{"id":"https://openalex.org/W1559127867","doi":"https://doi.org/10.1109/acc.2015.7170849","title":"Detecting and isolating plant-wide oscillations via slow feature analysis","display_name":"Detecting and isolating plant-wide oscillations via slow feature analysis","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1559127867","doi":"https://doi.org/10.1109/acc.2015.7170849","mag":"1559127867"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7170849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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/A5100580980","display_name":"Xinqing Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinqing Gao","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, P. R. China","[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029041038","display_name":"Chao Shang","orcid":"https://orcid.org/0000-0003-3905-4631"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Shang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, P. R. China","[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077651830","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-0254-9000"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, P. R. China","[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040580297","display_name":"Dexian Huang","orcid":"https://orcid.org/0009-0002-9598-602X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dexian Huang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, P. R. China","[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Tsinghua National Laboratory for Information Science and Technology (TNList) and Department of Automation, Tsinghua University, Beijing 100084, China]","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100580980"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.3366,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.62386934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"906","last_page":"911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.975600004196167,"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/oscillation","display_name":"Oscillation (cell signaling)","score":0.7402348518371582},{"id":"https://openalex.org/keywords/stiction","display_name":"Stiction","score":0.655876636505127},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6489570736885071},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6321885585784912},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6277840733528137},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5302619338035583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4634395241737366},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4537539482116699},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.4424162805080414},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4331437051296234},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.4165620803833008},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.27798107266426086},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.21099308133125305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16174623370170593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1590164303779602},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10390767455101013}],"concepts":[{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.7402348518371582},{"id":"https://openalex.org/C110339231","wikidata":"https://www.wikidata.org/wiki/Q2143425","display_name":"Stiction","level":3,"score":0.655876636505127},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6489570736885071},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6321885585784912},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6277840733528137},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5302619338035583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4634395241737366},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4537539482116699},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.4424162805080414},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4331437051296234},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4165620803833008},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.27798107266426086},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.21099308133125305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16174623370170593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1590164303779602},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10390767455101013},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7170849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1977814411","https://openalex.org/W1990058302","https://openalex.org/W2011097610","https://openalex.org/W2018469702","https://openalex.org/W2025134436","https://openalex.org/W2036630575","https://openalex.org/W2042206989","https://openalex.org/W2042235925","https://openalex.org/W2071189485","https://openalex.org/W2146444479","https://openalex.org/W2148553367","https://openalex.org/W2156141384","https://openalex.org/W2491772294"],"related_works":["https://openalex.org/W2344555939","https://openalex.org/W2625047220","https://openalex.org/W1969392085","https://openalex.org/W2328303680","https://openalex.org/W2064815992","https://openalex.org/W2947832509","https://openalex.org/W2104080258","https://openalex.org/W2522689825","https://openalex.org/W2106563819","https://openalex.org/W2941631937"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"at":[3,108,170],"detecting":[4],"and":[5,28,42,54,104,151,166],"isolating":[6],"multiple":[7],"sources":[8,80,107,142,169],"of":[9,50,77,184],"oscillations":[10,103,124,165],"in":[11,21,125],"control":[12,19,159],"loops":[13,20,160],"via":[14],"slow":[15,94],"feature":[16,95],"analysis.":[17],"The":[18],"the":[22,55,106,109,126,158,164,171,182,185],"process":[23,35,127,145],"industries":[24,128],"are":[25,52,153,161],"usually":[26],"coupled,":[27],"therefore":[29],"disturbances":[30,45,51],"can":[31,113],"propagate":[32],"to":[33,73,100,139,155,180],"downstream":[34],"variables":[36],"through":[37],"energy":[38],"or":[39,63],"material":[40],"flows":[41],"thus":[43],"plant-wide":[44,102],"arise.":[46],"A":[47,89,174],"significant":[48],"portion":[49],"oscillatory,":[53],"root":[56,84],"causes":[57],"may":[58],"be":[59],"poor":[60],"controller":[61],"design":[62],"equipment":[64],"faults":[65],"such":[66],"as":[67,93],"valve":[68],"stiction.":[69],"It":[70],"is":[71,87,98,134,178],"important":[72],"find":[74],"out":[75],"locations":[76],"these":[78],"oscillation":[79,141,168],"so":[81],"that":[82],"further":[83],"cause":[85],"diagnosis":[86],"possible.":[88],"new":[90],"technique":[91],"termed":[92],"analysis":[96],"(SFA)":[97],"applied":[99],"detect":[101],"isolate":[105,167],"loop":[110,172],"level.":[111,173],"SFA":[112,133],"recover":[114,140],"slowly":[115],"varying":[116],"source":[117],"signals":[118],"from":[119,143],"observed":[120,144],"data.":[121,146],"Since":[122],"most":[123],"have":[129],"low":[130],"oscillatory":[131],"frequencies,":[132],"a":[135],"very":[136],"powerful":[137],"tool":[138],"Two":[147],"projection-based":[148],"indices,":[149],"CCI":[150],"CSI,":[152],"derived":[154],"investigate":[156],"how":[157],"affected":[162],"by":[163],"simulation":[175],"case":[176],"study":[177],"presented":[179],"demonstrate":[181],"effectiveness":[183],"proposed":[186],"method.":[187]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
