{"id":"https://openalex.org/W3010064516","doi":null,"title":"Deep Reinforcement Learning-Based Robust Protection in Electric Distribution Grids.","display_name":"Deep Reinforcement Learning-Based Robust Protection in Electric Distribution Grids.","publication_year":2020,"publication_date":"2020-03-05","ids":{"openalex":"https://openalex.org/W3010064516","mag":"3010064516"},"language":"en","primary_location":{"id":"mag:3010064516","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.02422","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.02422","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076468974","display_name":"Dongqi Wu","orcid":"https://orcid.org/0000-0002-0238-6088","observed_orcids":["https://orcid.org/0000-0002-0238-6088"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongqi Wu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0238-6088","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053096993","display_name":"Dileep M. Kalathil","orcid":"https://orcid.org/0000-0001-7968-5185","observed_orcids":["https://orcid.org/0000-0001-7968-5185","https://orcid.org/0000-0002-7403-4006"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dileep Kalathil","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7968-5185","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048219277","display_name":"Le Xie","orcid":"https://orcid.org/0000-0002-9810-948X","observed_orcids":["https://orcid.org/0000-0002-9810-948X","https://orcid.org/0009-0002-3079-8052"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le Xie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":1.0,"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/T10305","display_name":"Power System Optimization and Stability","score":9.999999747378752e-05,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.0,"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/deep-reinforcement-learning","display_name":"deep reinforcement learning","score":0.8999999761581421},{"id":"https://openalex.org/keywords/electric-distribution-grid","display_name":"electric distribution grid","score":0.9210000038146973},{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.9629999995231628},{"id":"https://openalex.org/keywords/overcurrent-protection","display_name":"overcurrent protection","score":0.9810000061988831},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"distributed generation","score":0.8880000114440918},{"id":"https://openalex.org/keywords/fault-impedance","display_name":"fault impedance","score":0.8519999980926514},{"id":"https://openalex.org/keywords/communication-free-control","display_name":"communication-free control","score":0.7900000214576721},{"id":"https://openalex.org/keywords/opendss","display_name":"OpenDSS","score":0.5600000023841858},{"id":"https://openalex.org/keywords/ieee-34-node-test-feeder","display_name":"IEEE 34-node test feeder","score":0.7760000228881836},{"id":"https://openalex.org/keywords/ieee-123-node-test-feeder","display_name":"IEEE 123-node test feeder","score":0.9769999980926514}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8450974225997925},{"id":"https://openalex.org/C47949032","wikidata":"https://www.wikidata.org/wiki/Q663542","display_name":"Overcurrent","level":3,"score":0.7473208904266357},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.7206203937530518},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6869962215423584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6059390902519226},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.478469580411911},{"id":"https://openalex.org/C2412688","wikidata":"https://www.wikidata.org/wiki/Q503732","display_name":"Protective relay","level":4,"score":0.44237440824508667},{"id":"https://openalex.org/C38361682","wikidata":"https://www.wikidata.org/wiki/Q1756067","display_name":"Power-system protection","level":4,"score":0.43447256088256836},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41119813919067383},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3096621036529541},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3081050515174866},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.26537519693374634},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1740817427635193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1605936884880066},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3010064516","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.02422","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"mag:3010064516","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.02422","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Affordable and clean energy","score":0.571399986743927,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1497347107","https://openalex.org/W1981125830","https://openalex.org/W2051310439","https://openalex.org/W2062286591","https://openalex.org/W2117750133","https://openalex.org/W2121863487","https://openalex.org/W2133553827","https://openalex.org/W2145339207","https://openalex.org/W2165662380","https://openalex.org/W2171715296","https://openalex.org/W2755062058","https://openalex.org/W2762654164","https://openalex.org/W2791866886","https://openalex.org/W2819090824","https://openalex.org/W2883550421","https://openalex.org/W2909078234","https://openalex.org/W2940346687","https://openalex.org/W2979982637","https://openalex.org/W3011869043","https://openalex.org/W3100789280"],"related_works":["https://openalex.org/W4293333801","https://openalex.org/W3011869043","https://openalex.org/W7160384625","https://openalex.org/W4310175355","https://openalex.org/W4210623715","https://openalex.org/W7203452743","https://openalex.org/W4210539500","https://openalex.org/W7223322127","https://openalex.org/W7140115822","https://openalex.org/W7131793335"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,62],"Deep":[4],"Reinforcement":[5],"Learning":[6],"based":[7],"control":[8,13,24],"architecture":[9],"for":[10],"protective":[11,22],"relay":[12,23,78],"in":[14,21,35,82],"power":[15,53],"distribution":[16],"systems.":[17],"The":[18,38,76],"key":[19],"challenge":[20],"is":[25,46,68,80],"to":[26,74],"quickly":[27],"and":[28,57,72,89,93,104],"accurately":[29],"detect":[30],"faults":[31],"from":[32,97],"other":[33],"disturbances":[34],"the":[36,86,98],"system.":[37],"performance":[39,96],"of":[40,100],"widely-used":[41],"traditional":[42],"overcurrent":[43],"protection":[44],"scheme":[45],"limited":[47],"by":[48],"factors":[49],"including":[50],"distributed":[51],"generations,":[52],"electronic":[54],"interfaced":[55],"devices":[56],"fault":[58],"impedance.":[59],"We":[60],"propose":[61],"deep":[63],"reinforcement":[64],"learning":[65],"approach":[66],"that":[67],"highly":[69],"accurate,":[70],"communication-free":[71],"easy":[73],"implement.":[75],"proposed":[77],"design":[79],"tested":[81],"OpenDSS":[83],"simulation":[84],"on":[85],"IEEE":[87],"34-node":[88],"123-node":[90],"test":[91],"feeders":[92],"demonstrated":[94],"excellent":[95],"aspect":[99],"failure":[101],"rate,":[102],"robustness":[103],"response":[105],"speed.":[106]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2020-03-13T00:00:00"}
