{"id":"https://openalex.org/W4401247915","doi":"https://doi.org/10.1109/jcsse61278.2024.10613655","title":"Leak Signal Collection and Classification in Water Pipelines Using Resource-Constrained Devices","display_name":"Leak Signal Collection and Classification in Water Pipelines Using Resource-Constrained Devices","publication_year":2024,"publication_date":"2024-06-19","ids":{"openalex":"https://openalex.org/W4401247915","doi":"https://doi.org/10.1109/jcsse61278.2024.10613655"},"language":"en","primary_location":{"id":"doi:10.1109/jcsse61278.2024.10613655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jcsse61278.2024.10613655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE)","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/A5106251514","display_name":"Ratchapol Chantarachote","orcid":null},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ratchapol Chantarachote","raw_affiliation_strings":["Kasetsart University,Faculty of Engineering,Department of Computer Engineering,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Faculty of Engineering,Department of Computer Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032107128","display_name":"Natchapol Charuwimolkul","orcid":null},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Natchapol Charuwimolkul","raw_affiliation_strings":["Kasetsart University,Faculty of Engineering,Department of Water Resources Engineering,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Faculty of Engineering,Department of Water Resources Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028749628","display_name":"Chaiporn Jaikaeo","orcid":"https://orcid.org/0000-0002-6400-1323"},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chaiporn Jaikaeo","raw_affiliation_strings":["Kasetsart University,Faculty of Engineering,Department of Computer Engineering,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Faculty of Engineering,Department of Computer Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022130281","display_name":"Adichai Pornprommin","orcid":"https://orcid.org/0000-0002-7522-4477"},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Adichai Pornprommin","raw_affiliation_strings":["Kasetsart University,Faculty of Engineering,Department of Water Resources Engineering,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Faculty of Engineering,Department of Water Resources Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I198105771"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13030289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"137","issue":null,"first_page":"455","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.998199999332428,"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":0.998199999332428,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9182999730110168,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.7722806930541992},{"id":"https://openalex.org/keywords/leak","display_name":"Leak","score":0.6346864104270935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.614499032497406},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5710960626602173},{"id":"https://openalex.org/keywords/leak-detection","display_name":"Leak detection","score":0.567815363407135},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47427257895469666},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.40379413962364197},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.30307453870773315},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28571009635925293},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0986177921295166},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.08651840686798096}],"concepts":[{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.7722806930541992},{"id":"https://openalex.org/C2780378346","wikidata":"https://www.wikidata.org/wiki/Q1349983","display_name":"Leak","level":2,"score":0.6346864104270935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614499032497406},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5710960626602173},{"id":"https://openalex.org/C2987355568","wikidata":"https://www.wikidata.org/wiki/Q4420957","display_name":"Leak detection","level":3,"score":0.567815363407135},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47427257895469666},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.40379413962364197},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.30307453870773315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28571009635925293},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0986177921295166},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.08651840686798096},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcsse61278.2024.10613655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jcsse61278.2024.10613655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2897111782","https://openalex.org/W2952000217","https://openalex.org/W3014761651","https://openalex.org/W3042060287","https://openalex.org/W3158329401","https://openalex.org/W3167938468","https://openalex.org/W3193828983","https://openalex.org/W4235715500","https://openalex.org/W4280619699","https://openalex.org/W4281661498","https://openalex.org/W4291015853","https://openalex.org/W4324091415","https://openalex.org/W6851916332"],"related_works":["https://openalex.org/W2357422790","https://openalex.org/W4213010826","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/W2152530389"],"abstract_inverted_index":{"Water":[0],"leakage":[1],"poses":[2],"a":[3,75,96,108,140],"critical":[4],"threat":[5],"to":[6,79,127],"water":[7,129],"distribution":[8],"systems.":[9],"This":[10,91,122],"research":[11],"addresses":[12],"leak":[13,23,120],"detection":[14],"by":[15,131],"investigating":[16],"the":[17,102,125],"correlation":[18],"between":[19],"acoustic":[20],"signatures":[21],"and":[22,32,43,52,58,66,82,135],"severity.":[24],"A":[25],"resource-constrained":[26],"system":[27,123],"(utilizing":[28],"LoRa":[29],"with":[30,54],"SF12":[31],"coding":[33],"rate":[34],"4/5)":[35],"is":[36],"developed":[37],"for":[38,118,139],"large-scale":[39],"deployment,":[40],"emphasizing":[41],"affordability":[42],"low":[44],"maintenance.":[45],"Convolutional":[46],"Neural":[47],"Networks":[48],"(CNNs)":[49],"are":[50],"utilized,":[51],"experiments":[53],"Spectrogram,":[55,57],"Mel":[56,67,113],"MFCCs":[59,73,105],"features":[60],"provide":[61],"crucial":[62],"insights.":[63],"While":[64],"Spectrogram":[65,68],"enable":[69],"highly":[70],"accurate":[71],"classification,":[72],"offer":[74],"compact":[76],"representation":[77],"(up":[78],"90%":[80],"reduction)":[81],"significantly":[83],"faster":[84],"transmission":[85],"times":[86,89],"(over":[87],"10":[88],"faster).":[90],"size":[92],"reduction":[93],"comes":[94],"at":[95],"cost":[97],"in":[98,101],"accuracy,":[99],"but":[100],"2-class":[103],"model,":[104],"remain":[106],"within":[107],"10%":[109],"accuracy":[110],"difference":[111],"from":[112],"Spectrograms,":[114],"making":[115],"them":[116],"well-suited":[117],"initial":[119],"screening.":[121],"has":[124],"potential":[126],"optimize":[128],"management":[130],"proactively":[132],"identifying":[133],"leaks":[134],"enabling":[136],"targeted":[137],"maintenance":[138],"more":[141],"sustainable":[142],"network.":[143]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}