{"id":"https://openalex.org/W2984334883","doi":"https://doi.org/10.1109/tsg.2019.2950844","title":"Data-Driven Transmission Defense Planning Against Extreme Weather Events","display_name":"Data-Driven Transmission Defense Planning Against Extreme Weather Events","publication_year":2019,"publication_date":"2019-10-31","ids":{"openalex":"https://openalex.org/W2984334883","doi":"https://doi.org/10.1109/tsg.2019.2950844","mag":"2984334883"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2019.2950844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2019.2950844","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/A5100778538","display_name":"Jiahao Yan","orcid":"https://orcid.org/0000-0002-5160-3341"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahao Yan","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5160-3341","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028864691","display_name":"Bo Hu","orcid":"https://orcid.org/0000-0002-0844-3303"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Hu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-0844-3303","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017941662","display_name":"Kaigui Xie","orcid":"https://orcid.org/0000-0002-7057-4304"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaigui Xie","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7057-4304","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053628439","display_name":"Junjie Tang","orcid":"https://orcid.org/0000-0003-3066-3211"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Tang","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3066-3211","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013178600","display_name":"Heng\u2010Ming Tai","orcid":"https://orcid.org/0000-0002-0162-7492"},"institutions":[{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heng-Ming Tai","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Tulsa, Tulsa, USA"],"raw_orcid":"https://orcid.org/0000-0002-0162-7492","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Tulsa, Tulsa, USA","institution_ids":["https://openalex.org/I87208437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100778538"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":4.9719,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.94950331,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"3","first_page":"2257","last_page":"2270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9991999864578247,"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9991999864578247,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9975000023841858,"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/survivability","display_name":"Survivability","score":0.7414484620094299},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779739260673523},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.638895571231842},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6047857999801636},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5397025942802429},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.434770405292511},{"id":"https://openalex.org/keywords/extreme-weather","display_name":"Extreme weather","score":0.4166543185710907},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4160628914833069},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.4126221537590027},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36274588108062744},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2925313711166382},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21037742495536804}],"concepts":[{"id":"https://openalex.org/C2781133158","wikidata":"https://www.wikidata.org/wiki/Q1088669","display_name":"Survivability","level":2,"score":0.7414484620094299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779739260673523},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.638895571231842},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6047857999801636},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5397025942802429},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.434770405292511},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.4166543185710907},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4160628914833069},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.4126221537590027},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36274588108062744},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2925313711166382},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21037742495536804},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2019.2950844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2019.2950844","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":[{"id":"https://metadata.un.org/sdg/13","score":0.8199999928474426,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G4307689497","display_name":null,"funder_award_id":"51677011","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W775021449","https://openalex.org/W1570220941","https://openalex.org/W1912159143","https://openalex.org/W1986293382","https://openalex.org/W1996774007","https://openalex.org/W2051613411","https://openalex.org/W2054804813","https://openalex.org/W2106006633","https://openalex.org/W2106664131","https://openalex.org/W2111952202","https://openalex.org/W2131116400","https://openalex.org/W2136782285","https://openalex.org/W2148534455","https://openalex.org/W2153623027","https://openalex.org/W2154622554","https://openalex.org/W2326634955","https://openalex.org/W2343419487","https://openalex.org/W2365813708","https://openalex.org/W2503431744","https://openalex.org/W2541531926","https://openalex.org/W2548423666","https://openalex.org/W2574294662","https://openalex.org/W2590207545","https://openalex.org/W2604739525","https://openalex.org/W2753819198","https://openalex.org/W2767288477","https://openalex.org/W2794998479","https://openalex.org/W2795032369","https://openalex.org/W2796089809","https://openalex.org/W2884116188","https://openalex.org/W2887782738","https://openalex.org/W2904860672","https://openalex.org/W2909131611","https://openalex.org/W2917783100","https://openalex.org/W2964289666","https://openalex.org/W6732367725","https://openalex.org/W7071106663"],"related_works":["https://openalex.org/W2387494004","https://openalex.org/W2162492390","https://openalex.org/W2350417149","https://openalex.org/W2036372418","https://openalex.org/W2545190132","https://openalex.org/W2114587117","https://openalex.org/W212597372","https://openalex.org/W4246907349","https://openalex.org/W4401914125","https://openalex.org/W2484263418"],"abstract_inverted_index":{"Ensuring":[0],"the":[1,7,15,32,43,46,87,95,104,112,117,158],"resilience":[2,35,48],"of":[3,17,45,59,98,126,138],"power":[4,33],"system":[5,34,74,127,150],"is":[6,120,130],"prerequisite":[8],"for":[9],"maintaining":[10],"its":[11,141],"normal":[12],"operation":[13],"after":[14],"occurrence":[16],"natural":[18],"disasters.":[19],"This":[20],"paper":[21],"proposes":[22],"a":[23,123,147,162],"data-driven":[24],"transmission":[25],"defense":[26,164],"planning":[27],"(DTDP)":[28],"model":[29],"to":[30,64,93,132,167],"address":[31],"issue":[36],"against":[37],"extreme":[38],"weather":[39],"events.":[40],"DTDP":[41,60,139,159],"enables":[42],"determination":[44],"optimal":[47],"enhancement":[49],"portfolio,":[50],"including":[51],"line":[52],"hardening":[53],"and":[54,72,86,111,140,151],"construction.":[55],"The":[56,69,136,154],"target":[57],"events":[58],"are":[61,77,91,144],"selected":[62,88],"according":[63],"survivability":[65,71],"based":[66],"severity":[67],"indices.":[68],"component":[70],"post-disaster":[73],"failure":[75,128],"state":[76],"treated":[78],"as":[79],"random":[80],"variables":[81],"in":[82],"two":[83],"separate":[84],"levels,":[85],"historical":[89],"data":[90],"used":[92],"construct":[94],"confidence":[96],"sets":[97],"their":[99],"ambiguous":[100],"probability":[101],"distribution.":[102],"Thus,":[103],"man-made":[105],"uncertainty":[106],"budget":[107],"can":[108,160],"be":[109],"avoided":[110],"expected":[113],"economic":[114],"loss":[115],"under":[116],"worst-case":[118],"distribution":[119],"minimized.":[121],"Moreover,":[122],"sparsification":[124],"method":[125,143],"states":[129],"designed":[131],"boost":[133],"computational":[134],"efficiency.":[135],"effectiveness":[137],"solution":[142],"verified":[145],"on":[146],"six-bus":[148],"test":[149],"RTS-79":[152],"system.":[153],"results":[155],"demonstrate":[156],"that":[157],"obtain":[161],"better":[163],"plan":[165],"compared":[166],"other":[168],"optimization":[169],"techniques.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
