{"id":"https://openalex.org/W2901022724","doi":"https://doi.org/10.1145/3284103.3284115","title":"Risk evaluation of urban water distribution network pipes using neural network","display_name":"Risk evaluation of urban water distribution network pipes using neural network","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2901022724","doi":"https://doi.org/10.1145/3284103.3284115","mag":"2901022724"},"language":"en","primary_location":{"id":"doi:10.1145/3284103.3284115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3284103.3284115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience","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/A5057482906","display_name":"Yanying Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138233","display_name":"Beijing Urban Systems Engineering Research Center","ror":"https://ror.org/03cxfcq46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138233"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanying Yang","raw_affiliation_strings":["Beijing Research Center of Urban Systems Engineering, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Center of Urban Systems Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210138233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112279824","display_name":"Yonghua Han","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghua Han","raw_affiliation_strings":["Research Center for urban operation safety, Beijing, China and Department of Engineering physics, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Center for urban operation safety, Beijing, China and Department of Engineering physics, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100582918","display_name":"Jianchun Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianchun Zheng","raw_affiliation_strings":["Beijing Key Laboratory of Operation Safety of Gas, Heating and Underground Pipelines, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Operation Safety of Gas, Heating and Underground Pipelines, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426887","display_name":"Jingjing Wang","orcid":"https://orcid.org/0000-0002-9691-4936"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["Beijing Key Laboratory of Operation Safety of Gas, Heating and Underground Pipelines, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Operation Safety of Gas, Heating and Underground Pipelines, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108832797","display_name":"Ming Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138233","display_name":"Beijing Urban Systems Engineering Research Center","ror":"https://ror.org/03cxfcq46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138233"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zhao","raw_affiliation_strings":["Beijing Research Center of Urban Systems Engineering, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Center of Urban Systems Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210138233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101589681","display_name":"Wei Zhu","orcid":"https://orcid.org/0000-0002-5966-9206"},"institutions":[{"id":"https://openalex.org/I4210138233","display_name":"Beijing Urban Systems Engineering Research Center","ror":"https://ror.org/03cxfcq46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138233"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhu","raw_affiliation_strings":["Beijing Research Center of Urban Systems Engineering, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Center of Urban Systems Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210138233"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057482906"],"corresponding_institution_ids":["https://openalex.org/I4210138233"],"apc_list":null,"apc_paid":null,"fwci":0.2244,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59285049,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9991000294685364,"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":0.9991000294685364,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9089999794960022,"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":0.6737704873085022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5769200325012207},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4986295700073242},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33760181069374084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26538676023483276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10100692510604858}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6737704873085022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5769200325012207},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4986295700073242},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33760181069374084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26538676023483276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10100692510604858},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3284103.3284115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3284103.3284115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.6299999952316284,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2011995986","https://openalex.org/W2279127960","https://openalex.org/W2353953571"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"To":[0],"identify":[1],"the":[2,18,31,35,39,44,56,60,65,76,80,87],"high-risk":[3],"areas":[4],"of":[5,27,38,59,79],"urban":[6],"water":[7],"supply":[8],"network,":[9],"a":[10],"neural":[11],"network":[12],"model":[13,88],"is":[14,89],"established":[15],"based":[16],"on":[17],"accident":[19,32,40,77],"records":[20],"collected":[21],"by":[22],"Beijing":[23],"grid":[24],"management.":[25],"Impacts":[26],"buildings,":[28],"roads":[29],"around":[30],"site,":[33],"and":[34,55],"time":[36],"information":[37],"were":[41,50],"included":[42],"in":[43],"model.":[45],"In":[46],"total":[47],"13":[48],"factors":[49],"used":[51],"as":[52,64],"input":[53],"parameters,":[54],"risk":[57,68,78,95],"coefficient":[58],"pipes":[61],"was":[62,72],"specified":[63],"output.":[66],"A":[67],"amplification":[69],"rate":[70],"(RAR)":[71],"introduced":[73],"to":[74,91],"characterize":[75],"regional":[81],"pipes.":[82],"The":[83],"results":[84],"show":[85],"that":[86],"able":[90],"effectively":[92],"predict":[93],"high":[94],"regions.":[96]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}