{"id":"https://openalex.org/W4407361898","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863287","title":"Extending AC Security Constrained Optimal Power Flow for Low Inertia Systems with Artificial Neural Network-based Frequency Stability Constraints","display_name":"Extending AC Security Constrained Optimal Power Flow for Low Inertia Systems with Artificial Neural Network-based Frequency Stability Constraints","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4407361898","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863287"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope62998.2024.10863287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","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/A5053848877","display_name":"Mohammad Iman Alizadeh","orcid":"https://orcid.org/0000-0003-1997-8298"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Mohammad Iman Alizadeh","raw_affiliation_strings":["Luxembourg Institute of Science and Technology,Sustainable Energy Systems,Esch sur Alzette,Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology,Sustainable Energy Systems,Esch sur Alzette,Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030440309","display_name":"Florin Capitanescu","orcid":"https://orcid.org/0000-0002-1991-465X"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Florin Capitanescu","raw_affiliation_strings":["Luxembourg Institute of Science and Technology,Sustainable Energy Systems,Esch sur Alzette,Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology,Sustainable Energy Systems,Esch sur Alzette,Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030473983","display_name":"Pedro Barbeiro","orcid":"https://orcid.org/0000-0002-0899-1043"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro P. Barbeiro","raw_affiliation_strings":["Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048970154","display_name":"J. Gouveia","orcid":"https://orcid.org/0000-0001-8520-9281"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Gouveia","raw_affiliation_strings":["Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003767675","display_name":"Carlos Moreira","orcid":"https://orcid.org/0000-0001-9108-4921"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos L. Moreira","raw_affiliation_strings":["Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043722698","display_name":"Filipe Soares","orcid":"https://orcid.org/0000-0002-0750-5058"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Soares","raw_affiliation_strings":["Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Computing Engineering,Technology and Science,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23445568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.9891999959945679,"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":0.9891999959945679,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9789999723434448,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7027241587638855},{"id":"https://openalex.org/keywords/power-flow","display_name":"Power flow","score":0.6727595329284668},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.6687721014022827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5978289246559143},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5905576348304749},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5630283951759338},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.45410215854644775},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.43810662627220154},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.42024803161621094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19064176082611084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1561051607131958},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09564974904060364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07601699233055115}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7027241587638855},{"id":"https://openalex.org/C2986056383","wikidata":"https://www.wikidata.org/wiki/Q556030","display_name":"Power flow","level":4,"score":0.6727595329284668},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.6687721014022827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5978289246559143},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5905576348304749},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5630283951759338},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.45410215854644775},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.43810662627220154},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.42024803161621094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19064176082611084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1561051607131958},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09564974904060364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07601699233055115},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope62998.2024.10863287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1521492382","https://openalex.org/W2105653794","https://openalex.org/W2344264352","https://openalex.org/W2731174101","https://openalex.org/W2888916820","https://openalex.org/W2972172223","https://openalex.org/W3027105970","https://openalex.org/W3088092098","https://openalex.org/W3089439909","https://openalex.org/W3130889352","https://openalex.org/W3133338969","https://openalex.org/W4388856191","https://openalex.org/W6720188751"],"related_works":["https://openalex.org/W1979758163","https://openalex.org/W2294490033","https://openalex.org/W4386036352","https://openalex.org/W3213378276","https://openalex.org/W2077400647","https://openalex.org/W2009592572","https://openalex.org/W1985052846","https://openalex.org/W603259671","https://openalex.org/W2319506513","https://openalex.org/W2070261081"],"abstract_inverted_index":{"Frequency":[0],"stability":[1,35],"in":[2,71],"inverter-based":[3],"renewable":[4],"energy":[5],"sources":[6],"(RES)-dominated,":[7],"low-inertia,":[8],"power":[9,66],"systems":[10],"is":[11],"a":[12,18,61],"timely":[13],"challenge.":[14],"This":[15],"paper":[16],"employs":[17],"systematic":[19],"approach,":[20],"utilizing":[21],"an":[22],"artificial":[23],"neural":[24],"network":[25],"(ANN)":[26],"and":[27,38],"dynamic":[28],"simulation,":[29],"to":[30,99],"infer":[31],"two":[32],"key":[33],"frequency":[34,43,102],"indicators:":[36],"nadir":[37],"rate":[39],"of":[40,42,78],"change":[41],"(RoCoF).":[44],"By":[45],"reformulating":[46],"the":[47,72,79,83,89,93,101],"ANN":[48],"mathematical":[49],"model,":[50],"these":[51],"indicators":[52],"are":[53],"then":[54],"integrated":[55],"as":[56],"mixed-integer":[57],"non-linear":[58],"constraints":[59],"into":[60],"classical":[62],"AC":[63],"security-constrained":[64],"optimal":[65],"flow":[67],"(AC":[68],"SCOPF),":[69],"resulting":[70],"proposed":[73,80],"AC-F-SCOPF":[74,81],"problem.":[75],"The":[76],"results":[77],"on":[82],"IEEE":[84],"39-bus":[85],"system":[86],"show":[87],"that":[88],"problem":[90],"identifies":[91],"accurately":[92],"synchronous":[94],"condensers":[95],"which":[96],"must":[97],"run":[98],"ensure":[100],"stability.":[103]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
