{"id":"https://openalex.org/W4360584090","doi":"https://doi.org/10.1109/isgt51731.2023.10066348","title":"Integrating Learning and Physics based Computation for Fast Online Transient Analysis","display_name":"Integrating Learning and Physics based Computation for Fast Online Transient Analysis","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4360584090","doi":"https://doi.org/10.1109/isgt51731.2023.10066348"},"language":"en","primary_location":{"id":"doi:10.1109/isgt51731.2023.10066348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1984415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100326751","display_name":"Jiaming Li","orcid":"https://orcid.org/0000-0002-8520-4322"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaming Li","raw_affiliation_strings":["Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100919859","display_name":"Yue Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University,Department of Electrical and Computer Engineering,Stony Brook,NY,USA,11794","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077102418","display_name":"Meng Yue","orcid":"https://orcid.org/0000-0002-0743-3429"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meng Yue","raw_affiliation_strings":["Brookhaven National Laboratory,Interdisciplinary Science Department,Upton,NY,USA,11973"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory,Interdisciplinary Science Department,Upton,NY,USA,11973","institution_ids":["https://openalex.org/I200870766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0351,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66590555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"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/T10305","display_name":"Power System Optimization and Stability","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9995999932289124,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11416","display_name":"Numerical methods for differential equations","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7910829782485962},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.764590859413147},{"id":"https://openalex.org/keywords/parallelizable-manifold","display_name":"Parallelizable manifold","score":0.6662048101425171},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6473898887634277},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5825608372688293},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5749145746231079},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.43521595001220703},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4115648865699768},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4080316424369812},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.35112637281417847},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3379806876182556},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3375135064125061},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2777962386608124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16827592253684998}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7910829782485962},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.764590859413147},{"id":"https://openalex.org/C148047603","wikidata":"https://www.wikidata.org/wiki/Q1014612","display_name":"Parallelizable manifold","level":2,"score":0.6662048101425171},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6473898887634277},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5825608372688293},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5749145746231079},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.43521595001220703},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4115648865699768},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4080316424369812},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.35112637281417847},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3379806876182556},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3375135064125061},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2777962386608124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16827592253684998},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgt51731.2023.10066348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1984415","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1984415","pdf_url":"https://www.osti.gov/servlets/purl/1984415","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1984415","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1984415","pdf_url":"https://www.osti.gov/servlets/purl/1984415","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G241279073","display_name":null,"funder_award_id":"DE\u2010SC0012704","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2653402476","display_name":null,"funder_award_id":"N00014\u201022\u20101\u20102001","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4142110183","display_name":"Collaborative Research: Learning for Faster Computations to Enhance Efficiency and Security of Power System Operations","funder_award_id":"2025152","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4972998915","display_name":null,"funder_award_id":"Contract No: DESC0012704","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5633341255","display_name":null,"funder_award_id":"No. DE-SC0012704","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5765906131","display_name":null,"funder_award_id":"SC0012704.","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8771187290","display_name":null,"funder_award_id":"38456","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332357","display_name":"Office of Electricity Delivery and Energy Reliability","ror":"https://ror.org/03rd4h240"},{"id":"https://openalex.org/F4320333916","display_name":"Office of Electricity","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360584090.pdf","grobid_xml":"https://content.openalex.org/works/W4360584090.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W632782024","https://openalex.org/W2042337741","https://openalex.org/W2046412096","https://openalex.org/W2162061117","https://openalex.org/W2899283552","https://openalex.org/W2993645768","https://openalex.org/W3114000978","https://openalex.org/W3114146464","https://openalex.org/W3175282660"],"related_works":["https://openalex.org/W4285069850","https://openalex.org/W2891970004","https://openalex.org/W1996916724","https://openalex.org/W4240963716","https://openalex.org/W1974634278","https://openalex.org/W1596637634","https://openalex.org/W2321918740","https://openalex.org/W2154273227","https://openalex.org/W1850744708","https://openalex.org/W2057947873"],"abstract_inverted_index":{"A":[0],"novel":[1],"method":[2,30,83,105],"that":[3],"integrates":[4],"learning":[5],"and":[6,65,78,90,97,122],"physics":[7],"based":[8],"computation":[9,35,47],"is":[10,60],"developed":[11],"for":[12,36,53,62,106],"greatly":[13],"accelerating":[14],"the":[15,25,29,32,44,66,76,103,111],"simulation":[16],"of":[17,48,74,102,110,125],"full":[18],"power":[19,54,117],"system":[20,67],"transient":[21],"trajectories.":[22],"To":[23],"solve":[24],"dynamic":[26,34],"algebraic":[27,46],"equations,":[28],"replaces":[31],"time-consuming":[33],"generator":[37],"dynamics":[38],"with":[39],"trained":[40,61],"predictors,":[41],"while":[42],"retaining":[43],"time-efficient":[45],"solving":[49,79],"AC-power":[50],"flow":[51],"(PF)":[52],"systems.":[55],"In":[56],"particular,":[57],"a":[58,91],"predictor":[59],"each":[63],"generator,":[64],"trajectories":[68],"are":[69],"computed":[70],"by":[71],"alternating":[72],"steps":[73],"calling":[75],"predictors":[77],"AC-PF.":[80],"The":[81],"proposed":[82,104],"also":[84],"allows":[85],"fully":[86],"parallelizable":[87],"training":[88,95],"strategies":[89],"flexible":[92],"trade-off":[93],"between":[94],"time":[96],"testing":[98],"accuracy.":[99],"Comprehensive":[100],"evaluations":[101],"transient/dynamic":[107],"contingency":[108],"analysis":[109],"New":[112],"York/New":[113],"England":[114],"16-machine":[115],"68-bus":[116],"systems":[118],"demonstrate":[119],"excellent":[120],"performance":[121],"significant":[123],"acceleration":[124],"computation.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}