{"id":"https://openalex.org/W2007520584","doi":"https://doi.org/10.14313/jamris_2-2014/15","title":"Failures location within water-supply systems by means of neural networks","display_name":"Failures location within water-supply systems by means of neural networks","publication_year":2014,"publication_date":"2014-04-17","ids":{"openalex":"https://openalex.org/W2007520584","doi":"https://doi.org/10.14313/jamris_2-2014/15","mag":"2007520584"},"language":"en","primary_location":{"id":"doi:10.14313/jamris_2-2014/15","is_oa":true,"landing_page_url":"https://doi.org/10.14313/jamris_2-2014/15","pdf_url":"https://doi.org/10.14313/jamris_2-2014/15","source":{"id":"https://openalex.org/S4210195376","display_name":"Journal of Automation Mobile Robotics & Intelligent Systems","issn_l":"1897-8649","issn":["1897-8649","2080-2145"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Automation, Mobile Robotics and Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14313/jamris_2-2014/15","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031899113","display_name":"Izabela Rojek","orcid":"https://orcid.org/0000-0002-9958-6579"},"institutions":[{"id":"https://openalex.org/I149592570","display_name":"Kazimierz Wielki University in Bydgoszcz","ror":"https://ror.org/018zpxs61","country_code":"PL","type":"education","lineage":["https://openalex.org/I149592570"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Izabela Rojek","raw_affiliation_strings":["Kazimierz Wielki University in Bydgoszcz, Institute of Mechanics and Applied Computer Science, Chodkiewicza 30, 85-064 Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"Kazimierz Wielki University in Bydgoszcz, Institute of Mechanics and Applied Computer Science, Chodkiewicza 30, 85-064 Bydgoszcz, Poland","institution_ids":["https://openalex.org/I149592570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068568805","display_name":"Jan Studzi\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jan Studzinski","raw_affiliation_strings":["Systems Research Institute Polish Academy of Sciences Newelska 6, 01-447 Warszawa, Poland"],"affiliations":[{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences Newelska 6, 01-447 Warszawa, Poland","institution_ids":["https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031899113"],"corresponding_institution_ids":["https://openalex.org/I149592570"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15796141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9817000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6035854816436768},{"id":"https://openalex.org/keywords/water-supply","display_name":"Water supply","score":0.5001001358032227},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.451369971036911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42872196435928345},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34055715799331665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19178080558776855},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.1242419183254242}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6035854816436768},{"id":"https://openalex.org/C97053079","wikidata":"https://www.wikidata.org/wiki/Q1061108","display_name":"Water supply","level":2,"score":0.5001001358032227},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.451369971036911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42872196435928345},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34055715799331665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19178080558776855},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.1242419183254242}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14313/jamris_2-2014/15","is_oa":true,"landing_page_url":"https://doi.org/10.14313/jamris_2-2014/15","pdf_url":"https://doi.org/10.14313/jamris_2-2014/15","source":{"id":"https://openalex.org/S4210195376","display_name":"Journal of Automation Mobile Robotics & Intelligent Systems","issn_l":"1897-8649","issn":["1897-8649","2080-2145"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Automation, Mobile Robotics and Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.977.5954","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.977.5954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-cb532877-d706-48a4-9318-1b3ae53d5c8f/c/Rojek_failures_location_2_14.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.14313/jamris_2-2014/15","is_oa":true,"landing_page_url":"https://doi.org/10.14313/jamris_2-2014/15","pdf_url":"https://doi.org/10.14313/jamris_2-2014/15","source":{"id":"https://openalex.org/S4210195376","display_name":"Journal of Automation Mobile Robotics & Intelligent Systems","issn_l":"1897-8649","issn":["1897-8649","2080-2145"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Automation, Mobile Robotics and Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2007520584.pdf","grobid_xml":"https://content.openalex.org/works/W2007520584.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W833469818","https://openalex.org/W2058104671","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2386387936","https://openalex.org/W2748139574","https://openalex.org/W2373069152","https://openalex.org/W2357824856","https://openalex.org/W268055571","https://openalex.org/W3167125723","https://openalex.org/W2946606820","https://openalex.org/W4367596131","https://openalex.org/W4200221600"],"abstract_inverted_index":{"In":[0],"the":[1,3,23,46,64,77,82,86,91,118,127,146,156],"article":[2],"neural":[4,153],"networks":[5,13,154],"used":[6,111],"for":[7,10],"failures":[8,139],"loca-tion":[9],"water":[11,24,71,83,87,94,119,134,142],"supply":[12,95],"are":[14,148],"presented.":[15],"To":[16],"do":[17,48],"this":[18],"a":[19,98],"hydraulic":[20],"model":[21],"of":[22,41,70,93,103,114,133,138,152,158],"net,":[25],"as":[26,28,57,112],"well":[27],"an":[29],"appro-priate":[30],"developed":[31],"monitoring":[32,42],"system":[33],"have":[34],"to":[35,60,125],"be":[36,110],"used.":[37],"The":[38,53,136],"current":[39],"applications":[40],"systems":[43,55,116],"installed":[44],"in":[45,72,76,90,141,145,155],"waterworks":[47],"not":[49],"realize":[50],"their":[51],"possibilities.":[52],"monitor-ing":[54],"provided":[56],"autonomic":[58],"programs":[59],"collect":[61],"and":[62,68,89,131],"record":[63],"information":[65],"about":[66,101],"flows":[67],"pressures":[69],"source":[73],"pumping":[74],"stations,":[75],"pump":[78],"stations":[79],"bringing":[80],"up":[81],"pressure":[84],"inside":[85],"net":[88],"pipes":[92],"network":[96,120],"give":[97],"general":[99],"knowledge":[100],"state":[102],"its":[104],"work,":[105],"but":[106],"if":[107],"they":[108,122],"would":[109],"elements":[113],"IT":[115],"supporting":[117],"management,":[121],"could":[123],"help":[124],"solve":[126],"tasks":[128],"concerning":[129],"detection":[130],"lo-calization":[132],"leaks.":[135],"models":[137],"location":[140],"nets":[143],"described":[144],"paper":[147],"created":[149],"by":[150],"means":[151],"form":[157],"MLP":[159],"nets.":[160]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}