{"id":"https://openalex.org/W7123338511","doi":"https://doi.org/10.1109/tsg.2026.3651521","title":"A Waterlogging Defense Strategy With Cross-Domain Data-Driven Risk Prediction for Coupled Power and Drainage Systems","display_name":"A Waterlogging Defense Strategy With Cross-Domain Data-Driven Risk Prediction for Coupled Power and Drainage Systems","publication_year":2026,"publication_date":"2026-01-12","ids":{"openalex":"https://openalex.org/W7123338511","doi":"https://doi.org/10.1109/tsg.2026.3651521"},"language":null,"primary_location":{"id":"doi:10.1109/tsg.2026.3651521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2026.3651521","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-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/A5014610457","display_name":"Yingping Cao","orcid":"https://orcid.org/0009-0002-1172-2204"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yingping Cao","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0009-0002-1172-2204","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122909496","display_name":"Bin Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhou","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-1376-4531","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060716627","display_name":"Yanfu Jiang","orcid":null},"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":"Yanfu Jiang","raw_affiliation_strings":["Faculty of Engineering, Monash University, Clayton, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kuan Zhang","orcid":"https://orcid.org/0000-0001-8427-046X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuan Zhang","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8427-046X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375979","display_name":"Yuxuan Wang","orcid":"https://orcid.org/0000-0002-1649-6974"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Wang","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695977","display_name":"Canbing Li","orcid":"https://orcid.org/0000-0001-9116-7487"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Canbing Li","raw_affiliation_strings":["Key Laboratory of Control of Power Transmission and Conversion, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9116-7487","affiliations":[{"raw_affiliation_string":"Key Laboratory of Control of Power Transmission and Conversion, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122880718","display_name":"Da Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Xu","raw_affiliation_strings":["School of Automation, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5819-9142","affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122883640","display_name":"Yi Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yi Yu","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-3911-0253","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122866206","display_name":"Chi Yung Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi Yung Chung","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-6607-2240","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.531,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98501424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"17","issue":"4","first_page":"3139","last_page":"3153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.13539999723434448,"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":0.13539999723434448,"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/T10305","display_name":"Power System Optimization and Stability","score":0.12389999628067017,"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"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.11710000038146973,"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/drainage","display_name":"Drainage","score":0.5178999900817871},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.4934000074863434},{"id":"https://openalex.org/keywords/waterlogging","display_name":"Waterlogging (archaeology)","score":0.4887999892234802},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.36410000920295715},{"id":"https://openalex.org/keywords/maintenance-actions","display_name":"Maintenance actions","score":0.3560999929904938},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3547999858856201},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.34700000286102295},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.3239000141620636}],"concepts":[{"id":"https://openalex.org/C67592535","wikidata":"https://www.wikidata.org/wiki/Q7481320","display_name":"Drainage","level":2,"score":0.5178999900817871},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.4934000074863434},{"id":"https://openalex.org/C202583358","wikidata":"https://www.wikidata.org/wiki/Q17143140","display_name":"Waterlogging (archaeology)","level":3,"score":0.4887999892234802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4860000014305115},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C2778814095","wikidata":"https://www.wikidata.org/wiki/Q6736790","display_name":"Maintenance actions","level":2,"score":0.3560999929904938},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3547999858856201},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3456999957561493},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3188000023365021},{"id":"https://openalex.org/C4311470","wikidata":"https://www.wikidata.org/wiki/Q159719","display_name":"Power station","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.30070000886917114},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.28780001401901245},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2766000032424927},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.27149999141693115},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C17674248","wikidata":"https://www.wikidata.org/wiki/Q285451","display_name":"Drainage system (geomorphology)","level":3,"score":0.2662999927997589},{"id":"https://openalex.org/C97053079","wikidata":"https://www.wikidata.org/wiki/Q1061108","display_name":"Water supply","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.2587999999523163}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2026.3651521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2026.3651521","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7251564860343933,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1914196620","display_name":null,"funder_award_id":"52277091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6705204139","display_name":null,"funder_award_id":"52407099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330181","display_name":"State Key Laboratory of Food Science and Technology, Nanchang University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,51],"frequent":[1],"occurrence":[2],"of":[3,16,46,73,86,166],"rainstorm-induced":[4],"waterlogging":[5,30,91,97,118],"has":[6],"brought":[7],"new":[8],"requirements":[9],"and":[10,21,42,49,58,77,90,133,175],"challenges":[11],"to":[12,38,63,109],"the":[13,40,87,111,140,164,167,172],"safe":[14],"operation":[15],"urban":[17,22],"power":[18,43,88],"systems":[19,24],"(UPSs)":[20],"drainage":[23,59],"(UDSs).":[25],"This":[26],"paper":[27],"proposes":[28],"a":[29,102,151],"defense":[31],"strategy":[32,169],"with":[33,101,143],"cross-domain":[34,103],"data-driven":[35,96],"risk":[36,45,98],"prediction":[37,99],"reduce":[39],"flooding":[41],"outage":[44,113],"coupled":[47,131],"UPSs":[48,116,132],"UDSs.":[50],"optimal":[52],"pre-positioning":[53],"locations":[54],"for":[55,83,130],"mobile":[56],"generators":[57],"vehicles":[60],"are":[61,81],"determined":[62],"improve":[64],"emergency":[65,127],"preparedness":[66],"before":[67],"extreme":[68],"rainfall,":[69],"while":[70],"synergistic":[71],"dispatching":[72],"UPS":[74],"network":[75],"reconfiguration":[76],"dispersed":[78],"sluice-pump-reservoir":[79],"clusters":[80],"performed":[82],"service":[84],"restoration":[85],"supply":[89],"prevention":[92],"during":[93],"rainstorms.":[94],"A":[95],"model":[100,142],"attention":[104],"fusion":[105],"module":[106],"is":[107],"developed":[108],"estimate":[110],"potential":[112],"scale":[114],"in":[115,170],"under":[117],"threats":[119],"by":[120,156],"integrating":[121],"space-air-ground":[122],"multi-source":[123],"data.":[124],"To":[125],"boost":[126],"decision-making":[128],"efficiency":[129],"UDSs,":[134],"an":[135],"equivalent":[136],"representation":[137],"method":[138],"reformulates":[139],"UDS":[141],"nonlinear":[144],"hydrodynamic":[145],"partial":[146],"differential":[147],"equations":[148],"(PDEs)":[149],"into":[150],"general":[152],"state":[153],"distribution":[154],"matrix":[155],"eliminating":[157],"intermediate":[158],"variables.":[159],"Comparative":[160],"results":[161],"have":[162],"validated":[163],"superiority":[165],"proposed":[168],"mitigating":[171],"load":[173],"curtailment":[174],"inundation":[176],"depth.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-24T06:17:17.354583","created_date":"2026-01-14T00:00:00"}