{"id":"https://openalex.org/W2998848270","doi":"https://doi.org/10.1109/icmlc48188.2019.8949210","title":"Application of Ant Colony System to Optimal Thermal Unit Commitment","display_name":"Application of Ant Colony System to Optimal Thermal Unit Commitment","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2998848270","doi":"https://doi.org/10.1109/icmlc48188.2019.8949210","mag":"2998848270"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc48188.2019.8949210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078525375","display_name":"Chao-Rong Chen","orcid":"https://orcid.org/0000-0003-1426-9513"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Rong Chen","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044827677","display_name":"Chien-Nan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Nan Chen","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.328,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62891264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9843999743461609,"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/T10424","display_name":"Electric Power System Optimization","score":0.9782999753952026,"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6752645969390869},{"id":"https://openalex.org/keywords/power-system-simulation","display_name":"Power system simulation","score":0.558221161365509},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.5413075089454651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5233221054077148},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.4841509461402893},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.42986077070236206},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38862913846969604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19652560353279114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15298676490783691},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13098672032356262},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.10105890035629272},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.058095306158065796}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6752645969390869},{"id":"https://openalex.org/C116219307","wikidata":"https://www.wikidata.org/wiki/Q7236625","display_name":"Power system simulation","level":4,"score":0.558221161365509},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.5413075089454651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5233221054077148},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.4841509461402893},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.42986077070236206},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38862913846969604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19652560353279114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15298676490783691},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13098672032356262},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.10105890035629272},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.058095306158065796},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc48188.2019.8949210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1981351191","https://openalex.org/W2010940936","https://openalex.org/W2025020666","https://openalex.org/W2097888375","https://openalex.org/W2098049656","https://openalex.org/W2107941094","https://openalex.org/W2114230042","https://openalex.org/W2144744507","https://openalex.org/W2147830786","https://openalex.org/W2154929945","https://openalex.org/W2155198361","https://openalex.org/W2164267739","https://openalex.org/W4297900749"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W4399062323","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2998361245"],"abstract_inverted_index":{"This":[0],"study":[1],"conducted":[2],"optimal":[3,62,82],"thermal":[4,19],"unit":[5,66],"commitment":[6],"(UC)":[7],"of":[8,30,64],"power":[9,28,88],"systems":[10],"by":[11,55],"using":[12,92],"an":[13],"ant":[14],"colony":[15],"system":[16,89],"(ACS).":[17],"Optimal":[18],"UC":[20],"involves":[21],"scheduling":[22],"the":[23,38,49,61,75,81,93],"on/off":[24],"status":[25],"and":[26,36,60],"real":[27],"outputs":[29],"generating":[31],"units":[32],"at":[33],"each":[34,65],"hour":[35],"minimizing":[37],"system\u201ds":[39,50],"daily":[40],"total":[41],"production":[42],"cost":[43],"while":[44],"satisfying":[45],"all":[46],"constraints.":[47],"First,":[48],"loss":[51,59],"coefficients":[52],"were":[53,67],"obtained":[54],"considering":[56],"transmission":[57],"line":[58],"amounts":[63],"identified":[68],"through":[69],"economic":[70],"dispatch":[71],"with":[72],"losses;":[73],"furthermore.,":[74],"ACS":[76],"was":[77,90],"applied":[78],"to":[79],"acquire":[80],"generation":[83],"schedule.":[84],"An":[85],"IEEE":[86],"30-bus":[87],"simulated":[91],"ACS,":[94],"which":[95],"yielded":[96],"excellent":[97],"results.":[98]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
