{"id":"https://openalex.org/W2103047204","doi":"https://doi.org/10.1109/ijcnn.2009.5179006","title":"Overhead conductor thermal dynamics identification by using Echo State Networks","display_name":"Overhead conductor thermal dynamics identification by using Echo State Networks","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2103047204","doi":"https://doi.org/10.1109/ijcnn.2009.5179006","mag":"2103047204"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2009.5179006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5179006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","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/A5101658102","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0003-1059-7704"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Yang","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105356524","display_name":"Ronald G. Harley","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald G. Harley","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011651188","display_name":"Deepak Divan","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak Divan","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054979012","display_name":"T.G. Habetler","orcid":"https://orcid.org/0000-0001-6598-2429"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas G. Habetler","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, 30332-0250, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101658102"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":5.3578,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95321415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"148","issue":null,"first_page":"3436","last_page":"3443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9948999881744385,"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/T10573","display_name":"Power Quality and Harmonics","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"}}],"keywords":[{"id":"https://openalex.org/keywords/conductor","display_name":"Conductor","score":0.6949684023857117},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6876211762428284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6070407032966614},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.48753759264945984},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4667041301727295},{"id":"https://openalex.org/keywords/overhead-line","display_name":"Overhead line","score":0.43644797801971436},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4348137378692627},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31228604912757874},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.30553603172302246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27789074182510376},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15091434121131897},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09872734546661377}],"concepts":[{"id":"https://openalex.org/C34800285","wikidata":"https://www.wikidata.org/wiki/Q5159395","display_name":"Conductor","level":2,"score":0.6949684023857117},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6876211762428284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6070407032966614},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.48753759264945984},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4667041301727295},{"id":"https://openalex.org/C2775861652","wikidata":"https://www.wikidata.org/wiki/Q110701","display_name":"Overhead line","level":2,"score":0.43644797801971436},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4348137378692627},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31228604912757874},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.30553603172302246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27789074182510376},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15091434121131897},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09872734546661377},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2009.5179006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5179006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1502680304","https://openalex.org/W1984481057","https://openalex.org/W2016589492","https://openalex.org/W2025971903","https://openalex.org/W2029826502","https://openalex.org/W2082369719","https://openalex.org/W2093234345","https://openalex.org/W2095941969","https://openalex.org/W2106478392","https://openalex.org/W2125781398","https://openalex.org/W2136893341","https://openalex.org/W2140139923","https://openalex.org/W2141230087","https://openalex.org/W2150354929","https://openalex.org/W2150355110","https://openalex.org/W6681937716","https://openalex.org/W6792316686","https://openalex.org/W7034522702"],"related_works":["https://openalex.org/W2899420506","https://openalex.org/W3112039675","https://openalex.org/W2863145157","https://openalex.org/W1605455230","https://openalex.org/W3111604547","https://openalex.org/W2982693921","https://openalex.org/W2037668826","https://openalex.org/W2184325704","https://openalex.org/W1642292833","https://openalex.org/W3186174598"],"abstract_inverted_index":{"Dramatic":[0],"reductions":[1],"in":[2,114,187],"sensor,":[3],"computing":[4],"and":[5,20,37,129,150,176,190],"communications":[6],"costs,":[7],"coupled":[8],"with":[9],"significant":[10],"performance":[11],"enhancements":[12],"has":[13],"increased":[14],"the":[15,41,51,67,83,87,90,109,125,133,138,148,165,173,179],"possibility":[16],"of":[17,40,44,63,70,137],"realizing":[18],"widely":[19],"massively":[21],"distributed":[22],"power":[23,53],"line":[24,35,54,139,188],"sensor":[25],"networks":[26],"(PLSNs)":[27],"to":[28,49,59,66,80,107,123,131,171,177,184],"monitor":[29],"utility":[30],"asset":[31],"status":[32],"for":[33,89,153,157],"enhancing":[34],"reliability":[36],"utilization.":[38],"One":[39],"important":[42],"applications":[43],"such":[45,154],"a":[46],"PLSN":[47],"is":[48,76,105,121,168],"evaluate":[50,132],"overhead":[52,71,110],"dynamic":[55,92,126,134],"current":[56,135,141,189],"capacity":[57,136],"down":[58],"dasiaper":[60],"spanpsila":[61],"level":[62],"granularity.":[64],"Due":[65],"inherent":[68],"non-linearity":[69],"conductor":[72,84,91,111,174,180],"thermal":[73,93,112,127,181],"behavior,":[74,128],"it":[75],"usually":[77],"quite":[78],"complex":[79],"directly":[81],"calculate":[82],"temperature.":[85],"Therefore":[86],"prediction":[88],"behavior":[94],"becomes":[95],"difficult.":[96],"In":[97],"this":[98,158],"work,":[99],"an":[100,155],"echo":[101],"state":[102],"network":[103],"(ESN)":[104],"proposed":[106],"identify":[108,178],"dynamics":[113,182],"real-time.":[115],"The":[116],"well":[117],"trained":[118],"ESN":[119,156,166],"model":[120,167],"used":[122],"predict":[124,172],"thus":[130],"under":[140],"ambient":[142,191],"weather":[143,192],"conditions.":[144,193],"This":[145],"paper":[146],"addresses":[147],"design":[149],"implementation":[151],"issues":[152],"specific":[159],"application.":[160],"Simulation":[161],"results":[162],"reveal":[163],"that":[164],"very":[169],"effective":[170],"temperature":[175],"subject":[183],"wide":[185],"variations":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}