{"id":"https://openalex.org/W3010334242","doi":"https://doi.org/10.3390/s20051342","title":"Prognosis of Water Quality Sensors Using Advanced Data Analytics: Application to the Barcelona Drinking Water Network","display_name":"Prognosis of Water Quality Sensors Using Advanced Data Analytics: Application to the Barcelona Drinking Water Network","publication_year":2020,"publication_date":"2020-02-29","ids":{"openalex":"https://openalex.org/W3010334242","doi":"https://doi.org/10.3390/s20051342","mag":"3010334242","pmid":"https://pubmed.ncbi.nlm.nih.gov/32121444"},"language":"en","primary_location":{"id":"doi:10.3390/s20051342","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051342","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1342/pdf?version=1583920200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/5/1342/pdf?version=1583920200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100975560","display_name":"Diego Mart\u00ednez Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Garcia","raw_affiliation_strings":["Aigues de Barcelona, Empresa Metropolitana de Gesti\u00f3 del Cicle Integral de l\u2019Aigua S.A., 08028 Barcelona, Spain","Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Aigues de Barcelona, Empresa Metropolitana de Gesti\u00f3 del Cicle Integral de l\u2019Aigua S.A., 08028 Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023299508","display_name":"Vicen\u00e7 Puig","orcid":"https://orcid.org/0000-0002-6364-6429"},"institutions":[{"id":"https://openalex.org/I4210093282","display_name":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial","ror":"https://ror.org/00mcdyn90","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210093282","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Vicen\u00e7 Puig","raw_affiliation_strings":["Institut de Rob\u00f2tica i Inform\u00e0tica Industrial (CSIC-UPC), Carrer Llorens i Artigas 4-6, 08028 Barcelona, Spain","Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial (CSIC-UPC), Carrer Llorens i Artigas 4-6, 08028 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210093282"]},{"raw_affiliation_string":"Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083354890","display_name":"Joseba Quevedo","orcid":"https://orcid.org/0000-0002-7827-2896"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joseba Quevedo","raw_affiliation_strings":["Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Supervision, Safety and Automatic Control Research Center (CS2AC), Universitat Polit\u00e9cnica de Catalunya (UPC), Terrassa Campus, Gaia Research Bldg., Rambla Sant Nebridi, 22, Terrassa, 08222 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023299508"],"corresponding_institution_ids":["https://openalex.org/I4210093282","https://openalex.org/I9617848"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.3133,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.77679237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"5","first_page":"1342","last_page":"1342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11220","display_name":"Water Systems and Optimization","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9799000024795532,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9679999947547913,"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/event","display_name":"Event (particle physics)","score":0.5748346447944641},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5524258017539978},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5501188635826111},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5064100027084351},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5019583702087402},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.49793148040771484},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.49272778630256653},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4917440712451935},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.480158269405365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4734373092651367},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.44710004329681396},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.43803924322128296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4276294410228729},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3963702321052551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10007476806640625},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09583553671836853}],"concepts":[{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5748346447944641},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5524258017539978},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5501188635826111},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5064100027084351},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5019583702087402},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.49793148040771484},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.49272778630256653},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4917440712451935},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.480158269405365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4734373092651367},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.44710004329681396},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.43803924322128296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4276294410228729},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3963702321052551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10007476806640625},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09583553671836853},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060766","descriptor_name":"Drinking Water","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D060766","descriptor_name":"Drinking