{"id":"https://openalex.org/W4393208103","doi":"https://doi.org/10.1145/3640115.3640238","title":"Simulation of Optimization Model of Power Professional Knowledge Retrieval Based on Improved Genetic Algorithm","display_name":"Simulation of Optimization Model of Power Professional Knowledge Retrieval Based on Improved Genetic Algorithm","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4393208103","doi":"https://doi.org/10.1145/3640115.3640238"},"language":"en","primary_location":{"id":"doi:10.1145/3640115.3640238","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640115.3640238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technologies and Electrical Engineering","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/A5101989722","display_name":"Shuaihui Ren","orcid":"https://orcid.org/0009-0008-2025-9796"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuaihui Ren","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rHuazhong University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rHuazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020809882","display_name":"J. Liang","orcid":"https://orcid.org/0009-0003-8427-9124"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyun Liang","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103203644","display_name":"Hui Lu","orcid":"https://orcid.org/0009-0008-0278-6525"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lu","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeijing University of Posts and Telecommunications, China","Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I139759216"]},{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019660564","display_name":"Jiayan Wang","orcid":"https://orcid.org/0009-0008-6598-342X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayan Wang","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSun Yat-sen University, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102713480","display_name":"Heng Wu","orcid":"https://orcid.org/0009-0005-8465-6203"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Wu","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006333575","display_name":"Hongzhi Lu","orcid":"https://orcid.org/0009-0001-8245-4860"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhi Lu","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeijing University of Posts and Telecommunications, China","Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I139759216"]},{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rSouth China University of Technology, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102823845","display_name":"Yude Bao","orcid":"https://orcid.org/0009-0008-4069-2343"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Yude Bao","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rThe Hong Kong Polytechnic University, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rThe Hong Kong Polytechnic University, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026551480","display_name":"Huan Chen","orcid":"https://orcid.org/0009-0007-7597-022X"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Chen","raw_affiliation_strings":["Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeihang University, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Power Supply Bureau of Guangdong Power Grid Co., Ltd, China and \rBeihang University, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101989722"],"corresponding_institution_ids":["https://openalex.org/I74872605"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37868146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"747","last_page":"753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7248934507369995},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6185066103935242},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46227484941482544},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3984066843986511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34934544563293457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2389075756072998}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248934507369995},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6185066103935242},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46227484941482544},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3984066843986511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34934544563293457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2389075756072998},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640115.3640238","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640115.3640238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technologies and Electrical Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"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":12,"referenced_works":["https://openalex.org/W1539587635","https://openalex.org/W1967193210","https://openalex.org/W2020632978","https://openalex.org/W2029149742","https://openalex.org/W2031468273","https://openalex.org/W2073051407","https://openalex.org/W2093917943","https://openalex.org/W2097742402","https://openalex.org/W2120419289","https://openalex.org/W2241046857","https://openalex.org/W2312823248","https://openalex.org/W4237456248"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":{"The":[0,127,162],"traditional":[1,155,187],"retrieval":[2,43,61,160,166],"method":[3],"based":[4,62,168,185],"on":[5,63,169,186],"standard":[6],"bibliographic":[7],"database":[8],"has":[9],"limited":[10],"the":[11,28,41,69,81,88,94,98,100,107,113,120,125,132,137,145,154,174,177,199,202,210],"effective":[12],"use":[13],"of":[14,21,30,34,46,56,71,90,97,104,115,122,139,153,176,204,213],"technical":[15,22,190],"standards,":[16],"resulting":[17],"in":[18,106,124,198],"low":[19],"utilization":[20],"standards.":[23],"In":[24,68,93],"order":[25],"to":[26,111],"build":[27],"application":[29],"intelligent":[31],"knowledge":[32,42,60,75,142,159,165],"management":[33,211],"electric":[35,57,72],"power":[36,58,73,140,157,163,195,205],"professional":[37,59,74,141,158,164],"technology":[38],"and":[39,44,80,118,144,208],"realize":[40],"query":[45],"docking":[47],"units,":[48],"this":[49],"paper":[50],"puts":[51],"forward":[52],"an":[53],"optimization":[54],"model":[55,167],"improved":[64,133,170],"GA":[65,77,134,171],"(Genetic":[66],"Algorithm).":[67],"process":[70],"retrieval,":[76,143],"is":[78,85,109,148,180],"introduced,":[79],"next":[82],"search":[83],"page":[84],"selected":[86],"with":[87],"help":[89],"genetic":[91],"operators.":[92],"early":[95],"stage":[96],"algorithm,":[99],"fitness":[101],"function":[102],"value":[103],"individuals":[105,117,123],"population":[108],"reduced":[110],"avoid":[112],"generation":[114],"super":[116],"ensure":[119],"diversity":[121],"population.":[126],"simulation":[128],"results":[129],"show":[130],"that":[131,152,184],"can":[135,172],"improve":[136,173,201],"efficiency":[138],"time":[146],"consumption":[147],"45ms":[149],"less":[150],"than":[151,183],"GA-based":[156],"model.":[161],"accuracy":[175],"search,":[178],"which":[179],"17.309%":[181],"higher":[182],"GA.":[188],"Provide":[189],"support":[191],"for":[192],"preventing":[193],"such":[194],"grid":[196,206],"accidents":[197],"future,":[200],"stability":[203],"operation":[207],"enhance":[209],"level":[212],"business":[214],"personnel.":[215]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}