{"id":"https://openalex.org/W2887678480","doi":"https://doi.org/10.1109/isie.2018.8433758","title":"Prediction of Clogging in Stormwater Filters Using Artificial Neural Network","display_name":"Prediction of Clogging in Stormwater Filters Using Artificial Neural Network","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2887678480","doi":"https://doi.org/10.1109/isie.2018.8433758","mag":"2887678480"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2018.8433758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2018.8433758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 27th International Symposium on Industrial Electronics (ISIE)","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/A5065363486","display_name":"Junlin Lin","orcid":"https://orcid.org/0000-0002-9860-689X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Junlin Lin","raw_affiliation_strings":["Faculty of Engineering Monash University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Monash University, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038878158","display_name":"Harpreet Kandra","orcid":"https://orcid.org/0000-0002-4599-709X"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Harpreet Kandra","raw_affiliation_strings":["School of Engineering and Information Technology, Federation University Australia, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Federation University Australia, Victoria, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078742345","display_name":"Tanveer Choudhury","orcid":"https://orcid.org/0000-0002-9244-2708"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"T. A. Choudhury","raw_affiliation_strings":["School of Engineering and Information Technology, Federation University Australia, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Federation University Australia, Victoria, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089754844","display_name":"Andrew Barton","orcid":"https://orcid.org/0000-0002-8129-0358"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Barton","raw_affiliation_strings":["School of Engineering and Information Technology, Federation University Australia, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Federation University Australia, Victoria, Australia","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1292,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48483316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"771","last_page":"776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11119","display_name":"Urban Stormwater Management Solutions","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11119","display_name":"Urban Stormwater Management Solutions","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9704999923706055,"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":0.9617999792098999,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clogging","display_name":"Clogging","score":0.9764204025268555},{"id":"https://openalex.org/keywords/filtration","display_name":"Filtration (mathematics)","score":0.688617467880249},{"id":"https://openalex.org/keywords/stormwater","display_name":"Stormwater","score":0.6432793736457825},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5979328155517578},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.48927590250968933},{"id":"https://openalex.org/keywords/infiltration","display_name":"Infiltration (HVAC)","score":0.44908684492111206},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.44078707695007324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3626883327960968},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1579599678516388},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.1006186306476593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08803445100784302}],"concepts":[{"id":"https://openalex.org/C2778152828","wikidata":"https://www.wikidata.org/wiki/Q488656","display_name":"Clogging","level":2,"score":0.9764204025268555},{"id":"https://openalex.org/C128489963","wikidata":"https://www.wikidata.org/wiki/Q1187724","display_name":"Filtration (mathematics)","level":2,"score":0.688617467880249},{"id":"https://openalex.org/C173051318","wikidata":"https://www.wikidata.org/wiki/Q1421263","display_name":"Stormwater","level":3,"score":0.6432793736457825},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5979328155517578},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.48927590250968933},{"id":"https://openalex.org/C153400128","wikidata":"https://www.wikidata.org/wiki/Q3150731","display_name":"Infiltration (HVAC)","level":2,"score":0.44908684492111206},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.44078707695007324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3626883327960968},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1579599678516388},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.1006186306476593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08803445100784302},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isie.2018.8433758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2018.8433758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 27th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"},{"id":"pmh:vital:13481","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/166691","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.8500000238418579,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1490095204","https://openalex.org/W2002933867","https://openalex.org/W2006195702","https://openalex.org/W2011674622","https://openalex.org/W2035255272","https://openalex.org/W2041762900","https://openalex.org/W2067956508","https://openalex.org/W2100667239","https://openalex.org/W2100941955","https://openalex.org/W2129752599","https://openalex.org/W2153626145","https://openalex.org/W2325469088","https://openalex.org/W2372766293","https://openalex.org/W2473831212","https://openalex.org/W2911546748","https://openalex.org/W4234443178","https://openalex.org/W4250224875"],"related_works":["https://openalex.org/W2341984281","https://openalex.org/W4386383777","https://openalex.org/W4390373003","https://openalex.org/W2123358595","https://openalex.org/W2081516221","https://openalex.org/W2189404468","https://openalex.org/W4210926128","https://openalex.org/W2007854404","https://openalex.org/W2028169056","https://openalex.org/W1519163886"],"abstract_inverted_index":{"Stormwater":[0],"filtration":[1,83],"technologies":[2,84],"play":[3],"a":[4,52],"significant":[5],"role":[6],"in":[7,32,86,130],"improving":[8],"water":[9,14,34],"quality":[10],"and":[11,51,62,85],"making":[12],"treated":[13],"available":[15],"for":[16],"non-potable":[17],"uses.":[18],"However,":[19],"during":[20],"treatment":[21],"processes,":[22],"contaminants":[23],"such":[24],"as":[25],"suspended":[26],"solids":[27],"would":[28,77],"lead":[29],"to":[30,56,72,79,100],"clogging":[31,48,75,102],"storm":[33],"filters,":[35,50],"especially":[36],"those":[37],"with":[38,123],"high":[39],"infiltration":[40],"rates.":[41],"There":[42],"are":[43],"several":[44],"parameters":[45],"that":[46],"affect":[47],"of":[49,82,94,104],"major":[53],"challenge":[54],"is":[55],"understand":[57],"the":[58,80,92],"parameter":[59],"interdependencies,":[60],"correlations":[61],"their":[63],"individual":[64],"effects.":[65],"A":[66,117],"robust":[67],"methodology":[68],"is,":[69],"thus,":[70],"required":[71],"accurately":[73],"predict":[74,101],"which":[76],"contribute":[78],"development":[81],"predictive":[87],"maintenance.":[88],"This":[89],"research":[90],"employs":[91],"use":[93],"Artificial":[95],"Neural":[96],"Network":[97],"(ANN)":[98],"model":[99,122],"performance":[103],"stormwater":[105],"filters":[106],"under":[107],"different":[108],"operational":[109],"conditions":[110],"using":[111],"experimental":[112],"data":[113],"from":[114],"previous":[115],"work.":[116,133],"single":[118],"hidden":[119,125],"layer":[120,126],"ANN":[121],"19":[124],"neurons":[127],"was":[128],"developed":[129],"this":[131],"preliminary":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}