{"id":"https://openalex.org/W4401597898","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619914","title":"Water Leak Detection and Classification Using Multiple Sensors","display_name":"Water Leak Detection and Classification Using Multiple Sensors","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4401597898","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619914"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking62109.2024.10619914","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking62109.2024.10619914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","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/A5003546981","display_name":"Daniele Ugo Leonzio","orcid":"https://orcid.org/0000-0002-3217-9952"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Ugo Leonzio","raw_affiliation_strings":["Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051370303","display_name":"Paolo Bestagini","orcid":"https://orcid.org/0000-0003-0406-0222"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bestagini","raw_affiliation_strings":["Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002213720","display_name":"Marco Marcon","orcid":"https://orcid.org/0000-0001-6557-2120"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Marcon","raw_affiliation_strings":["Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075080219","display_name":"Gian Paolo Quarta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gian Paolo Quarta","raw_affiliation_strings":["Onyax S.r.l. - Vigevano,Italy"],"affiliations":[{"raw_affiliation_string":"Onyax S.r.l. - Vigevano,Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005378965","display_name":"Stefano Tubaro","orcid":"https://orcid.org/0000-0002-1990-9869"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Tubaro","raw_affiliation_strings":["Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria (DEIB), Politecnico di Milano - Milan,Dipartimento di Elettronica,Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003546981"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":1.8863,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86011816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"690","last_page":"695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12222","display_name":"IoT-based Smart Home Systems","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leak-detection","display_name":"Leak detection","score":0.7689476013183594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6005880832672119},{"id":"https://openalex.org/keywords/leak","display_name":"Leak","score":0.5408132672309875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42026287317276},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3660980463027954},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32869797945022583},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.26214081048965454},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.10706138610839844}],"concepts":[{"id":"https://openalex.org/C2987355568","wikidata":"https://www.wikidata.org/wiki/Q4420957","display_name":"Leak detection","level":3,"score":0.7689476013183594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005880832672119},{"id":"https://openalex.org/C2780378346","wikidata":"https://www.wikidata.org/wiki/Q1349983","display_name":"Leak","level":2,"score":0.5408132672309875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42026287317276},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3660980463027954},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32869797945022583},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.26214081048965454},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.10706138610839844}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ifipnetworking62109.2024.10619914","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking62109.2024.10619914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1272249","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1272249","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1988713077","https://openalex.org/W2076751630","https://openalex.org/W2114446345","https://openalex.org/W2126947419","https://openalex.org/W2133256626","https://openalex.org/W2311515739","https://openalex.org/W2621202750","https://openalex.org/W2791987383","https://openalex.org/W2803147250","https://openalex.org/W2859982247","https://openalex.org/W2897111782","https://openalex.org/W2902145121","https://openalex.org/W2981937266","https://openalex.org/W3040074187","https://openalex.org/W3109136062","https://openalex.org/W3153235687","https://openalex.org/W3213253658","https://openalex.org/W4296764715","https://openalex.org/W4297348436","https://openalex.org/W4365517675","https://openalex.org/W4372260538","https://openalex.org/W4388721232","https://openalex.org/W4392903382"],"related_works":["https://openalex.org/W2357422790","https://openalex.org/W1968766800","https://openalex.org/W1553563528","https://openalex.org/W2089419128","https://openalex.org/W2271340062","https://openalex.org/W2356864307","https://openalex.org/W4389695218","https://openalex.org/W2371267147","https://openalex.org/W2391748782","https://openalex.org/W1997045795"],"abstract_inverted_index":{"Water":[0,8],"leakage":[1,103],"represents":[2],"an":[3],"important":[4],"concern":[5],"in":[6,104,171,182],"managing":[7],"Distribution":[9],"Networks":[10],"(WDNs)":[11],"as":[12,57],"more":[13],"than":[14],"sixty":[15],"countries":[16],"are":[17,155],"still":[18],"facing":[19],"high":[20],"water":[21,40,43],"stress":[22],"risk.":[23],"These":[24],"leaks":[25],"constitute":[26],"major":[27],"financial":[28],"loss,":[29],"soil":[30],"contamination":[31],"and":[32,63,99,141,152],"other":[33],"environmental":[34],"hazards,":[35],"all":[36],"contributing":[37,84],"to":[38,69,85,97,165],"further":[39],"scarcity.":[41],"Fast-expanding":[42],"supply":[44],"networks":[45],"need":[46],"the":[47,61,92,150,159,168,183,187],"development":[48],"of":[49,60,91,94,102,125],"better":[50],"leak":[51,78,136,189],"detection":[52,151],"technologies.":[53],"Current":[54],"technologies":[55],"such":[56],"real-time":[58],"monitoring":[59],"WDNs":[62,105],"Machine":[64],"Learning":[65],"(ML)":[66],"allow":[67],"us":[68],"limit":[70],"these":[71],"losses":[72],"by":[73,106,118],"developing":[74],"datadriven":[75],"methods":[76,96],"for":[77,149],"detection.":[79],"This":[80],"work":[81,173],"aims":[82],"at":[83],"this":[86,111,172],"issue":[87],"through":[88],"a":[89,115,119,177],"study":[90],"capacity":[93],"ML":[95],"detect":[98],"classify":[100],"types":[101,124,190],"using":[107],"acoustic":[108],"measurements.":[109],"For":[110],"purpose,":[112],"we":[113,174],"used":[114],"dataset":[116],"generated":[117],"laboratory-scale":[120],"WDN":[121],"including":[122],"three":[123],"sensors,":[126,132],"namely":[127],"accelerometers,":[128],"hydrophones,":[129],"dynamic":[130],"pressure":[131],"no-leak":[133],"conditions,":[134,140],"four":[135],"types,":[137],"various":[138],"background":[139],"two":[142],"network":[143],"topologies.":[144],"The":[145],"results":[146],"achieved":[147],"both":[148,167],"classification":[153],"problem":[154,178],"successful,":[156],"suggesting":[157],"that":[158],"proposed":[160],"solution":[161],"can":[162],"be":[163],"adopted":[164],"solve":[166],"problems.":[169],"Moreover":[170],"have":[175],"faced":[176],"not":[179],"yet":[180],"investigated":[181],"literature,":[184],"which":[185],"is":[186],"different":[188],"classification.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
