{"id":"https://openalex.org/W4406620177","doi":"https://doi.org/10.1145/3704814.3704836","title":"Application of multi-input multi-output prediction model to reactor accident parameters prediction","display_name":"Application of multi-input multi-output prediction model to reactor accident parameters prediction","publication_year":2024,"publication_date":"2024-11-28","ids":{"openalex":"https://openalex.org/W4406620177","doi":"https://doi.org/10.1145/3704814.3704836"},"language":"en","primary_location":{"id":"doi:10.1145/3704814.3704836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704814.3704836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5055596195","display_name":"Zhifei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhifei Chen","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-3035-1488","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091743920","display_name":"Wenshun Duan","orcid":"https://orcid.org/0000-0003-3735-469X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenshun Duan","raw_affiliation_strings":["School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-3735-469X","affiliations":[{"raw_affiliation_string":"School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10876","display_name":"Fault Detection and Control Systems","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11357","display_name":"Risk and Safety Analysis","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.602859616279602},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.4933392107486725},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32774481177330017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18958336114883423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.602859616279602},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.4933392107486725},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32774481177330017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18958336114883423},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704814.3704836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704814.3704836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2294097774","https://openalex.org/W3217590849","https://openalex.org/W4206638758","https://openalex.org/W4311474518","https://openalex.org/W4312534333","https://openalex.org/W4361199213","https://openalex.org/W4385404098","https://openalex.org/W4388984183","https://openalex.org/W4390069785","https://openalex.org/W4392436975","https://openalex.org/W4396637330","https://openalex.org/W4401873128"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,119,126],"meet":[3],"the":[4,28,42,85,97,101,110,113,122,133,138,142,149],"requirement":[5],"of":[6,37,52,67,87,100,112,141],"multiple":[7],"target":[8],"parameters":[9],"prediction":[10,17,65,88,91,98,159],"under":[11,105],"reactor":[12,40],"accident,":[13],"a":[14],"multi-input":[15,57,156],"multi-output":[16,58,157],"model":[18,59,102,160],"based":[19],"on":[20,27,77],"recurrent":[21,69],"neural":[22],"network":[23],"is":[24,103,117,124],"proposed.":[25],"Based":[26],"data":[29],"samples":[30],"from":[31,84],"protected":[32],"transient":[33],"overpower":[34],"(PTOP)":[35],"accidents":[36],"lead-bismuth":[38],"fast":[39],"NCLFR-Oil,":[41],"mass":[43,150],"flow":[44,151],"rate,":[45],"core":[46,114,134],"outlet":[47,115,135],"temperature":[48,51,116,136,140],"and":[49,72,82,90,121,137],"maximum":[50,139],"cladding":[53,143],"were":[54],"predicted":[55],"by":[56],"coupled":[60],"multivariable":[61],"optimization":[62],"algorithm.":[63],"The":[64,93,155],"effects":[66],"gated":[68],"unit":[70],"(GRU)":[71],"long":[73],"short-term":[74],"memory":[75],"(LSTM)":[76],"different":[78],"variables":[79],"are":[80],"compared":[81],"analyzed":[83],"aspects":[86],"accuracy":[89],"time.":[92],"results":[94],"show":[95],"that":[96],"effect":[99],"acceptable":[104],"multi-target":[106],"conditions,":[107],"in":[108,161],"which":[109],"MAPE":[111],"up":[118,125],"0.162%,":[120],"RMSE":[123],"0.798\u2103.":[127],"What's":[128],"more,":[129],"GRU":[130],"can":[131,147],"predict":[132,148],"better,":[144],"while":[145],"LSTM":[146],"rate":[152],"more":[153,165],"accurately.":[154],"parameter":[158],"this":[162],"paper":[163],"has":[164],"practical":[166],"significance":[167],"for":[168],"engineering":[169],"application.":[170]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
