{"id":"https://openalex.org/W4406416561","doi":"https://doi.org/10.1109/ic3i61595.2024.10828602","title":"Optimizing Wind Turbine Placement for Enhanced Energy Production Using Modified Genetic Algorithm","display_name":"Optimizing Wind Turbine Placement for Enhanced Energy Production Using Modified Genetic Algorithm","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406416561","doi":"https://doi.org/10.1109/ic3i61595.2024.10828602"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10828602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5111214491","display_name":"T. A. Sudarshan","orcid":null},"institutions":[{"id":"https://openalex.org/I2800071334","display_name":"Horizon College and Seminary","ror":"https://ror.org/01sjjfh02","country_code":"CA","type":"education","lineage":["https://openalex.org/I2800071334","https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ta Sudarshan","raw_affiliation_strings":["New Horizon College of Engineering,Department of Mechanical Engineering,Bangalore"],"affiliations":[{"raw_affiliation_string":"New Horizon College of Engineering,Department of Mechanical Engineering,Bangalore","institution_ids":["https://openalex.org/I2800071334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046886831","display_name":"Ch. Srinivasulu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ch. Srinivasulu","raw_affiliation_strings":["Institute of Aeronautical Engineering,Department of Computer Science and Engineering,Hyderabad,Telangana,50043"],"affiliations":[{"raw_affiliation_string":"Institute of Aeronautical Engineering,Department of Computer Science and Engineering,Hyderabad,Telangana,50043","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010119336","display_name":"H Pal Thethi","orcid":null},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H Pal Thethi","raw_affiliation_strings":["Lovely Professional University,Phagwara,India"],"affiliations":[{"raw_affiliation_string":"Lovely Professional University,Phagwara,India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088268538","display_name":"Vijay Bhutani","orcid":"https://orcid.org/0009-0005-8320-9540"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijay Bhutani","raw_affiliation_strings":["Amity University,Amity School of Engineering and Technology,Greater Noida,Uttar Pradesh,India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity School of Engineering and Technology,Greater Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001354397","display_name":"P. Subhashini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Subhashini","raw_affiliation_strings":["MLR Institute of Technology,Department of Computer Science and Engineering,Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"MLR Institute of Technology,Department of Computer Science and Engineering,Hyderabad,Telangana,India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077600354","display_name":"G. P. Ramesh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G Ramesh","raw_affiliation_strings":["GRIET Bachupally,Department of Computer Science and Engineering,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"GRIET Bachupally,Department of Computer Science and Engineering,Hyderabad,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5111214491"],"corresponding_institution_ids":["https://openalex.org/I2800071334"],"apc_list":null,"apc_paid":null,"fwci":0.7561,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81823626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"638","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10680","display_name":"Wind Energy Research and Development","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9950000047683716,"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/T10740","display_name":"Wind Turbine Control Systems","score":0.9941999912261963,"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/wind-power","display_name":"Wind power","score":0.663547158241272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.62017422914505},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5982087850570679},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.5505849123001099},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.543891429901123},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4491071105003357},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41917678713798523},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32486364245414734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1958838403224945},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15916454792022705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1291956901550293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12431293725967407},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12099239230155945}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.663547158241272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.62017422914505},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5982087850570679},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5505849123001099},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.543891429901123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4491071105003357},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41917678713798523},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32486364245414734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1958838403224945},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15916454792022705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1291956901550293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12431293725967407},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12099239230155945},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10828602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1505829481","https://openalex.org/W1977548553","https://openalex.org/W2021670140","https://openalex.org/W2024133449","https://openalex.org/W2065593596","https://openalex.org/W2078930646","https://openalex.org/W2313654947","https://openalex.org/W2500423546","https://openalex.org/W2615135581","https://openalex.org/W2617616826","https://openalex.org/W2749850822","https://openalex.org/W2790805214","https://openalex.org/W2795499142","https://openalex.org/W2883287528","https://openalex.org/W2886169308","https://openalex.org/W2901022663","https://openalex.org/W2935358551","https://openalex.org/W2953808312","https://openalex.org/W2958831570","https://openalex.org/W3006667311","https://openalex.org/W3042703593","https://openalex.org/W3043438787","https://openalex.org/W3087244275","https://openalex.org/W3095014258","https://openalex.org/W3096199632","https://openalex.org/W3117186839","https://openalex.org/W3119975840","https://openalex.org/W3136354122","https://openalex.org/W3140359380","https://openalex.org/W3161048667","https://openalex.org/W3175474485","https://openalex.org/W3182194723","https://openalex.org/W3208058299","https://openalex.org/W4214527169","https://openalex.org/W4220874714","https://openalex.org/W4291316313","https://openalex.org/W4297988830","https://openalex.org/W4393008637","https://openalex.org/W7029199191"],"related_works":["https://openalex.org/W2557657611","https://openalex.org/W3214712242","https://openalex.org/W2542556245","https://openalex.org/W3204461065","https://openalex.org/W1965417009","https://openalex.org/W2018320994","https://openalex.org/W2460685830","https://openalex.org/W2738547440","https://openalex.org/W3033558281","https://openalex.org/W2741863531"],"abstract_inverted_index":{"The":[0,78,117],"optimal":[1],"site":[2],"of":[3,22,40,80,114],"wind":[4,41,45],"farms":[5],"is":[6,42],"determined":[7],"using":[8],"an":[9],"updated":[10],"genetic":[11,123],"algorithm":[12,124],"approach,":[13],"which":[14],"maximizes":[15],"output":[16,106],"capacity":[17],"while":[18,52],"reducing":[19],"the":[20,26,53,60,115,121,131],"amount":[21],"turbines":[23],"built":[24],"and":[25,72,108],"area":[27],"used":[28],"by":[29],"each":[30],"farm.":[31],"In":[32,59],"particular,":[33],"two":[34,55],"examples":[35],"are":[36,56,111],"examined:":[37],"One":[38],"kind":[39],"a":[43],"homogeneous":[44],"that":[46,120],"blows":[47],"in":[48],"just":[49],"one":[50],"direction,":[51],"other":[54],"also":[57],"possible.":[58],"first":[61,67],"scenario":[62],"(a),":[63],"599":[64],"individuals":[65,94],"were":[66],"split":[68],"into":[69],"25":[70],"subpopulations":[71],"then":[73],"evolved":[74],"three":[75,86],"thousand":[76,87],"times.":[77],"evolution":[79],"case":[81],"(b)":[82],"takes":[83],"place":[84],"over":[85,96],"generations,":[88],"beginning":[89],"with":[90],"$\\mathbf{6":[91],"0":[92],"0}$":[93],"distributed":[95],"19":[97],"subpopulations.":[98],"Every":[99],"design\u2019s":[100],"fitness,":[101],"overall":[102],"power":[103,105],"generation,":[104],"efficiency,":[107],"ideal":[109],"configurations":[110],"all":[112],"part":[113],"findings.":[116],"results":[118,128],"show":[119],"modified":[122],"provides":[125],"much":[126],"better":[127],"compared":[129],"to":[130],"conventional":[132],"Genetic":[133],"Algorithm":[134],"method.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
