{"id":"https://openalex.org/W4390659134","doi":"https://doi.org/10.1109/access.2024.3351171","title":"Fault Diagnosis of Ship Ballast Water System Based on Support Vector Machine Optimized by Improved Sparrow Search Algorithm","display_name":"Fault Diagnosis of Ship Ballast Water System Based on Support Vector Machine Optimized by Improved Sparrow Search Algorithm","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390659134","doi":"https://doi.org/10.1109/access.2024.3351171"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3351171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351171","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384388.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384388.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103041645","display_name":"M Wang","orcid":"https://orcid.org/0009-0007-7328-4648"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Manqi Wang","raw_affiliation_strings":["Marine Engineering College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0007-7328-4648","affiliations":[{"raw_affiliation_string":"Marine Engineering College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023124128","display_name":"Hui Cao","orcid":"https://orcid.org/0000-0001-8349-9094"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Cao","raw_affiliation_strings":["Marine Engineering College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-8349-9094","affiliations":[{"raw_affiliation_string":"Marine Engineering College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111194786","display_name":"Zeren Ai","orcid":"https://orcid.org/0009-0000-9613-0763"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeren Ai","raw_affiliation_strings":["Marine Engineering College, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Engineering College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100784844","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0002-1037-1361"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Marine Engineering College, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Engineering College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103041645"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.5554,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94939512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"17045","last_page":"17057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9850000143051147,"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/support-vector-machine","display_name":"Support vector machine","score":0.6243228316307068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6159687042236328},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.613369345664978},{"id":"https://openalex.org/keywords/sparrow","display_name":"Sparrow","score":0.5971367359161377},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5181968808174133},{"id":"https://openalex.org/keywords/ballast","display_name":"Ballast","score":0.5160179138183594},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.3244086503982544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2942131757736206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17180094122886658},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1478201150894165},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.11634144186973572}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6243228316307068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6159687042236328},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.613369345664978},{"id":"https://openalex.org/C2778825724","wikidata":"https://www.wikidata.org/wiki/Q243984","display_name":"Sparrow","level":2,"score":0.5971367359161377},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5181968808174133},{"id":"https://openalex.org/C125907379","wikidata":"https://www.wikidata.org/wiki/Q4851537","display_name":"Ballast","level":2,"score":0.5160179138183594},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3244086503982544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2942131757736206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17180094122886658},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1478201150894165},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.11634144186973572},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3351171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351171","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384388.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d702401873154ad5850ed2872a036d8f","is_oa":true,"landing_page_url":"https://doaj.org/article/d702401873154ad5850ed2872a036d8f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 17045-17057 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3351171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351171","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384388.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.41999998688697815,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390659134.pdf","grobid_xml":"https://content.openalex.org/works/W4390659134.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2039910896","https://openalex.org/W2057294075","https://openalex.org/W2061438946","https://openalex.org/W2096504223","https://openalex.org/W2156909104","https://openalex.org/W2290883490","https://openalex.org/W2727813793","https://openalex.org/W2768713623","https://openalex.org/W2769617650","https://openalex.org/W2780031717","https://openalex.org/W2885957734","https://openalex.org/W2963358003","https://openalex.org/W2998553334","https://openalex.org/W3007905479","https://openalex.org/W3015476536","https://openalex.org/W3094704314","https://openalex.org/W3157039972","https://openalex.org/W3157698638","https://openalex.org/W3168919457","https://openalex.org/W3196888215","https://openalex.org/W3210552897","https://openalex.org/W3212690266","https://openalex.org/W4206818797","https://openalex.org/W4211071604","https://openalex.org/W4220697044","https://openalex.org/W4220777614","https://openalex.org/W4223959329","https://openalex.org/W4281966168","https://openalex.org/W4283812068","https://openalex.org/W4292061178","https://openalex.org/W4293027896","https://openalex.org/W4306311499","https://openalex.org/W4312172660","https://openalex.org/W4313244597","https://openalex.org/W4322739152","https://openalex.org/W4360619519","https://openalex.org/W4383503517"],"related_works":["https://openalex.org/W615703558","https://openalex.org/W4401899792","https://openalex.org/W1568915530","https://openalex.org/W2509236690","https://openalex.org/W324132158","https://openalex.org/W615792946","https://openalex.org/W2245161148","https://openalex.org/W2480615668","https://openalex.org/W2979011600","https://openalex.org/W2030733347"],"abstract_inverted_index":{"The":[0,131],"key":[1],"to":[2,12,59,77,98,119],"reducing":[3],"operation":[4],"and":[5,8,16,36,82,104,116,124,154,214,220],"maintenance":[6],"costs":[7],"improving":[9],"reliability":[10],"is":[11,212],"evaluate":[13],"the":[14,27,38,61,71,84,88,91,106,110,126,167,172,177,180,185,195,207],"condition":[15],"fault":[17,45,66,187],"detection":[18],"methods":[19],"of":[20,29,40,63,128,179,203],"ship":[21,41,181],"ballast":[22,42,182],"water":[23,43,183],"systems.":[24],"To":[25],"reduce":[26],"impact":[28],"support":[30],"vector":[31],"machine":[32],"(SVM)":[33],"parameter":[34],"uncertainty":[35],"improve":[37,78,125],"accuracy":[39,202],"system":[44],"diagnosis":[46,188],"models,":[47,210],"this":[48,192],"paper":[49,193],"proposes":[50],"a":[51],"multi-strategy":[52],"collaborative":[53],"improved":[54],"sparrow":[55,138],"search":[56,129,139],"algorithm":[57,92,140,145,152,158],"(ISSA)":[58],"optimize":[60],"parameters":[62],"SVM":[64],"for":[65],"diagnosis.":[67],"First,":[68],"ISSA":[69,160],"initializes":[70],"population":[72,85],"using":[73],"tent":[74],"chaotic":[75,117],"maps":[76],"spatial":[79],"distribution":[80],"uniformity":[81],"stabilize":[83],"quality.":[86],"Second,":[87],"discoverer":[89],"in":[90,191],"adopts":[93],"an":[94,200],"adaptive":[95],"weighting":[96],"strategy":[97],"avoid":[99],"falling":[100],"into":[101],"local":[102,121],"optima":[103],"accelerate":[105],"convergence":[107,169],"speed.":[108],"Finally,":[109],"follower":[111],"position":[112],"introduces":[113],"mutation":[114],"strategies":[115],"perturbations":[118],"enhance":[120],"evolution":[122],"capabilities":[123],"utilization":[127],"areas.":[130],"experimental":[132],"results":[133],"show":[134],"that":[135],"compared":[136],"with":[137,199,206],"(SSA),":[141],"particle":[142],"swarm":[143],"optimization":[144,151,157],"(PSO),":[146],"Genetic":[147],"Algorithm":[148],"(GA),":[149],"whale":[150],"(WOA),":[153],"grey":[155],"wolf":[156],"(GWO),":[159],"can":[161],"obtain":[162],"better":[163],"optimal":[164],"solutions":[165],"at":[166],"fastest":[168],"rate":[170],"on":[171],"benchmark":[173],"test":[174],"function.":[175],"On":[176],"dataset":[178],"system,":[184],"ISSA-SVM":[186,211],"model":[189],"proposed":[190],"has":[194],"best":[196],"classification":[197],"performance,":[198],"average":[201],"97.44%.":[204],"Compared":[205],"other":[208],"two":[209],"7.55%":[213],"0.83%":[215],"higher":[216],"than":[217],"SVM\u2019s":[218],"89.89%":[219],"SSA-SVM\u2019s":[221],"96.61%.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
