{"id":"https://openalex.org/W4385879567","doi":"https://doi.org/10.1016/j.compchemeng.2023.108391","title":"Statistical process control versus deep learning for power plant condition monitoring","display_name":"Statistical process control versus deep learning for power plant condition monitoring","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385879567","doi":"https://doi.org/10.1016/j.compchemeng.2023.108391"},"language":"en","primary_location":{"id":"doi:10.1016/j.compchemeng.2023.108391","doi":"https://doi.org/10.1016/j.compchemeng.2023.108391","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2023.108391","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Chemical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101649103","display_name":"Henrik Hviid Hansen","orcid":"https://orcid.org/0000-0002-6133-3015","observed_orcids":["https://orcid.org/0000-0002-6133-3015"]},"institutions":[{"id":"https://openalex.org/I35570632","display_name":"\u00d8rsted (Denmark)","ror":"https://ror.org/02as34v38","country_code":"DK","type":"company","lineage":["https://openalex.org/I35570632"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Henrik Hviid Hansen","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","\u00d8rsted, Bioenergy, Copenhagen, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-6133-3015","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"\u00d8rsted, Bioenergy, Copenhagen, Denmark","institution_ids":["https://openalex.org/I35570632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044826085","display_name":"Murat K\u00fclah\u00e7\u0131","orcid":"https://orcid.org/0000-0003-4222-9631","observed_orcids":["https://orcid.org/0000-0003-4222-9631"]},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Murat Kulahci","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-4222-9631","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037822300","display_name":"Bo Friis Nielsen","orcid":"https://orcid.org/0000-0001-9146-9733","observed_orcids":["https://orcid.org/0000-0001-9146-9733"]},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bo Friis Nielsen","raw_affiliation_strings":["Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-9146-9733","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101649103"],"corresponding_institution_ids":["https://openalex.org/I35570632","https://openalex.org/I96673099"],"apc_list":{"value":4070,"currency":"USD","value_usd":4070},"apc_paid":null,"fwci":0.9594,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.69446507,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"178","issue":null,"first_page":"108391","last_page":"108391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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":0.9970999956130981,"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":0.002899999963119626,"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":0.0,"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/statistical-process-control","display_name":"statistical process control","score":0.9340000152587891},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9580000042915344},{"id":"https://openalex.org/keywords/power-plant-condition-monitoring","display_name":"power plant condition monitoring","score":0.8360000252723694},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.8240000009536743},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.7929999828338623},{"id":"https://openalex.org/keywords/tennessee-eastman-process","display_name":"Tennessee Eastman process","score":0.8330000042915344},{"id":"https://openalex.org/keywords/feedwater-pump","display_name":"feedwater pump","score":0.9929999709129333},{"id":"https://openalex.org/keywords/combined-heat-and-power-plant","display_name":"combined heat and power plant","score":0.8989999890327454},{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.9470000267028809},{"id":"https://openalex.org/keywords/feature-importance","display_name":"feature importance","score":0.7710000276565552},{"id":"https://openalex.org/keywords/model-complexity","display_name":"model complexity","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6788536310195923},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.633711576461792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6268726587295532},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6065177917480469},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5908246040344238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5784737467765808},{"id":"https://openalex.org/C46136384","wikidata":"https://www.wikidata.org/wiki/Q351261","display_name":"Boiler feedwater","level":3,"score":0.4448690414428711},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43359285593032837},{"id":"https://openalex.org/C4311470","wikidata":"https://www.wikidata.org/wiki/Q159719","display_name":"Power station","level":2,"score":0.4159961938858032},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35086479783058167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3063047230243683},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.08981660008430481},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compchemeng.2023.108391","doi":"https://doi.org/10.1016/j.compchemeng.2023.108391","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2023.108391","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Chemical Engineering","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/0f98a90c-9bf5-4a34-8cde-b87d8cd37d5d","doi":null,"is_oa":false,"landing_page_url":"http://sfx.cvt.dk/sfx_local?ctx_ver=Z39.88-2004&ctx_tim=2025-12-27T03%3A31%3A38CET&ctx_enc=info%3Aofi%2FencUTF-8&url_ver=Z39.88-2004&url_ctx_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Actx&rft.genre=article&rft_val_fmt=info%3Aofi%2Fkev%3Afmt%3Ajournal&rfr_id=info%3Asid%2Fpure.atira.dk%3Apure&rft.atitle=Statistical%20process%20control%20versus%20deep%20learning%20for%20power%20plant%20condition%20monitoring&rft_id=info%3Adoi%2F10.1016%2Fj.compchemeng.2023.108391&rft.aulast=Hansen&rft.aufirst=Henrik%20Hviid&rft.auinit=H&rft.date=2023&rft.volume=178&rft.issn=0098-1354&rft.jtitle=Computers%20and%20Chemical%20Engineering","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hansen , H H , Kulahci , M &amp; Nielsen , B F 2023 , ' Statistical process control versus deep learning for power plant condition monitoring ' , Computers and Chemical Engineering , vol. 178 , 108391 . https://doi.org/10.1016/j.compchemeng.2023.108391","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1522301498","https://openalex.org/W1906424212","https://openalex.org/W1965669468","https://openalex.org/W1972195634","https://openalex.org/W1989652865","https://openalex.org/W2004186751","https://openalex.org/W2010001505","https://openalex.org/W2020737422","https://openalex.org/W2043818626","https://openalex.org/W2095705004","https://openalex.org/W2099045511","https://openalex.org/W2107146446","https://openalex.org/W2110900731","https://openalex.org/W2112595162","https://openalex.org/W2132029223","https://openalex.org/W2134400676","https://openalex.org/W2143288231","https://openalex.org/W2158958729","https://openalex.org/W2242092413","https://openalex.org/W2343893519","https://openalex.org/W2467092360","https://openalex.org/W2608089442","https://openalex.org/W2614622879","https://openalex.org/W2626778328","https://openalex.org/W2767234670","https://openalex.org/W2791139105","https://openalex.org/W2795963219","https://openalex.org/W2803255133","https://openalex.org/W2884745705","https://openalex.org/W2897085248","https://openalex.org/W2910068345","https://openalex.org/W2920204204","https://openalex.org/W2949848919","https://openalex.org/W2987228832","https://openalex.org/W2990001868","https://openalex.org/W3002493224","https://openalex.org/W3009081165","https://openalex.org/W3040266635","https://openalex.org/W3047825842","https://openalex.org/W3082790984","https://openalex.org/W3097909597","https://openalex.org/W3137756630","https://openalex.org/W3153320774","https://openalex.org/W3197612932","https://openalex.org/W4235641933","https://openalex.org/W4239055299","https://openalex.org/W4281298147","https://openalex.org/W4285722178","https://openalex.org/W4293238322","https://openalex.org/W4388957127","https://openalex.org/W6748102297","https://openalex.org/W6782794122"],"related_works":["https://openalex.org/W4395056455","https://openalex.org/W7118686255","https://openalex.org/W2653764441","https://openalex.org/W2466706860","https://openalex.org/W4412353381","https://openalex.org/W4210863860","https://openalex.org/W4415930967","https://openalex.org/W3186950731","https://openalex.org/W4206073508","https://openalex.org/W2973371466"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-08-17T00:00:00"}
