{"id":"https://openalex.org/W2413054592","doi":"https://doi.org/10.1109/icit.2016.7474879","title":"A PLS based locally weighted project regression approach for fault diagnose of nonlinear process","display_name":"A PLS based locally weighted project regression approach for fault diagnose of nonlinear process","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2413054592","doi":"https://doi.org/10.1109/icit.2016.7474879","mag":"2413054592"},"language":"en","primary_location":{"id":"doi:10.1109/icit.2016.7474879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2016.7474879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Industrial Technology (ICIT)","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/A5103118342","display_name":"Tianyi Gao","orcid":"https://orcid.org/0000-0001-9296-1834"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianyi Gao","raw_affiliation_strings":["Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003865117","display_name":"Ning Zhao","orcid":"https://orcid.org/0009-0006-9497-8211"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Zhao","raw_affiliation_strings":["Harbin Institute of Technology Library, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology Library, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462716","display_name":"Han Yu","orcid":"https://orcid.org/0000-0002-6759-7775"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Yu","raw_affiliation_strings":["Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082172194","display_name":"Jiapeng Yin","orcid":"https://orcid.org/0000-0003-2008-462X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapeng Yin","raw_affiliation_strings":["Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068475055","display_name":"Yuchen Jiang","orcid":"https://orcid.org/0000-0003-3918-7039"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Jiang","raw_affiliation_strings":["Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103118342"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.24154955,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59200812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"944","last_page":"949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9970999956130981,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6281314492225647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042997241020203},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5909292697906494},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5761661529541016},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5673161149024963},{"id":"https://openalex.org/keywords/nonlinear-regression","display_name":"Nonlinear regression","score":0.5330851078033447},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.501507043838501},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4934810400009155},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.45985206961631775},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.41529107093811035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3926038146018982},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37653470039367676},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32626116275787354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2966648042201996},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2905108630657196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2854764461517334}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6281314492225647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042997241020203},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5909292697906494},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5761661529541016},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5673161149024963},{"id":"https://openalex.org/C46889948","wikidata":"https://www.wikidata.org/wiki/Q2755024","display_name":"Nonlinear regression","level":3,"score":0.5330851078033447},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.501507043838501},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4934810400009155},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.45985206961631775},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.41529107093811035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3926038146018982},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37653470039367676},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32626116275787354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2966648042201996},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2905108630657196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2854764461517334},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit.2016.7474879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2016.7474879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Industrial Technology (ICIT)","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":35,"referenced_works":["https://openalex.org/W1504420621","https://openalex.org/W1597173708","https://openalex.org/W1689445748","https://openalex.org/W1938958396","https://openalex.org/W1976251851","https://openalex.org/W1976606095","https://openalex.org/W1977228877","https://openalex.org/W1979553776","https://openalex.org/W1984672166","https://openalex.org/W1985512226","https://openalex.org/W1989295284","https://openalex.org/W1990283595","https://openalex.org/W1994505190","https://openalex.org/W1998092191","https://openalex.org/W2000081858","https://openalex.org/W2014241185","https://openalex.org/W2052828853","https://openalex.org/W2070963892","https://openalex.org/W2073178151","https://openalex.org/W2077791644","https://openalex.org/W2081829568","https://openalex.org/W2094648665","https://openalex.org/W2104269704","https://openalex.org/W2112088580","https://openalex.org/W2146129842","https://openalex.org/W2147062914","https://openalex.org/W2153464267","https://openalex.org/W2343246112","https://openalex.org/W2411793894","https://openalex.org/W2413579316","https://openalex.org/W2462002524","https://openalex.org/W2985662944","https://openalex.org/W3104298728","https://openalex.org/W4232421753","https://openalex.org/W6676770593"],"related_works":["https://openalex.org/W2021174884","https://openalex.org/W2192745683","https://openalex.org/W2394208570","https://openalex.org/W2429686810","https://openalex.org/W2371059786","https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,21,33],"firstly":[4],"study":[5],"the":[6,43,52,67,70,84,90],"partial":[7],"least":[8],"squares":[9],"(PLS)":[10],"and":[11,46,56,89],"locally":[12],"weighted":[13],"project":[14],"regression":[15],"(LWPR)":[16],"methods.":[17],"As":[18],"a":[19,36],"result,":[20],"find":[22],"out":[23],"that":[24,80],"both":[25],"methods":[26],"leave":[27],"some":[28],"space":[29,71],"for":[30],"improvement.":[31],"Then":[32],"put":[34],"forward":[35],"new":[37],"method,":[38],"called":[39],"LWPR-MPLS,":[40],"to":[41],"improve":[42],"traditional":[44],"statistics":[45],"their":[47],"thresholds.":[48],"Our":[49],"method":[50,82],"reduces":[51],"computation":[53],"load":[54],"significantly":[55,95],"therefore":[57],"can":[58],"deal":[59],"with":[60,98],"nonlinear":[61],"problems":[62],"online.":[63],"Besides,":[64],"decomposition":[65],"of":[66,86,92],"data":[68],"in":[69,96],"without":[72],"orthogonal":[73],"residuals":[74],"brings":[75],"additional":[76],"benefits.":[77],"Simulations":[78],"show":[79],"our":[81],"improves":[83],"accuracy":[85],"fault":[87,93],"diagnosis":[88],"capacity":[91],"classification":[94],"comparison":[97],"LWPR.":[99]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
