{"id":"https://openalex.org/W4390678195","doi":"https://doi.org/10.1109/icsrs59833.2023.10381467","title":"Critical Events Forecasting in Power Grids Operating Close to Margin","display_name":"Critical Events Forecasting in Power Grids Operating Close to Margin","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4390678195","doi":"https://doi.org/10.1109/icsrs59833.2023.10381467"},"language":"en","primary_location":{"id":"doi:10.1109/icsrs59833.2023.10381467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsrs59833.2023.10381467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th International Conference on System Reliability and Safety (ICSRS)","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/A5011793798","display_name":"Hamid Mirshekali","orcid":"https://orcid.org/0000-0002-1921-8830"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Hamid Mirshekali","raw_affiliation_strings":["SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark"],"affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","institution_ids":["https://openalex.org/I177969490"]},{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089265820","display_name":"Hamid Reza Shaker","orcid":"https://orcid.org/0000-0003-2858-8400"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hamid Reza Shaker","raw_affiliation_strings":["SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark"],"affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","institution_ids":["https://openalex.org/I177969490"]},{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030381354","display_name":"\u00c1thila Quaresma Santos","orcid":"https://orcid.org/0000-0001-9126-9299"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Athila Q. Santos","raw_affiliation_strings":["SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark"],"affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark,Odense M,Denmark","institution_ids":["https://openalex.org/I177969490"]},{"raw_affiliation_string":"SDU Center for Energy Informatics, University of Southern Denmark, Odense M, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011793798"],"corresponding_institution_ids":["https://openalex.org/I177969490"],"apc_list":null,"apc_paid":null,"fwci":0.1339,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4803899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9993000030517578,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9993000030517578,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.72260981798172},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6584803462028503},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6488127708435059},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6468086242675781},{"id":"https://openalex.org/keywords/critical-infrastructure","display_name":"Critical infrastructure","score":0.5349133610725403},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5202221274375916},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.48698410391807556},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4826824963092804},{"id":"https://openalex.org/keywords/electric-power","display_name":"Electric power","score":0.4392516613006592},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4294833540916443},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3105642795562744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21964743733406067},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19683238863945007},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17860835790634155}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.72260981798172},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6584803462028503},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6488127708435059},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6468086242675781},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.5349133610725403},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5202221274375916},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.48698410391807556},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4826824963092804},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.4392516613006592},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4294833540916443},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3105642795562744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21964743733406067},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19683238863945007},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17860835790634155},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsrs59833.2023.10381467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsrs59833.2023.10381467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th International Conference on System Reliability and Safety (ICSRS)","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/ee5662e7-921f-46d8-bbcb-616944627571","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/ee5662e7-921f-46d8-bbcb-616944627571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mirshekali, H, Shaker, H R & Santos, A Q 2023, Critical Events Forecasting in Power Grids Operating Close to Margin. in 2023 7th International Conference on System Reliability and Safety (ICSRS). IEEE, pp. 206-212, 2023 7th International Conference on System Reliability and Safety (ICSRS), Bologna, Italy, 22/11/2023. https://doi.org/10.1109/ICSRS59833.2023.10381467","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2124877376","https://openalex.org/W2178843752","https://openalex.org/W2531756634","https://openalex.org/W2565053249","https://openalex.org/W2898616093","https://openalex.org/W3010192349","https://openalex.org/W3019251610","https://openalex.org/W3116216252","https://openalex.org/W3133743901","https://openalex.org/W4281636506","https://openalex.org/W4285529828","https://openalex.org/W4319791845"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W2358318464","https://openalex.org/W2979236518","https://openalex.org/W3091955004"],"abstract_inverted_index":{"Strategic":[0],"investment":[1],"in":[2,19,38,69],"infrastructure":[3,39,44],"will":[4],"be":[5],"vital":[6],"for":[7,21,76,93],"ensuring":[8],"the":[9,16,70,103,148],"reliability":[10,53,104],"of":[11,105,143],"future":[12],"electrical":[13,71,106],"grids,":[14],"as":[15,122,145],"expected":[17],"surge":[18],"demand":[20],"electric":[22],"power":[23],"places":[24],"significant":[25],"pressure":[26],"on":[27],"existing":[28,43,115],"systems.":[29],"In":[30],"this":[31],"regard,":[32],"two":[33],"strategies":[34],"have":[35],"emerged:":[36],"investing":[37],"expansion":[40],"or":[41],"leveraging":[42],"by":[45,147],"developing":[46],"a":[47,66,74,90,140],"software-based":[48],"toolset":[49],"to":[50,101],"enhance":[51],"network":[52,133],"which":[54,84],"is":[55,73],"more":[56],"cost-effective.":[57],"Accurately":[58],"forecasting":[59],"critical":[60,95],"events":[61,96],"that":[62,108],"arise":[63],"from":[64],"passing":[65],"predefined":[67],"threshold":[68],"grid":[72],"prerequisite":[75],"undertaking":[77],"operation":[78],"and":[79,130],"maintenance":[80],"(O&M)":[81],"remedial":[82],"measures":[83],"increase":[85],"reliability.":[86],"This":[87],"paper":[88],"introduces":[89],"new":[91],"framework":[92,118,138],"predicting":[94],"using":[97,114],"artificial":[98],"intelligence":[99],"(AI)":[100],"improve":[102],"networks":[107],"operate":[109],"near":[110],"their":[111],"maximum":[112],"capacity":[113],"infrastructure.":[116],"The":[117,136],"integrates":[119],"techniques":[120],"such":[121],"wavelet":[123],"transformation,":[124],"particle":[125],"swarm":[126],"optimization":[127],"(PSO)":[128],"algorithm,":[129],"convolutional":[131],"neural":[132],"(CNN)":[134],"model.":[135],"proposed":[137],"achieved":[139],"high":[141],"level":[142],"accuracy,":[144],"demonstrated":[146],"evaluation":[149],"results.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}