{"id":"https://openalex.org/W4407376744","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863397","title":"Machine Learning-based Model to Estimate the Dynamic Hosting Capacity in Distribution Network","display_name":"Machine Learning-based Model to Estimate the Dynamic Hosting Capacity in Distribution Network","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4407376744","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863397"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope62998.2024.10863397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863397","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/A5114240186","display_name":"Meysam Asadi","orcid":null},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Meysam Asadi","raw_affiliation_strings":["Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium"],"affiliations":[{"raw_affiliation_string":"Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069275251","display_name":"Kamran Jalilpoor","orcid":"https://orcid.org/0000-0002-7329-6717"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kamran Jalilpoor","raw_affiliation_strings":["Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium"],"affiliations":[{"raw_affiliation_string":"Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059178506","display_name":"Robbert Claeys","orcid":"https://orcid.org/0000-0002-2474-9468"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Robbert Claeys","raw_affiliation_strings":["Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium"],"affiliations":[{"raw_affiliation_string":"Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061636613","display_name":"Jan Desmet","orcid":"https://orcid.org/0000-0002-1884-133X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan Desmet","raw_affiliation_strings":["Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium"],"affiliations":[{"raw_affiliation_string":"Ghent University,EELab/Lemcko,Department of Electromechanical, Systems and Metal Engineering,Kortrijk,Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114240186"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25325067,"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/T14276","display_name":"Power Systems and Technologies","score":0.989300012588501,"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/T14276","display_name":"Power Systems and Technologies","score":0.989300012588501,"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":0.983299970626831,"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/T14042","display_name":"Technology and Security Systems","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550841331481934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550841331481934}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgteurope62998.2024.10863397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863397","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"},{"id":"pmh:oai:archive.ugent.be:01JKXDXNPHRGN00R5F2MNQ1WNF","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01JKXDXNPHRGN00R5F2MNQ1WNF","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9798350390421","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2944567033","https://openalex.org/W2953818525","https://openalex.org/W3008813436","https://openalex.org/W3086096111","https://openalex.org/W3182098005","https://openalex.org/W4280582144","https://openalex.org/W4386922137","https://openalex.org/W4388169034","https://openalex.org/W6790645658"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,88,114],"efficient":[1],"and":[2,45,85,128,140],"reliable":[3],"operation":[4,129],"of":[5,31,39,108,120,130,138],"electrical":[6],"distribution":[7],"networks":[8],"(EDNs)":[9],"relies":[10],"on":[11,35,93,111],"enhancing":[12],"their":[13,46],"hosting":[14,29],"capacities":[15],"(HCs).":[16],"This":[17,69],"paper":[18],"introduces":[19],"a":[20],"machine":[21],"learning":[22],"(ML)":[23],"model":[24,54,70,123],"to":[25,74,124],"estimate":[26],"the":[27,36,66,94,100,106,112,117,121,126],"dynamic":[28],"capacity":[30],"an":[32],"EDN,":[33,98],"focusing":[34],"seamless":[37],"integration":[38,137],"air":[40],"source":[41],"heat":[42],"pumps":[43],"(ASHPs)":[44],"interaction":[47],"with":[48,62],"demand":[49],"response":[50],"programs.":[51],"A":[52],"predictive":[53],"has":[55,90],"been":[56,91],"developed":[57],"using":[58],"optimization":[59],"techniques":[60],"coupled":[61],"ML":[63],"algorithms,":[64],"including":[65],"Multilayer":[67],"Perceptron.":[68],"can":[71],"dynamically":[72],"adapt":[73],"parameter":[75],"variations,":[76],"such":[77],"as":[78],"substation":[79],"capacity,":[80],"outdoor":[81],"temperatures,":[82],"customer":[83],"engagement,":[84],"load":[86],"flexibility.":[87],"methodology":[89],"implemented":[92],"IEEE":[95],"33-bus":[96],"test":[97],"demonstrating":[99],"model\u2019s":[101],"proficiency":[102],"in":[103],"precisely":[104],"evaluating":[105],"impact":[107],"uncertain":[109],"parameters":[110],"HC.":[113],"results":[115],"prove":[116],"high":[118],"accuracy":[119],"designed":[122],"enhance":[125],"planning":[127],"modern":[131],"power":[132],"systems,":[133],"facilitating":[134],"more":[135],"effective":[136],"ASHPs":[139],"optimizing":[141],"grid":[142],"performance":[143],"under":[144],"diverse":[145],"scenarios.":[146]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
