{"id":"https://openalex.org/W4402264805","doi":"https://doi.org/10.23919/acc60939.2024.10644895","title":"Advanced Methods in Diagnostics and Prognostics","display_name":"Advanced Methods in Diagnostics and Prognostics","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4402264805","doi":"https://doi.org/10.23919/acc60939.2024.10644895"},"language":"en","primary_location":{"id":"doi:10.23919/acc60939.2024.10644895","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc60939.2024.10644895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039808434","display_name":"Fabian Mohr","orcid":"https://orcid.org/0000-0001-7272-935X"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabian Mohr","raw_affiliation_strings":["Massachusetts Institute of Technology,Cambridge,MA,02139"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology,Cambridge,MA,02139","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103932281","display_name":"Weike Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weike Sun","raw_affiliation_strings":["Massachusetts Institute of Technology,Cambridge,MA,02139"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology,Cambridge,MA,02139","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083684552","display_name":"Richard D. Braatz","orcid":"https://orcid.org/0000-0003-4304-3484"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard D. Braatz","raw_affiliation_strings":["Massachusetts Institute of Technology,Cambridge,MA,02139"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology,Cambridge,MA,02139","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17225516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"749","last_page":"762"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9789000153541565,"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"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.9498549699783325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5624046325683594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09296819567680359}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9498549699783325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5624046325683594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09296819567680359}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc60939.2024.10644895","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc60939.2024.10644895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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":39,"referenced_works":["https://openalex.org/W132173676","https://openalex.org/W848133049","https://openalex.org/W1503398984","https://openalex.org/W1575965368","https://openalex.org/W1654016072","https://openalex.org/W1945079004","https://openalex.org/W1964402642","https://openalex.org/W1970002409","https://openalex.org/W1997177391","https://openalex.org/W2004186751","https://openalex.org/W2008348094","https://openalex.org/W2008616192","https://openalex.org/W2014346445","https://openalex.org/W2046556317","https://openalex.org/W2049757356","https://openalex.org/W2054657841","https://openalex.org/W2080895822","https://openalex.org/W2088252378","https://openalex.org/W2093230975","https://openalex.org/W2106849258","https://openalex.org/W2109869845","https://openalex.org/W2117294289","https://openalex.org/W2127380533","https://openalex.org/W2144994235","https://openalex.org/W2155694896","https://openalex.org/W2162020807","https://openalex.org/W2266306456","https://openalex.org/W2313953460","https://openalex.org/W2520249960","https://openalex.org/W2800038123","https://openalex.org/W2800394774","https://openalex.org/W2912934387","https://openalex.org/W2941089296","https://openalex.org/W3093902167","https://openalex.org/W4206302131","https://openalex.org/W4212863985","https://openalex.org/W4249625715","https://openalex.org/W6610542360","https://openalex.org/W6697261853"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2030958945"],"abstract_inverted_index":{"This":[0],"article":[1],"provides":[2],"a":[3,53,83],"tutorial":[4],"on":[5,57],"data-driven":[6,47,67,100],"methods":[7,13,19,23,26,68,101],"for":[8,44,102],"diagnostics":[9,103],"and":[10,27,39,104],"prognostics.":[11,105],"The":[12,31,63],"span":[14],"the":[15,58,61,96,99],"range":[16],"from":[17],"classical":[18],"to":[20,50,52,94],"machine":[21,75],"learning-based":[22],"including":[24],"ensemble":[25],"support":[28],"vector":[29],"machine.":[30],"main":[32],"challenges":[33],"associated":[34],"with":[35],"diagnostics/prognostics":[36],"are":[37,42],"discussed,":[38],"decision":[40],"rules":[41],"provided":[43,87],"selecting":[45],"which":[46],"modeling":[48],"method":[49],"apply":[51],"particular":[54],"dataset":[55],"based":[56],"characteristics":[59,97],"of":[60,66,82,98],"data.":[62],"autonomous":[64],"selection":[65],"is":[69,92],"described,":[70],"as":[71],"an":[72],"application-specific":[73],"automated":[74],"learning":[76],"(AutoML)":[77],"approach.":[78],"A":[79],"case":[80],"study":[81],"simulated":[84],"chemical":[85],"plant":[86],"by":[88],"Tennessee":[89],"Eastman":[90],"Company":[91],"used":[93],"illustrate":[95]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}