{"id":"https://openalex.org/W4391131127","doi":"https://doi.org/10.3233/jifs-235091","title":"Data-driven allocation of smart grid-connected system based on ant colony optimization algorithm","display_name":"Data-driven allocation of smart grid-connected system based on ant colony optimization algorithm","publication_year":2024,"publication_date":"2024-01-23","ids":{"openalex":"https://openalex.org/W4391131127","doi":"https://doi.org/10.3233/jifs-235091"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-235091","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-235091","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5047069508","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-9381-6874"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]},{"id":"https://openalex.org/I4210124427","display_name":"City College of Dongguan University of Technology","ror":"https://ror.org/02vdh2x09","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029","https://openalex.org/I4210124427"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Dongguan City University, Dongguan, Guangdong, China","Universiti Utara Malaysia, Sintok, Kedah, Malaysia"],"affiliations":[{"raw_affiliation_string":"Dongguan City University, Dongguan, Guangdong, China","institution_ids":["https://openalex.org/I4210124427"]},{"raw_affiliation_string":"Universiti Utara Malaysia, Sintok, Kedah, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047069508"],"corresponding_institution_ids":["https://openalex.org/I4210124427","https://openalex.org/I94625822"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00446701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":"3","first_page":"6795","last_page":"6805"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9987000226974487,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9987000226974487,"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/T11478","display_name":"Caching and Content Delivery","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.8149058818817139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7711665034294128},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.474372923374176},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4579616189002991},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23841112852096558},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08200475573539734},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07463771104812622},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.03849059343338013}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8149058818817139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7711665034294128},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.474372923374176},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4579616189002991},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23841112852096558},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08200475573539734},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07463771104812622},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.03849059343338013},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-235091","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-235091","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2936437926","https://openalex.org/W2974182698","https://openalex.org/W3023741098","https://openalex.org/W3096164146","https://openalex.org/W3138237914","https://openalex.org/W3158487556","https://openalex.org/W3204372534","https://openalex.org/W3208009115","https://openalex.org/W3216979551","https://openalex.org/W4206027086","https://openalex.org/W4224292069","https://openalex.org/W4225784709","https://openalex.org/W4226192258","https://openalex.org/W4283830356","https://openalex.org/W4284694767"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2182624400","https://openalex.org/W2365800168","https://openalex.org/W2767428579","https://openalex.org/W2390279801","https://openalex.org/W1992807692","https://openalex.org/W2358668433","https://openalex.org/W2078492738","https://openalex.org/W3014549013","https://openalex.org/W2366876790"],"abstract_inverted_index":{"In":[0,38],"the":[1,41,63,81,90,106,111,118,131,159],"era":[2],"of":[3,25,94,113],"advanced":[4],"technology,":[5],"integrating":[6],"and":[7,33,53,109,150,167],"distributing":[8],"data":[9,36,103,146,151],"are":[10],"crucial":[11],"in":[12,30,56,67,141,172],"smart":[13,68,122,173],"grid-connected":[14,69,123,142,174],"systems.":[15,124,175],"However,":[16],"as":[17,105],"energy":[18],"loads":[19],"continue":[20],"to":[21,116,138],"increase,":[22],"practical":[23],"implementation":[24],"these":[26],"systems":[27,52],"faces":[28],"challenges":[29],"resource":[31,114,170],"allocation":[32,115,171],"lacks":[34],"efficient":[35],"collaboration.":[37],"this":[39],"study,":[40],"ant":[42,76,134,161],"colony":[43,77,135,162],"optimization":[44,78],"algorithm":[45,79,88,136,163],"is":[46,164],"further":[47],"investigated":[48],"for":[49,121,169],"stochastic":[50],"crossover":[51],"cluster":[54],"nodes":[55],"intelligent":[57,75],"path":[58],"planning":[59],"management.":[60],"To":[61],"improve":[62],"pheromone":[64,91,107,144],"setting":[65],"method":[66],"systems,":[70,143],"we":[71,128],"propose":[72],"an":[73],"adaptive":[74,100,133],"called":[80],"Group":[82],"Allocation":[83],"Optimization":[84],"Algorithm":[85],"(GAOA).":[86],"This":[87],"expands":[89],"transmission":[92],"rate":[93],"network":[95],"nodes,":[96],"establishes":[97],"a":[98],"multi-constrained":[99],"model":[101],"with":[102],"mining":[104],"target,":[108],"analyzes":[110],"accuracy":[112],"import":[117],"optimal":[119],"scheme":[120],"Through":[125],"experimental":[126],"results,":[127],"demonstrate":[129],"that":[130,158],"optimized":[132,160],"leads":[137],"effective":[139,168],"improvements":[140],"evaluation,":[145],"throughput,":[147],"convergence":[148],"speed,":[149],"load":[152],"distribution.":[153],"These":[154],"findings":[155],"provide":[156],"evidence":[157],"both":[165],"feasible":[166]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}