{"id":"https://openalex.org/W4360584161","doi":"https://doi.org/10.1109/isgt51731.2023.10066416","title":"High Performance Computing Reinforcement Learning Framework for Power System Control","display_name":"High Performance Computing Reinforcement Learning Framework for Power System Control","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4360584161","doi":"https://doi.org/10.1109/isgt51731.2023.10066416"},"language":"en","primary_location":{"id":"doi:10.1109/isgt51731.2023.10066416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","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/A5108295394","display_name":"Ivana Damjanovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivana Damjanovi\u0107","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Energy and Power Systems,Zagreb,Croatia","Dept. of Energy and Power Systems, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Energy and Power Systems,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Dept. of Energy and Power Systems, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057338107","display_name":"Ivica Pavi\u0107","orcid":"https://orcid.org/0000-0002-9087-3424"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivica Pavi\u0107","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Energy and Power Systems,Zagreb,Croatia","Dept. of Energy and Power Systems, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Energy and Power Systems,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Dept. of Energy and Power Systems, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004227278","display_name":"Mario Br\u010di\u0107","orcid":"https://orcid.org/0000-0002-7564-6805"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Mario Br\u010di\u0107","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Applied Computing,Zagreb,Croatia","Dept. of Applied Computing, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Dept. of Applied Computing,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Dept. of Applied Computing, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025200602","display_name":"Roko Jer\u010di\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I2800195167","display_name":"Croatian Academic and Research Network","ror":"https://ror.org/010hs8e42","country_code":"HR","type":"other","lineage":["https://openalex.org/I2800195167"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Roko Jer\u010di\u0107","raw_affiliation_strings":["Croatian Transmission System Operator,Secondary Systems Dept.,Zagreb,Croatia","Secondary Systems Dept., Croatian Transmission System Operator, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Croatian Transmission System Operator,Secondary Systems Dept.,Zagreb,Croatia","institution_ids":["https://openalex.org/I2800195167"]},{"raw_affiliation_string":"Secondary Systems Dept., Croatian Transmission System Operator, Zagreb, Croatia","institution_ids":["https://openalex.org/I2800195167"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4904,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97871947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"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":0.9983999729156494,"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":0.9983999729156494,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9983999729156494,"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":0.9980000257492065,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8906398415565491},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.795409083366394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7862236499786377},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7433418035507202},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5935903787612915},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5279912948608398},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5235809087753296},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48369818925857544},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.46824800968170166},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42280927300453186},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4132378101348877},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3583616018295288},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33914268016815186},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32055580615997314},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1889234185218811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18812668323516846},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18054914474487305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1144266426563263},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08547103404998779}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8906398415565491},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.795409083366394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862236499786377},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7433418035507202},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5935903787612915},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5279912948608398},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5235809087753296},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48369818925857544},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.46824800968170166},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42280927300453186},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4132378101348877},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3583616018295288},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33914268016815186},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32055580615997314},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1889234185218811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18812668323516846},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18054914474487305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1144266426563263},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08547103404998779},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt51731.2023.10066416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt51731.2023.10066416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310928","display_name":"Sveu\u010dili\u0161te u Zagrebu","ror":"https://ror.org/00mv6sv71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W207309682","https://openalex.org/W2036827313","https://openalex.org/W2591980212","https://openalex.org/W2761873684","https://openalex.org/W2892841407","https://openalex.org/W2904635416","https://openalex.org/W2972852318","https://openalex.org/W2994779380","https://openalex.org/W3048637452","https://openalex.org/W3108288031","https://openalex.org/W3117323062","https://openalex.org/W3189812399","https://openalex.org/W4214717370","https://openalex.org/W4296992075"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2011676020","https://openalex.org/W2000169967"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,72,89,99,103],"integration":[4],"of":[5,43,49,57,102],"a":[6,29,54],"power":[7,44],"system":[8,45,94],"simulator":[9],"and":[10,15,25,35,67],"reinforcement":[11],"learning":[12],"(RL)":[13],"tools":[14],"frameworks":[16,52],"is":[17,22,76,95],"presented.":[18],"A":[19],"proposed":[20,73,104],"framework":[21,30,74],"easily":[23],"applicable":[24],"can":[26],"serve":[27],"as":[28],"for":[31,78],"further":[32],"developing,":[33],"training,":[34],"benchmarking":[36],"RL":[37,51],"algorithms":[38,59],"on":[39],"more":[40],"complex":[41],"tasks":[42],"control.":[46],"The":[47,91],"usage":[48],"standard":[50],"enables":[53],"broad":[55],"range":[56],"state-of-the-art":[58],"to":[60,97],"be":[61],"implemented":[62],"with":[63],"high":[64],"performance,":[65],"scalability,":[66],"substantial":[68],"code":[69],"reuse.":[70],"Also,":[71],"design":[75],"suitable":[77],"scaling":[79],"onto":[80],"high-performance":[81],"computing":[82],"(HPC)":[83],"clusters":[84],"which":[85],"significantly":[86],"speeds":[87],"up":[88],"computation.":[90],"IEEE":[92],"14-bus":[93],"selected":[96],"show":[98],"simulation":[100],"results":[101],"method.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
