{"id":"https://openalex.org/W4318465294","doi":"https://doi.org/10.1007/978-3-031-23618-1_4","title":"Fault Detection in\u00a0Wastewater Treatment Plants: Application of\u00a0Autoencoders Models with\u00a0Streaming Data","display_name":"Fault Detection in\u00a0Wastewater Treatment Plants: Application of\u00a0Autoencoders Models with\u00a0Streaming Data","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318465294","doi":"https://doi.org/10.1007/978-3-031-23618-1_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23618-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5035524293","display_name":"Rodrigo Salles","orcid":null},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Rodrigo Salles","raw_affiliation_strings":["Faculty of Sciences, University of Porto, 4169-007, Porto, Portugal","Institute of Systems and Robotics, University of Coimbra, 3030-290, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Porto, 4169-007, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Institute of Systems and Robotics, University of Coimbra, 3030-290, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054889833","display_name":"J\u00e9r\u00f4me Mendes","orcid":"https://orcid.org/0000-0003-4616-3473"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Mendes","raw_affiliation_strings":["Institute of Systems and Robotics, University of Coimbra, 3030-290, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"Institute of Systems and Robotics, University of Coimbra, 3030-290, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085639693","display_name":"Rita P. Ribeiro","orcid":"https://orcid.org/0000-0002-6852-8077"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rita P. Ribeiro","raw_affiliation_strings":["Faculty of Sciences, University of Porto, 4169-007, Porto, Portugal","INESC TEC, 4200-465, Porto, Portugal","University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Porto, 4169-007, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114376321","display_name":"Jo\u00e3o Gama","orcid":"https://orcid.org/0000-0003-3357-1195"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Gama","raw_affiliation_strings":["Faculty of Economics, University of Porto, 4200-464, Porto, Portugal","INESC TEC, 4200-465, Porto, Portugal","University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Porto, 4200-464, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035524293"],"corresponding_institution_ids":["https://openalex.org/I182534213","https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":4.1482,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92822823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.991100013256073,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9894000291824341,"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/computer-science","display_name":"Computer science","score":0.6856445074081421},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.66752028465271},{"id":"https://openalex.org/keywords/wastewater","display_name":"Wastewater","score":0.5695557594299316},{"id":"https://openalex.org/keywords/water-scarcity","display_name":"Water scarcity","score":0.5542183518409729},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.487002432346344},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.4657232463359833},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.4650123715400696},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4557068943977356},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.43383458256721497},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.4276033043861389},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.4137961268424988},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38152217864990234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3323081135749817},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.2725565433502197},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.20218664407730103},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13680973649024963},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12582796812057495},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.12443381547927856},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08090299367904663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856445074081421},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.66752028465271},{"id":"https://openalex.org/C94061648","wikidata":"https://www.wikidata.org/wiki/Q336191","display_name":"Wastewater","level":2,"score":0.5695557594299316},{"id":"https://openalex.org/C51193700","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water scarcity","level":3,"score":0.5542183518409729},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.487002432346344},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.4657232463359833},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.4650123715400696},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4557068943977356},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.43383458256721497},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.4276033043861389},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.4137961268424988},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38152217864990234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3323081135749817},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.2725565433502197},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.20218664407730103},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13680973649024963},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12582796812057495},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.12443381547927856},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08090299367904663},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-23618-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W122827781","https://openalex.org/W1566340949","https://openalex.org/W1967295107","https://openalex.org/W1969460937","https://openalex.org/W2053059515","https://openalex.org/W2055388920","https://openalex.org/W2057599774","https://openalex.org/W2069228068","https://openalex.org/W2136655611","https://openalex.org/W2260274902","https://openalex.org/W2562761545","https://openalex.org/W2767507316","https://openalex.org/W2889645330","https://openalex.org/W2901482066","https://openalex.org/W2924962937","https://openalex.org/W2947274483","https://openalex.org/W3003626942","https://openalex.org/W3047366310","https://openalex.org/W3080152366","https://openalex.org/W3082502178","https://openalex.org/W3103520789","https://openalex.org/W3173174998","https://openalex.org/W3180236923","https://openalex.org/W4210933056","https://openalex.org/W4240926358","https://openalex.org/W4301455047"],"related_works":["https://openalex.org/W4248391087","https://openalex.org/W1974552052","https://openalex.org/W3190752329","https://openalex.org/W2388524737","https://openalex.org/W3212215638","https://openalex.org/W2905587153","https://openalex.org/W2559493477","https://openalex.org/W2964001726","https://openalex.org/W4321221714","https://openalex.org/W2774505206"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
