{"id":"https://openalex.org/W2990661875","doi":"https://doi.org/10.3906/elk-1901-192","title":"A new approach for wind turbine placement problem using modified differentialevolution algorithm","display_name":"A new approach for wind turbine placement problem using modified differentialevolution algorithm","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2990661875","doi":"https://doi.org/10.3906/elk-1901-192","mag":"2990661875"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1901-192","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1901-192","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.3906/elk-1901-192","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023068942","display_name":"H\u00fcseyin Hakl\u0131","orcid":"https://orcid.org/0000-0001-5019-071X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"H\u00fcseyin HAKLI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023068942"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5468,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8654327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"27","issue":"6","first_page":"4659","last_page":"4672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9532999992370605,"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/wind-power","display_name":"Wind power","score":0.8199852705001831},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.5960334539413452},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5798681974411011},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5711392760276794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5308187007904053},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.367079496383667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33968299627304077},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3382141590118408},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19492021203041077},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08974459767341614},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.07835796475410461}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.8199852705001831},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5960334539413452},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5798681974411011},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5711392760276794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5308187007904053},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.367079496383667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33968299627304077},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3382141590118408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19492021203041077},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08974459767341614},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.07835796475410461},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3906/elk-1901-192","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1901-192","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3906/elk-1901-192","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1901-192","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3214712242","https://openalex.org/W3204461065","https://openalex.org/W1965417009","https://openalex.org/W2085232331","https://openalex.org/W2018320994","https://openalex.org/W2738547440","https://openalex.org/W2460685830","https://openalex.org/W2742210008","https://openalex.org/W2925195937","https://openalex.org/W2741863531"],"abstract_inverted_index":{"Energy":[0],"use":[1],"is":[2,28,37,268],"increasing":[3],"worldwide":[4],"with":[5,145,157,232,235],"industrialization":[6],"and":[7,39,76,105,116,132,163,174,252,261,271],"advancing":[8],"technology.":[9],"Following":[10],"this":[11,77,95],"increase,":[12],"renewable":[13,32],"energy":[14,24,27,33],"resources":[15],"are":[16,43,53],"increasingly":[17],"preferred":[18,29],"to":[19,45,56,59,97,150,168,175,191,219,274],"reduce":[20],"the":[21,47,66,79,83,99,128,138,152,158,170,177,180,189,193,202,205,210,215,240,244,258,266,276],"costs":[22],"of":[23,63,74,127,137,172,179,197,204,223],"production.":[25],"Wind":[26,41],"as":[30],"a":[31,107,146,183,220],"resource":[34],"because":[35],"it":[36],"clean":[38],"safe.":[40],"turbines":[42,80,140],"used":[44,238],"meet":[46],"demand":[48],"for":[49,102,243],"wind":[50,103,139,198,211,245,277],"energy.":[51,64],"They":[52],"placed":[54],"close":[55],"each":[57],"other":[58,236],"generate":[60,151],"higher":[61],"amounts":[62],"However,":[65],"wake":[67],"effect":[68],"problem":[69,101],"arises":[70],"in":[71,94,208,239],"these":[72],"types":[73],"layouts,":[75],"hinders":[78],"from":[81],"producing":[82],"desired":[84],"yield.":[85],"A":[86],"modified":[87],"differential":[88],"evolution":[89],"(MDE)":[90],"algorithm":[91],"was":[92,143,186,217,255],"proposed":[93,120,149,259],"study":[96,221],"solve":[98,275],"placement":[100,213,247,254,279],"turbines,":[104],"employed":[106],"binary-real-coded":[108],"method":[109,121,207,216],"?":[110],"obtained":[111,234],"by":[112],"combining":[113],"binary":[114],"coding":[115],"real":[117],"coding.":[118],"The":[119,134,228,249],"contains":[122],"three":[123],"different":[124],"modifications:":[125],"generation":[126],"initial":[129,153],"population,":[130],"regeneration,":[131],"mutation.":[133],"effective":[135],"distribution":[136],"on":[141,188],"land":[142],"achieved":[144,256],"preliminary":[147],"operation":[148,185],"population.":[154],"In":[155],"addition,":[156],"MDE":[159,206,267],"method,":[160,260],"population":[161,173],"regeneration":[162],"elitism":[164],"were":[165,230],"carried":[166],"out":[167],"increase":[169],"diversity":[171],"preserve":[176],"success":[178],"method.":[181],"Finally,":[182],"mutation":[184],"performed":[187],"individuals":[190],"alternate":[192],"presence":[194],"or":[195],"absence":[196],"turbines.":[199],"To":[200],"investigate":[201],"performance":[203],"solving":[209],"turbine":[212,246,278],"problem,":[214],"applied":[218],"area":[222],"2":[224,226],"x":[225],"km.":[227],"results":[229,263],"compared":[231],"those":[233],"methods":[237],"published":[241],"literature":[242],"problem.":[248,280],"most":[250],"successful":[251,272],"productive":[253],"using":[257],"experimental":[262],"showed":[264],"that":[265],"an":[269],"efficient":[270],"tool":[273]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-04T06:14:18.571774","created_date":"2025-10-10T00:00:00"}