[8,52],"11\u2010bus,":[9],"15":[10],"kV":[11],"radial":[12],"distribution":[13],"network":[14,55,225,268,316],"in":[15,132,161,223,253],"Ethiopia,":[16],"utilizing":[17],"particle":[18],"swarm":[19],"optimization":[20,297,321],"(PSO)":[21],"to":[22,68,134],"assess":[23],"the":[24,41,100,157,219,238,265],"impact":[25,266],"emerging":[27],"load":[28,60,177,197,201,276],"prediction":[29],"models":[30,310],"and":[31,99,127,148,184,202,209,260,270,319,326],"distributed":[32],"generation":[33],"(DG)":[34],"integration.":[35,214],"Load":[36],"forecasting":[37,288],"is":[38,64,78,278],"conducted":[39],"using":[40],"adaptive":[42],"neuro\u2010fuzzy":[43],"inference":[44],"system":[45],"(ANFIS),":[46],"with":[47,113,289],"validation":[48],"carried":[49],"out":[50],"through":[51],"artificial":[53],"neural":[54],"(ANN).":[56],"The":[57,73,153,215,243,282],"average":[58,170,185],"forecasted":[59,203],"predicted":[61],"by":[62,71,80,307],"ANFIS":[63,109,210],"6,071.5":[65],"kVA,":[66],"compared":[67],"6,105.7":[69],"kVA":[70],"ANN.":[72],"accuracy":[74],"these":[76,235,305],"forecasts":[77],"quantified":[79],"mean":[81,85,90,95],"absolute":[82,86],"error":[83,88,92,97],"(MAE),":[84],"percentage":[87],"(MAPE),":[89],"squared":[91,96],"(MSE),":[93],"root":[94],"(RMSE),":[98],"coefficient":[101],"determination":[103],"(":[104],"R":[105,128,149],"2":[106,129,150],"),":[107],"where":[108],"demonstrates":[110],"superior":[111],"MAE":[115,136],"=":[116,119,122,125,130,137,140,143,146,151],"7.7611,":[117],"MAPE":[118,139],"0.14401,":[120],"MSE":[121,142],"0.6399,":[123],"RMSE":[124,145],"0.79993,":[126],"0.99993,":[131],"contrast":[133],"ANN\u2019s":[135],"31.4114,":[138],"1.631%,":[141],"109.55,":[144],"10.467,":[147],"0.98797.":[152],"study":[154,239],"further":[155,296],"examines":[156],"network\u2019s":[158],"operational":[159],"efficiency":[160],"terms":[162],"power":[164,262],"loss,":[165],"voltage":[166,171],"stability":[167],"index":[168,173],"(VSI),":[169],"deviation":[172],"(AVDI),":[174],"loss":[175],"probability":[178],"(LOLP),":[179],"energy":[180,186,255],"not":[181,187,279],"supplied":[182,188],"(ENS),":[183],"(AENS).":[189],"These":[190],"metrics":[192],"are":[193],"evaluated":[194,232],"under":[195],"various":[196],"conditions,":[198],"including":[199],"base":[200],"loads":[204],"derived":[205],"from":[206],"both":[207],"ANN":[208],"predictions,":[211],"incorporating":[212,308],"DG":[213,248,312],"results":[216,229],"highlight":[217],"that":[218],"PSO":[220],"algorithm":[221],"excels":[222],"optimizing":[224],"performance,":[226],"achieving":[227],"remarkable":[228],"across":[230],"all":[231],"parameters.":[233],"Despite":[234],"promising":[236],"findings,":[237],"has":[240],"certain":[241],"limitations.":[242],"proposed":[244],"model":[245],"assumes":[246],"ideal":[247],"operation":[249],"without":[250],"considering":[251],"uncertainties":[252],"renewable":[254],"sources":[256],"such":[257],"as":[258],"solar":[259],"wind":[261],"variations.":[263],"Additionally,":[264],"reconfiguration":[269,317],"real\u2010time":[271,315],"control":[272],"strategies":[273],"for":[274,298,311,323],"dynamic":[275],"variations":[277],"fully":[280],"explored.":[281],"computational":[283],"complexity":[284],"integrating":[286],"ANFIS\u2010based":[287],"large\u2010scale":[290],"networks":[291],"poses":[292],"challenge,":[294],"requiring":[295],"practical":[299],"applications.":[300],"Future":[301],"should":[303],"address":[304],"challenges":[306],"probabilistic":[309],"output":[313],"fluctuations,":[314],"techniques,":[318],"hybrid":[320],"approaches":[322],"enhanced":[324],"scalability":[325],"adaptability.":[327]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-02-21T06:11:54.161237","created_date":"2025-10-10T00:00:00"}
