{"id":"https://openalex.org/W4412446438","doi":"https://doi.org/10.1109/med64031.2025.11073255","title":"Critical Clearing Time Computation in Power System Transient Stability Analysis: a Physics-Informed Neural Network approach","display_name":"Critical Clearing Time Computation in Power System Transient Stability Analysis: a Physics-Informed Neural Network approach","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4412446438","doi":"https://doi.org/10.1109/med64031.2025.11073255"},"language":"en","primary_location":{"id":"doi:10.1109/med64031.2025.11073255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med64031.2025.11073255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 33rd Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11573/1743030","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013342081","display_name":"Emanuele De Santis","orcid":"https://orcid.org/0000-0003-1011-9737"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Emanuele De Santis","raw_affiliation_strings":["Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185"],"affiliations":[{"raw_affiliation_string":"Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047403004","display_name":"Mohab M. H. Atanasious","orcid":"https://orcid.org/0009-0001-7354-4952"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mohab M. H. Atanasious","raw_affiliation_strings":["Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185"],"affiliations":[{"raw_affiliation_string":"Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045634105","display_name":"Francesco Liberati","orcid":"https://orcid.org/0000-0001-9170-2304"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Liberati","raw_affiliation_strings":["Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185"],"affiliations":[{"raw_affiliation_string":"Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065509286","display_name":"Alessandro Di Giorgio","orcid":"https://orcid.org/0000-0002-4171-526X"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Di Giorgio","raw_affiliation_strings":["Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185"],"affiliations":[{"raw_affiliation_string":"Sapienza University fo Rome,Department of Computer, Control and Management Engineering,Rome,Italy,00185","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013342081"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19309998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"648","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9994000196456909,"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/T11254","display_name":"Fluid Dynamics and Vibration Analysis","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.6281886696815491},{"id":"https://openalex.org/keywords/clearing","display_name":"Clearing","score":0.6181789040565491},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.6123361587524414},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5262795090675354},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5253176689147949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.502129077911377},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4879423975944519},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.46960222721099854},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4148537218570709},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3776536285877228},{"id":"https://openalex.org/keywords/transient-response","display_name":"Transient response","score":0.3703688383102417},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.33973991870880127},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3373924493789673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26718777418136597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20558342337608337},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1861797273159027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16363462805747986},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1304246187210083},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11762279272079468},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08591175079345703}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6281886696815491},{"id":"https://openalex.org/C134697681","wikidata":"https://www.wikidata.org/wiki/Q1609677","display_name":"Clearing","level":2,"score":0.6181789040565491},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6123361587524414},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5262795090675354},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5253176689147949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.502129077911377},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4879423975944519},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.46960222721099854},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4148537218570709},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3776536285877228},{"id":"https://openalex.org/C85761212","wikidata":"https://www.wikidata.org/wiki/Q1974593","display_name":"Transient response","level":2,"score":0.3703688383102417},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.33973991870880127},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3373924493789673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26718777418136597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20558342337608337},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1861797273159027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16363462805747986},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1304246187210083},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11762279272079468},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08591175079345703},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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/med64031.2025.11073255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med64031.2025.11073255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 33rd Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1743030","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1743030","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1743030","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1743030","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W607713943","https://openalex.org/W1509227760","https://openalex.org/W2807040120","https://openalex.org/W2899283552","https://openalex.org/W3114000978","https://openalex.org/W3193076486","https://openalex.org/W3203701738","https://openalex.org/W4226336068","https://openalex.org/W4281624873","https://openalex.org/W4287113351","https://openalex.org/W4309955173","https://openalex.org/W4310153797","https://openalex.org/W4362543619","https://openalex.org/W4378469105","https://openalex.org/W4380237914","https://openalex.org/W4384283676","https://openalex.org/W6751834733","https://openalex.org/W6798221501","https://openalex.org/W6847117747","https://openalex.org/W6852720116"],"related_works":["https://openalex.org/W2386042020","https://openalex.org/W2758798772","https://openalex.org/W2081338125","https://openalex.org/W2171916062","https://openalex.org/W4406350055","https://openalex.org/W4239924455","https://openalex.org/W2001630809","https://openalex.org/W777979701","https://openalex.org/W2014796125","https://openalex.org/W4244925124"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"original":[4],"application":[5],"of":[6,14,32,39,47,60,63,65,89,96],"physics-informed":[7],"neural":[8],"networks":[9],"(PINN)":[10],"to":[11,42,57,118],"the":[12,16,30,45,58,61,73,87,92,97,103,107,120],"problem":[13,80],"computing":[15],"critical":[17,93],"clearing":[18,94,111],"time":[19,95],"in":[20,37,75],"power":[21],"system":[22,51,98,104],"rotor-angle":[23],"transient":[24],"stability":[25],"studies.":[26],"We":[27,70],"first":[28],"analyze":[29],"accuracy":[31],"a":[33,48,76,101],"properly":[34],"trained":[35],"PINN":[36,74],"terms":[38],"its":[40,66],"ability":[41],"correctly":[43],"reproduce":[44],"dynamics":[46],"generator-infinite":[49],"bus":[50],"evolving":[52],"from":[53],"initial":[54],"conditions":[55],"next":[56],"boundary":[59],"region":[62,88],"attraction":[64],"unique":[67],"stable":[68],"equilibrium.":[69],"then":[71],"integrate":[72],"mixed-integer":[77],"linear":[78],"programming":[79],"that,":[81],"assuming":[82],"no":[83],"prior":[84],"knowledge":[85],"about":[86],"attraction,":[90],"provides":[91],"and,":[99],"as":[100],"by-product,":[102],"trajectories":[105],"characterizing":[106],"full":[108],"fault":[109],"and":[110],"process.":[112],"The":[113],"simulation":[114],"results":[115],"are":[116],"presented":[117],"validate":[119],"proposed":[121],"approach.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
