{"id":"https://openalex.org/W4389383489","doi":"https://doi.org/10.1109/tsg.2023.3337392","title":"Reliability Evaluation of Park-Level Electricity-Hydrogen Systems Using Explainable Graph Neural Network","display_name":"Reliability Evaluation of Park-Level Electricity-Hydrogen Systems Using Explainable Graph Neural Network","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389383489","doi":"https://doi.org/10.1109/tsg.2023.3337392"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2023.3337392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3337392","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/A5056628738","display_name":"Binrui Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Binrui Cao","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-5149-8756","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044682371","display_name":"Xiong Wu","orcid":"https://orcid.org/0000-0002-2878-1668"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Wu","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-2878-1668","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100439025","display_name":"Xiuli Wang","orcid":"https://orcid.org/0000-0001-8237-3887"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuli Wang","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056628738"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":4.0078,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93957489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"15","issue":"3","first_page":"3316","last_page":"3328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9998000264167786,"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":0.9994000196456909,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9965999722480774,"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/reliability","display_name":"Reliability (semiconductor)","score":0.6938184499740601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6902320981025696},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6680580973625183},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.602843165397644},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6017446517944336},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5226114392280579},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5011200904846191},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4967404007911682},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48009517788887024},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4729078710079193},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.45974594354629517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43778595328330994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4335479140281677},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.23197224736213684},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21731269359588623},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1640375256538391}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6938184499740601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6902320981025696},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6680580973625183},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.602843165397644},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6017446517944336},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5226114392280579},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5011200904846191},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4967404007911682},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48009517788887024},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4729078710079193},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.45974594354629517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43778595328330994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4335479140281677},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.23197224736213684},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21731269359588623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1640375256538391},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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":1,"locations":[{"id":"doi:10.1109/tsg.2023.3337392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3337392","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2019583062","https://openalex.org/W2172339876","https://openalex.org/W2236274921","https://openalex.org/W2615240337","https://openalex.org/W2750881003","https://openalex.org/W2752812705","https://openalex.org/W2760010937","https://openalex.org/W2791723688","https://openalex.org/W2797732511","https://openalex.org/W2802887772","https://openalex.org/W2807693160","https://openalex.org/W2891769965","https://openalex.org/W2898094156","https://openalex.org/W2899364589","https://openalex.org/W2909967461","https://openalex.org/W2969987863","https://openalex.org/W2977735486","https://openalex.org/W2977854028","https://openalex.org/W3004048057","https://openalex.org/W3015842589","https://openalex.org/W3040906831","https://openalex.org/W3045892001","https://openalex.org/W3159296886","https://openalex.org/W3175043817","https://openalex.org/W3182546273","https://openalex.org/W3189393753","https://openalex.org/W3209376793","https://openalex.org/W3213333510","https://openalex.org/W4200033149","https://openalex.org/W4214562971","https://openalex.org/W4220903767","https://openalex.org/W4226113707","https://openalex.org/W4241079583","https://openalex.org/W4281263605","https://openalex.org/W4285278603","https://openalex.org/W4285299331","https://openalex.org/W4291653179","https://openalex.org/W4308903306","https://openalex.org/W4312940192","https://openalex.org/W4312967989","https://openalex.org/W4313153954","https://openalex.org/W4384400852","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2738656338","https://openalex.org/W2603787370","https://openalex.org/W2555400967","https://openalex.org/W3214759741","https://openalex.org/W3174876210","https://openalex.org/W2388458847","https://openalex.org/W3126697728"],"abstract_inverted_index":{"Integrating":[0],"hydrogen":[1],"into":[2],"electricity":[3],"systems":[4],"has":[5],"been":[6],"regarded":[7],"as":[8],"a":[9,114],"promising":[10],"way":[11],"to":[12,44,62,94],"promote":[13],"sustainable":[14],"developments.":[15],"However,":[16],"traditional":[17],"methods":[18],"of":[19,30,51,67,74,124],"reliability":[20,49],"evaluation":[21,50,107,141],"are":[22,28,60,81,104,111,137],"time-consuming":[23],"and":[24,47,78],"existing":[25],"machine-learning-based":[26],"approaches":[27],"lack":[29],"transparency.":[31],"Therefore,":[32],"in":[33],"this":[34],"study,":[35],"an":[36],"explainable":[37,48,126],"graph":[38,57],"neural":[39],"network":[40],"(GNN)":[41],"is":[42,92],"proposed":[43,85,93],"achieve":[45],"fast":[46],"park-level":[52],"electricityhydrogen":[53],"system":[54],"(PEHS).":[55],"Specifically,":[56],"convolutional":[58],"layers":[59],"adopted":[61],"capture":[63],"the":[64,71,84,102,106,122,125,130,140],"spreading":[65],"influence":[66],"components":[68,103,136],"based":[69],"on":[70,113],"connection":[72],"structure":[73],"PEHS.":[75],"The":[76,119],"training":[77],"testing":[79],"data":[80],"generated":[82],"using":[83],"Monte-Carlosimulation-based":[86],"method.":[87],"A":[88],"feature":[89],"selection":[90],"algorithm":[91],"provide":[95],"local":[96,131],"explanations":[97,132],"which":[98,135],"show":[99,134],"how":[100],"important":[101,138],"for":[105,139],"results.":[108,142],"Simulation":[109],"studies":[110],"conducted":[112],"revised":[115],"IEEE":[116],"33-bus":[117],"system.":[118],"results":[120],"verify":[121],"effectiveness":[123],"GNN.":[127],"In":[128],"addition,":[129],"can":[133]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-30T09:04:40.226872","created_date":"2025-10-10T00:00:00"}
