{"id":"https://openalex.org/W4401880600","doi":"https://doi.org/10.1109/icps59941.2024.10639993","title":"Physics-Informed Neural Network for Inertia Estimation of Power System with Inverter-Based Distributed Generation","display_name":"Physics-Informed Neural Network for Inertia Estimation of Power System with Inverter-Based Distributed Generation","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4401880600","doi":"https://doi.org/10.1109/icps59941.2024.10639993"},"language":"en","primary_location":{"id":"doi:10.1109/icps59941.2024.10639993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10639993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-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/A5048023730","display_name":"Osarodion E. Egbomwan","orcid":"https://orcid.org/0000-0001-8086-5554"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Osarodion E. Egbomwan","raw_affiliation_strings":["Carleton University,Department of Electronics,Ottawa,Ontario,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Electronics,Ottawa,Ontario,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682515","display_name":"Shichao Liu","orcid":"https://orcid.org/0000-0002-3163-161X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shichao Liu","raw_affiliation_strings":["Carleton University,Department of Electronics,Ottawa,Ontario,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Electronics,Ottawa,Ontario,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074897163","display_name":"Hicham Chaoui","orcid":"https://orcid.org/0000-0001-8728-3653"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hicham Chaoui","raw_affiliation_strings":["Carleton University,Department of Electronics,Ottawa,Ontario,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Electronics,Ottawa,Ontario,Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048023730"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":1.7756,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85262722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9976000189781189,"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":0.9976000189781189,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9972000122070312,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7203004360198975},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.6786916255950928},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.6265069246292114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5403194427490234},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.48682111501693726},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45142972469329834},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.39598628878593445},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3546731472015381},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3338543772697449},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.32991036772727966},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2801147699356079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2498098909854889},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17599135637283325},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1141863465309143}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7203004360198975},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.6786916255950928},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.6265069246292114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403194427490234},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.48682111501693726},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45142972469329834},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.39598628878593445},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3546731472015381},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3338543772697449},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.32991036772727966},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2801147699356079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2498098909854889},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17599135637283325},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1141863465309143},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icps59941.2024.10639993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10639993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8199999928474426,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2022197058","https://openalex.org/W2036988489","https://openalex.org/W2199118834","https://openalex.org/W2790132941","https://openalex.org/W2889414806","https://openalex.org/W2913716860","https://openalex.org/W2963848936","https://openalex.org/W2980926838","https://openalex.org/W2991352376","https://openalex.org/W3013801864","https://openalex.org/W3031644478","https://openalex.org/W3101879446","https://openalex.org/W3128168767","https://openalex.org/W3152571609","https://openalex.org/W3175656090","https://openalex.org/W4200052204","https://openalex.org/W4312923421","https://openalex.org/W4313055341","https://openalex.org/W4321636984","https://openalex.org/W4383502310"],"related_works":["https://openalex.org/W1979758163","https://openalex.org/W2294490033","https://openalex.org/W2367891013","https://openalex.org/W2007108787","https://openalex.org/W4386036352","https://openalex.org/W3213378276","https://openalex.org/W2077400647","https://openalex.org/W2084837496","https://openalex.org/W2009592572","https://openalex.org/W2103570580"],"abstract_inverted_index":{"Inertia":[0],"is":[1,95,122,135],"vital":[2],"to":[3,9,34,57,72,97,115],"guarantee":[4],"power":[5,11,41,79,117,126],"system":[6,36,42,74,142],"stability":[7,37],"and":[8,38,63,131],"improve":[10],"grid":[12,27,61],"operations,":[13],"especially":[14],"with":[15],"the":[16,40,60,90,93,98,102,113,116,125,138],"increasing":[17],"penetration":[18],"of":[19,26,66,68,92,101],"inverter-based":[20],"distributed":[21],"generation":[22],"(DG).":[23],"The":[24,108],"reconstruction":[25],"frequency":[28,62,69],"upon":[29],"contingencies":[30],"can":[31,111],"be":[32],"used":[33],"analyze":[35],"estimate":[39,73],"inertia":[43,46,75,121],"for":[44],"appropriate":[45],"control":[47],"design.":[48],"This":[49,133],"paper":[50],"proposed":[51,109],"a":[52,78,84],"physics-informed":[53,103],"neural":[54,104],"network":[55,105],"(PINN)":[56],"reconstruct":[58],"both":[59],"its":[64],"rate":[65],"change":[67],"(ROCOF)":[70],"required":[71],"by":[76],"solving":[77],"regulation":[80,118],"problem":[81],"formulated":[82],"as":[83],"partial":[85],"differential":[86],"equation":[87],"(PDE),":[88],"whereby":[89],"residual":[91],"PDE":[94],"added":[96],"loss":[99],"function":[100],"during":[106],"training.":[107],"PINN":[110],"learn":[112],"solution":[114],"problem.":[119],"System":[120],"estimated":[123],"from":[124],"perturbation":[127],"data,":[128],"reconstructed":[129],"frequency,":[130],"ROCOF.":[132],"method":[134],"validated":[136],"using":[137],"IEEE":[139],"39":[140],"bus":[141],"modelled":[143],"in":[144],"MATLAB/Simulink.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":8}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}