{"id":"https://openalex.org/W2343294774","doi":"https://doi.org/10.1109/tii.2016.2558181","title":"Development and Realization of Changepoint Analysis for the Detection of Emerging Faults on Industrial Systems","display_name":"Development and Realization of Changepoint Analysis for the Detection of Emerging Faults on Industrial Systems","publication_year":2016,"publication_date":"2016-04-25","ids":{"openalex":"https://openalex.org/W2343294774","doi":"https://doi.org/10.1109/tii.2016.2558181","mag":"2343294774"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2016.2558181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2016.2558181","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","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/A5017264973","display_name":"Sepehr Maleki","orcid":"https://orcid.org/0000-0001-6897-7385"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sepehr Maleki","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045647966","display_name":"Chris Bingham","orcid":"https://orcid.org/0000-0001-6684-7894"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Bingham","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100704724","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0001-5559-887X"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51532219"],"apc_list":null,"apc_paid":null,"fwci":3.1577,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.91781223,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"3","first_page":"1180","last_page":"1187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9969000220298767,"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":0.9969000220298767,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.7951000928878784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6803091168403625},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6075276136398315},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.5955260992050171},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5931792259216309},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5262274742126465},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5244941115379333},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5181647539138794},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5080182552337646},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44156646728515625},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4343598484992981},{"id":"https://openalex.org/keywords/statistical-power","display_name":"Statistical power","score":0.41075950860977173},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3743724822998047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3165774345397949},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2582085430622101},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1433119773864746},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.1121869683265686},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09393560886383057},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08612802624702454}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7951000928878784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6803091168403625},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6075276136398315},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.5955260992050171},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5931792259216309},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5262274742126465},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5244941115379333},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5181647539138794},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5080182552337646},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44156646728515625},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4343598484992981},{"id":"https://openalex.org/C96608239","wikidata":"https://www.wikidata.org/wiki/Q1199823","display_name":"Statistical power","level":2,"score":0.41075950860977173},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3743724822998047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3165774345397949},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2582085430622101},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1433119773864746},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.1121869683265686},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09393560886383057},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08612802624702454},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2016.2558181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2016.2558181","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lincoln.ac.uk:22991","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W323503293","https://openalex.org/W1027317166","https://openalex.org/W1546020435","https://openalex.org/W1969921488","https://openalex.org/W1976929558","https://openalex.org/W1985832257","https://openalex.org/W1987034518","https://openalex.org/W2013750849","https://openalex.org/W2032837898","https://openalex.org/W2037803129","https://openalex.org/W2041694722","https://openalex.org/W2115627867","https://openalex.org/W2139808481","https://openalex.org/W2146000945","https://openalex.org/W2156534916","https://openalex.org/W2214989014","https://openalex.org/W2752061190","https://openalex.org/W3103707579","https://openalex.org/W3211505270","https://openalex.org/W4247848308"],"related_works":["https://openalex.org/W1983393909","https://openalex.org/W2171996685","https://openalex.org/W3162625494","https://openalex.org/W3121346907","https://openalex.org/W2040150569","https://openalex.org/W4379535633","https://openalex.org/W4297999093","https://openalex.org/W2468095590","https://openalex.org/W2971420665","https://openalex.org/W2132174924"],"abstract_inverted_index":{"An":[0],"online":[1],"two-dimensional":[2],"changepoint":[3,53],"detection":[4,9,54,86,114],"algorithm":[5],"for":[6,21],"sensor-based":[7],"fault":[8,113],"is":[10,56,75,103],"proposed.":[11],"The":[12,98],"methodology":[13,74],"consists":[14],"of":[15,46,52,59,100,112,129],"a":[16,26,30,72,82],"differential":[17],"detector,":[18,32],"which":[19,33,62,77],"looks":[20],"characteristics":[22],"across":[23],"datasets":[24],"at":[25,94],"particular":[27],"instant,":[28],"and":[29,39,69,87,119],"standard":[31],"when":[34],"combined":[35],"can":[36],"identify":[37],"anomalies":[38],"meaningful":[40],"changepoints":[41],"while":[42],"maintaining":[43],"low":[44],"rates":[45],"false-alarm":[47,88],"generation.":[48],"A":[49],"key":[50],"aspect":[51],"methodologies":[55],"the":[57,79,95,101],"setting":[58],"relevant":[60],"thresholds,":[61],"are":[63,120],"typically":[64],"based":[65],"on":[66,115],"empirical":[67],"trial":[68],"error.":[70],"Here,":[71],"statistical":[73],"adopted,":[76],"provides":[78],"engineer":[80],"with":[81],"tradeoff":[83],"between":[84],"correct":[85],"rates,":[89],"thereby":[90],"informing":[91],"decision":[92],"making":[93],"design":[96],"stage.":[97],"efficacy":[99],"techniques":[102],"demonstrated":[104],"through":[105],"application":[106],"to":[107,122],"two":[108],"industry":[109],"case":[110],"studies":[111],"industrial":[116],"gas":[117],"turbines,":[118],"shown":[121],"readily":[123],"provide":[124],"an":[125],"early":[126],"warning":[127],"indicator":[128],"impending":[130],"failures.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
