{"id":"https://openalex.org/W2919343860","doi":"https://doi.org/10.1109/globalsip.2018.8646526","title":"ONE-CLASS CLASSIFIER BASED FAULT DETECTION IN DISTRIBUTION SYSTEMS WITH DISTRIBUTED ENERGY RESOURCES","display_name":"ONE-CLASS CLASSIFIER BASED FAULT DETECTION IN DISTRIBUTION SYSTEMS WITH DISTRIBUTED ENERGY RESOURCES","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2919343860","doi":"https://doi.org/10.1109/globalsip.2018.8646526","mag":"2919343860"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2018.8646526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2018.8646526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5074292578","display_name":"Zhidi Lin","orcid":"https://orcid.org/0000-0002-6673-511X"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhidi Lin","raw_affiliation_strings":["Shenzhen Research Institute of Big Data (SRIBD), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data (SRIBD), Shenzhen, China","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010280240","display_name":"Dongliang Duan","orcid":"https://orcid.org/0000-0003-1015-2481"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongliang Duan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703893","display_name":"Qi Yang","orcid":"https://orcid.org/0000-0001-8084-6206"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Yang","raw_affiliation_strings":["School of Information Science and Engineering, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068110218","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0002-5943-0326"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Cheng","raw_affiliation_strings":["Shenzhen Research Institute of Big Data (SRIBD), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data (SRIBD), Shenzhen, China","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089217677","display_name":"Liuqing Yang","orcid":"https://orcid.org/0009-0003-1239-5804"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liuqing Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, CO, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, CO, United States","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Davis, CA, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Davis, CA, United States","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074292578"],"corresponding_institution_ids":["https://openalex.org/I4210099586"],"apc_list":null,"apc_paid":null,"fwci":0.7482,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74513567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"932","last_page":"936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9987000226974487,"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/T10972","display_name":"Power Systems Fault Detection","score":0.9987000226974487,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9914000034332275,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/distributed-generation","display_name":"Distributed generation","score":0.6913628578186035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6837870478630066},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.664988100528717},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.624996542930603},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5739220976829529},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5149808526039124},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4875563979148865},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4311114251613617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37887802720069885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28659453988075256},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21068209409713745},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.20899394154548645},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1536695659160614}],"concepts":[{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.6913628578186035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837870478630066},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.664988100528717},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.624996542930603},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5739220976829529},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5149808526039124},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4875563979148865},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4311114251613617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37887802720069885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28659453988075256},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21068209409713745},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.20899394154548645},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1536695659160614},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globalsip.2018.8646526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2018.8646526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-158476","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-158476","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1495180973","https://openalex.org/W1636292238","https://openalex.org/W1667311677","https://openalex.org/W1754663873","https://openalex.org/W1970088130","https://openalex.org/W2083003257","https://openalex.org/W2104297248","https://openalex.org/W2109943925","https://openalex.org/W2133609801","https://openalex.org/W2142047467","https://openalex.org/W2153635508","https://openalex.org/W2163405838","https://openalex.org/W2165076581","https://openalex.org/W2530748540","https://openalex.org/W2789857439","https://openalex.org/W2791866886","https://openalex.org/W3104422614","https://openalex.org/W4236451413","https://openalex.org/W4285719527","https://openalex.org/W6637848757"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1980100242"],"abstract_inverted_index":{"The":[0,93],"integration":[1],"of":[2],"distributed":[3],"energy":[4],"resources":[5],"(DERs)":[6],"into":[7],"distribution":[8,89],"systems":[9,45],"greatly":[10],"increases":[11],"the":[12,37,61,67,76,99,117],"system":[13,31,90],"complexity":[14,39],"and":[15,28,40,104,119],"introduces":[16],"two-way":[17],"power":[18,41],"flows.":[19],"Conventional":[20],"protection":[21,57,127],"schemes":[22],"are":[23],"based":[24],"upon":[25],"local":[26],"measurements":[27],"simple":[29],"linear":[30],"models,":[32],"thus":[33],"they":[34],"cannot":[35],"handle":[36],"new":[38],"flow":[42],"patterns":[43],"in":[44,123],"with":[46,125],"high":[47],"DERs":[48,122],"penetration.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53,74],"propose":[54],"a":[55,83],"data-driven":[56],"framework":[58],"to":[59],"address":[60],"challenges":[62],"induced":[63],"by":[64],"DERs.":[65],"Considering":[66],"limited":[68],"available":[69],"data":[70,79],"under":[71,98],"fault":[72,91,112],"conditions,":[73],"adopt":[75],"support":[77],"vector":[78],"description":[80],"(SVDD)":[81],"method,":[82],"commonly":[84],"used":[85],"one-class":[86],"classifier,":[87],"for":[88],"detection.":[92],"proposed":[94,110],"method":[95,114],"is":[96],"tested":[97],"IEEE":[100],"123-node":[101],"test":[102],"feeder":[103],"simulation":[105],"results":[106],"show":[107],"that":[108],"our":[109],"SVDD-based":[111],"detection":[113],"significantly":[115],"improves":[116],"robustness":[118],"resilience":[120],"against":[121],"comparison":[124],"conventional":[126],"systems.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