Water","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D060766","descriptor_name":"Drinking Water","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s20051342","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051342","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1342/pdf?version=1583920200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32121444","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32121444","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:digital.csic.es:10261/227720","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/227720","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"art\u00edculo"},{"id":"pmh:oai:doaj.org/article:4bed54e4c2904c6d89f4cc807916d30f","is_oa":true,"landing_page_url":"https://doaj.org/article/4bed54e4c2904c6d89f4cc807916d30f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 5, p 1342 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/5/1342/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20051342","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7085711","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7085711","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:upcommons.upc.edu:2117/186798","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/186798","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s20051342","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051342","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1342/pdf?version=1583920200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G8937893370","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320337753","funder_display_name":"Interreg"}],"funders":[{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010334242.pdf","grobid_xml":"https://content.openalex.org/works/W3010334242.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W336159269","https://openalex.org/W1509165159","https://openalex.org/W1531260672","https://openalex.org/W1573647811","https://openalex.org/W1574102721","https://openalex.org/W1929158363","https://openalex.org/W1964357740","https://openalex.org/W1972376631","https://openalex.org/W1973352004","https://openalex.org/W2007327468","https://openalex.org/W2028501442","https://openalex.org/W2045363453","https://openalex.org/W2076254614","https://openalex.org/W2077773302","https://openalex.org/W2082302653","https://openalex.org/W2086982712","https://openalex.org/W2138269975","https://openalex.org/W2143841384","https://openalex.org/W2158680700","https://openalex.org/W2162174678","https://openalex.org/W2220711968","https://openalex.org/W2344607544","https://openalex.org/W2529911378","https://openalex.org/W2553410616","https://openalex.org/W2911964244","https://openalex.org/W4399570248","https://openalex.org/W6634147026"],"related_works":["https://openalex.org/W2951640941","https://openalex.org/W2795136348","https://openalex.org/W962477430","https://openalex.org/W2277319453","https://openalex.org/W2391563149","https://openalex.org/W4313459207","https://openalex.org/W23403803","https://openalex.org/W3161333189","https://openalex.org/W2979381929","https://openalex.org/W2222570178"],"abstract_inverted_index":{"Water":[0,40],"Utilities":[1],"(WU)":[2],"are":[3,44,205,212],"responsible":[4],"for":[5,8],"supplying":[6],"water":[7,124,131],"residential,":[9],"commercial":[10],"and":[11,17,58,108,128,185,197,211,236],"industrial":[12],"use":[13],"guaranteeing":[14],"the":[15,26,39,65,73,77,89,92,94,144,148,152,167,172,228,234,247],"sanitary":[16],"quality":[18,34,125,132,218,229],"standards":[19,30],"established":[20],"by":[21],"different":[22],"regulations.":[23],"To":[24],"assure":[25],"satisfaction":[27],"of":[28,33,67,76,91,147,174,176],"such":[29],"a":[31,79,135,180,192,208,217,221,239],"set":[32],"sensors":[35,48,69,99,107,150,177],"that":[36,118,162,194,204],"monitor":[37],"continuously":[38],"Distribution":[41],"System":[42],"(WDS)":[43],"used.":[45],"Unfortunately,":[46],"those":[47,68,98],"require":[49],"continuous":[50],"maintenance":[51,66,168,241],"in":[52,246],"order":[53,62],"to":[54,63,122,129,142,165,214],"guarantee":[55],"their":[56],"right":[57],"reliable":[59],"operation.":[60],"In":[61],"program":[64,166],"taking":[70,157],"into":[71,158],"account":[72,159],"health":[74,175],"state":[75,173],"sensor,":[78],"prognosis":[80,90,137,225],"system":[81,210],"should":[82,100],"be":[83,101,140],"deployed.":[84],"Moreover,":[85,134],"before":[86],"proceeding":[87],"with":[88,97,207],"sensors,":[93],"data":[95,104,115,203],"provided":[96],"validated":[102],"using":[103],"from":[105,201],"other":[106],"models.":[109],"This":[110],"paper":[111],"provides":[112],"an":[113],"advanced":[114],"analytics":[116],"framework":[117],"will":[119,139],"allow":[120],"us":[121,164],"diagnose":[123],"sensor":[126,222,230],"faults":[127],"detect":[130],"events.":[133],"data-driven":[136],"module":[138,188,226],"able":[141,213],"assess":[143],"sensitivity":[145],"degradation":[146,235],"chlorine":[149],"estimating":[151],"remaining":[153],"useful":[154],"life":[155],"(RUL),":[156],"uncertainty":[160],"quantification,":[161],"allows":[163],"actions":[169],"based":[170,190],"on":[171,179,191],"instead":[178],"regular":[181],"basis.":[182],"The":[183,224],"fault":[184],"event":[186,219],"detection":[187],"is":[189],"methodology":[193],"combines":[195],"time":[196,231],"spatial":[198],"models":[199],"obtained":[200],"historical":[202],"integrated":[206],"discrete-event":[209],"distinguish":[215],"between":[216],"or":[220],"fault.":[223],"analyses":[227],"series":[232],"forecasting":[233],"therefore":[237],"providing":[238],"predictive":[240],"plan":[242],"avoiding":[243],"unsafe":[244],"situations":[245],"WDS.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}