{"id":"https://openalex.org/W2185200826","doi":"https://doi.org/10.1109/icmlc.2015.7340658","title":"Improved genetic algorithm and its application in power dispatch of wind turbines","display_name":"Improved genetic algorithm and its application in power dispatch of wind turbines","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2185200826","doi":"https://doi.org/10.1109/icmlc.2015.7340658","mag":"2185200826"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2015.7340658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2015.7340658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5038695738","display_name":"Guohuang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guo-Huang Li","raw_affiliation_strings":["Department of Mathematics & Physics, North China Electric Power University (Baoding), Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Physics, North China Electric Power University (Baoding), Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734891","display_name":"Guoli Zhang","orcid":"https://orcid.org/0000-0002-9611-1463"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Li Zhang","raw_affiliation_strings":["Department of Mathematics & Physics, North China Electric Power University (Baoding), Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Physics, North China Electric Power University (Baoding), Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017097692","display_name":"Le-Feng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le-Feng Zhang","raw_affiliation_strings":["State Grid Information & Telecommunication Branch, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Branch, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038695738"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":null,"apc_paid":null,"fwci":0.5919,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72823593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":null,"first_page":"815","last_page":"819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14276","display_name":"Power Systems and Technologies","score":0.9580000042915344,"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/T14276","display_name":"Power Systems and Technologies","score":0.9580000042915344,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9538000226020813,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.8741454482078552},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7183248996734619},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6785154342651367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6174529194831848},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5923847556114197},{"id":"https://openalex.org/keywords/simplex","display_name":"Simplex","score":0.5498615503311157},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.546475350856781},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.5409743189811707},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.44739851355552673},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.4144763946533203},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41164571046829224},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3511887192726135},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3443698287010193},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.23298126459121704},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21916839480400085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.207984060049057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1107310950756073}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8741454482078552},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7183248996734619},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6785154342651367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6174529194831848},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5923847556114197},{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.5498615503311157},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.546475350856781},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.5409743189811707},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.44739851355552673},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.4144763946533203},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41164571046829224},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3511887192726135},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3443698287010193},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.23298126459121704},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21916839480400085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.207984060049057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1107310950756073},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2015.7340658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2015.7340658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2065587995","https://openalex.org/W2381538630"],"related_works":["https://openalex.org/W2185826091","https://openalex.org/W2048470382","https://openalex.org/W4388248951","https://openalex.org/W2477407501","https://openalex.org/W2384679317","https://openalex.org/W2911215968","https://openalex.org/W1570109187","https://openalex.org/W1583787753","https://openalex.org/W2491692165","https://openalex.org/W2366013513"],"abstract_inverted_index":{"The":[0],"local":[1],"search":[2],"capability":[3],"of":[4,49],"classical":[5],"genetic":[6,31,67,81],"algorithm":[7,32,82],"is":[8,36,53],"weak,":[9],"and":[10,23,28,44,55,76],"hardly":[11],"deals":[12],"with":[13,33],"constraints.":[14],"To":[15],"solve":[16],"these":[17],"problems,":[18],"the":[19,79],"adaptive":[20],"crossover":[21],"probability":[22,25],"mutation":[24],"are":[26],"developed,":[27],"a":[29,56,84],"new":[30],"quasi-simplex":[34],"technique":[35],"proposed":[37],"in":[38],"this":[39],"paper.":[40],"An":[41],"active":[42],"power":[43,46],"reactive":[45],"dispatch":[47],"model":[48],"wind":[50],"farm":[51],"turbine":[52],"established,":[54],"better":[57],"scheduling":[58,70],"scheme":[59,71],"can":[60],"be":[61],"worked":[62],"out":[63],"by":[64],"using":[65],"improved":[66,80],"algorithm.":[68],"This":[69],"obtains":[72],"less":[73],"copper":[74],"loss":[75],"shows":[77],"that":[78],"has":[83],"good":[85],"application":[86],"value.":[87]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
