{"id":"https://openalex.org/W2797023888","doi":"https://doi.org/10.1109/access.2018.2812207","title":"A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique","display_name":"A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2797023888","doi":"https://doi.org/10.1109/access.2018.2812207","mag":"2797023888"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2812207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2812207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08306878.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/ielx7/6287639/8274985/08306878.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101850839","display_name":"Jing Zhou","orcid":"https://orcid.org/0000-0003-3078-9535"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhou","raw_affiliation_strings":["State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771505","display_name":"Ying Yang","orcid":"https://orcid.org/0000-0001-6327-631X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Yang","raw_affiliation_strings":["State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Turbulence and Complex Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046071840","display_name":"Steven X. Ding","orcid":"https://orcid.org/0000-0002-5149-5918"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven X. Ding","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341721","display_name":"Yanyang Zi","orcid":"https://orcid.org/0000-0003-0714-6670"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyang Zi","raw_affiliation_strings":["State Key Laboratory for Manufacturing and Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing and Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082990287","display_name":"Muheng Wei","orcid":"https://orcid.org/0000-0003-1723-2839"},"institutions":[{"id":"https://openalex.org/I4210113342","display_name":"Systems Engineering Society of China","ror":"https://ror.org/024pse488","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113342"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muheng Wei","raw_affiliation_strings":["Oceanic Intelligent Technology Innovation Center, CSSC Systems Engineering Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Oceanic Intelligent Technology Innovation Center, CSSC Systems Engineering Research Institute, Beijing, China","institution_ids":["https://openalex.org/I4210113342"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101850839"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.9283,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.940563,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"16207","last_page":"16215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9890000224113464,"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/T11357","display_name":"Risk and Safety Analysis","score":0.9697999954223633,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.8710126876831055},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7597248554229736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7132313251495361},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6140938997268677},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5843165516853333},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5092297792434692},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.4966002106666565},{"id":"https://openalex.org/keywords/propulsion","display_name":"Propulsion","score":0.47330060601234436},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46066537499427795},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4360814094543457},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4253143072128296},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.42394310235977173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3823416531085968},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36986637115478516},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2180282473564148},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18209081888198853}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.8710126876831055},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7597248554229736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132313251495361},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6140938997268677},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5843165516853333},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5092297792434692},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.4966002106666565},{"id":"https://openalex.org/C1034443","wikidata":"https://www.wikidata.org/wiki/Q2583685","display_name":"Propulsion","level":2,"score":0.47330060601234436},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46066537499427795},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4360814094543457},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4253143072128296},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.42394310235977173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3823416531085968},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36986637115478516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2180282473564148},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18209081888198853},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2812207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2812207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08306878.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:f1dda25e93fe411c859ab087967d79f6","is_oa":true,"landing_page_url":"https://doaj.org/article/f1dda25e93fe411c859ab087967d79f6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 6, Pp 16207-16215 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2812207","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2812207","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08306878.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":[],"awards":[{"id":"https://openalex.org/G2248235623","display_name":null,"funder_award_id":"61473004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5346287954","display_name":null,"funder_award_id":"61633001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7222494787","display_name":null,"funder_award_id":"U1713223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2797023888.pdf","grobid_xml":"https://content.openalex.org/works/W2797023888.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W5182282","https://openalex.org/W103258600","https://openalex.org/W108857541","https://openalex.org/W267962314","https://openalex.org/W1582368210","https://openalex.org/W1937731213","https://openalex.org/W1963802829","https://openalex.org/W1980303241","https://openalex.org/W1995060019","https://openalex.org/W2006825483","https://openalex.org/W2039488112","https://openalex.org/W2085944755","https://openalex.org/W2090854192","https://openalex.org/W2093773675","https://openalex.org/W2118209906","https://openalex.org/W2130071187","https://openalex.org/W2134490011","https://openalex.org/W2137854933","https://openalex.org/W2156909104","https://openalex.org/W2158698691","https://openalex.org/W2158958729","https://openalex.org/W2164641162","https://openalex.org/W2166399999","https://openalex.org/W2166674795","https://openalex.org/W2168029744","https://openalex.org/W2293850855","https://openalex.org/W2343523717","https://openalex.org/W2494112937","https://openalex.org/W2520169384","https://openalex.org/W2522467422","https://openalex.org/W2567271240","https://openalex.org/W2591994479","https://openalex.org/W2604735081","https://openalex.org/W2614556125","https://openalex.org/W2763619424","https://openalex.org/W2766497017","https://openalex.org/W2766777835","https://openalex.org/W3101749733","https://openalex.org/W4235292672","https://openalex.org/W6604244456","https://openalex.org/W6609995792","https://openalex.org/W6683984541"],"related_works":["https://openalex.org/W2378383478","https://openalex.org/W2724311592","https://openalex.org/W2736986302","https://openalex.org/W1983393909","https://openalex.org/W2774527540","https://openalex.org/W2040150569","https://openalex.org/W2468095590","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972"],"abstract_inverted_index":{"Both":[0],"the":[1,24,33,49,53,71,78,92,120,124,129,132],"model-based":[2,72],"and":[3,12,73,99,115],"data-driven":[4,74],"techniques":[5],"for":[6,58,87,112],"fault":[7,15,59,79,88,100,113],"detection":[8,16,80,89,101,114],"have":[9],"their":[10],"merits":[11],"drawbacks.":[13],"The":[14,82],"systems":[17,27],"are":[18,46],"usually":[19],"laid":[20],"out":[21],"separately":[22],"with":[23],"health":[25,116],"monitoring":[26,117],"in":[28],"practice.":[29],"In":[30,103],"this":[31,105],"paper,":[32],"well-established":[34],"observer-based":[35],"residual":[36],"generator":[37],"is":[38,85],"formulated":[39],"to":[40,69,76,90],"construct":[41],"multiple":[42],"evaluation":[43],"functions":[44],"which":[45],"employed":[47],"as":[48,65],"classification":[50],"features":[51],"of":[52,131],"support":[54],"vector":[55],"machine":[56],"(SVM)":[57],"detection.":[60],"It":[61],"can":[62],"be":[63],"regarded":[64],"a":[66,109],"tentative":[67],"approach":[68],"combine":[70],"methods":[75],"enhance":[77],"performance.":[81],"standard":[83],"SVM":[84],"modified":[86],"achieve":[91],"quantitative":[93],"tradeoff":[94],"between":[95],"false":[96],"alarm":[97],"rate":[98],"rate.":[102],"Addition,":[104],"paper":[106],"also":[107],"provides":[108],"unified":[110],"framework":[111],"based":[118],"on":[119,123],"SVM.":[121],"Simulations":[122],"ship":[125],"propulsion":[126],"system":[127],"show":[128],"effectiveness":[130],"proposed":[133],"method.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}