{"id":"https://openalex.org/W2056573789","doi":"https://doi.org/10.1109/isie.2013.6563593","title":"Prediction of smart substations' network traffic based on improved particle swarm wavelet neural networks","display_name":"Prediction of smart substations' network traffic based on improved particle swarm wavelet neural networks","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2056573789","doi":"https://doi.org/10.1109/isie.2013.6563593","mag":"2056573789"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2013.6563593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2013.6563593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Industrial Electronics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100346183","display_name":"Jin Wang","orcid":"https://orcid.org/0000-0002-7638-8537"},"institutions":[{"id":"https://openalex.org/I1335486098","display_name":"Electric Power Research Institute","ror":"https://ror.org/02dqztz06","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335486098"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wang Jin","raw_affiliation_strings":["Hubei Electric Power Research Institute, Wuhan, China","[Hubei Electric Power Research Institute, Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Electric Power Research Institute, Wuhan, China","institution_ids":[]},{"raw_affiliation_string":"[Hubei Electric Power Research Institute, Wuhan, China]","institution_ids":["https://openalex.org/I1335486098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022017382","display_name":"Xia Yong-jun","orcid":null},"institutions":[{"id":"https://openalex.org/I1335486098","display_name":"Electric Power Research Institute","ror":"https://ror.org/02dqztz06","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335486098"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xia Yong-jun","raw_affiliation_strings":["Hubei Electric Power Research Institute, Wuhan, China","[Hubei Electric Power Research Institute, Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Electric Power Research Institute, Wuhan, China","institution_ids":[]},{"raw_affiliation_string":"[Hubei Electric Power Research Institute, Wuhan, China]","institution_ids":["https://openalex.org/I1335486098"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1335486098"],"apc_list":null,"apc_paid":null,"fwci":0.936,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69581523,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9969000220298767,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9969000220298767,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9940999746322632,"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6665194630622864},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.6490319967269897},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6460778117179871},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5137749314308167},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.507722020149231},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4796224534511566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45725148916244507},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4272926449775696},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42430832982063293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.41862404346466064},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3389291763305664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17797768115997314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15907368063926697},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07100185751914978}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6665194630622864},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.6490319967269897},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6460778117179871},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5137749314308167},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.507722020149231},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4796224534511566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45725148916244507},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4272926449775696},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42430832982063293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41862404346466064},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3389291763305664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17797768115997314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15907368063926697},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07100185751914978},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2013.6563593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2013.6563593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Industrial Electronics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1907706552","https://openalex.org/W2026097810","https://openalex.org/W2074070103","https://openalex.org/W2132433228","https://openalex.org/W2143348739","https://openalex.org/W2161867031","https://openalex.org/W2994601916"],"related_works":["https://openalex.org/W2539674285","https://openalex.org/W1998322187","https://openalex.org/W1038122923","https://openalex.org/W2952514781","https://openalex.org/W3019210376","https://openalex.org/W2391145594","https://openalex.org/W2326572623","https://openalex.org/W1559320887","https://openalex.org/W2284606164","https://openalex.org/W2966229283"],"abstract_inverted_index":{"Compared":[0],"with":[1],"traditional":[2,17],"substation,":[3],"smart":[4,64,103,130],"substations":[5],"has":[6],"process":[7,41],"layer":[8],"network,":[9,80],"which":[10,71,122],"functions":[11],"as":[12],"the":[13,37,43,58,90,112,119,125,137],"secondary":[14],"circuit":[15],"of":[16,40,48,60,63,102,118,129,140],"substation":[18,131],"protection":[19,27,50],"an":[20,33],"d":[21],"is":[22,72,81],"actually":[23],"equivalent":[24],"to":[25,57,86],"relay":[26,49],"and":[28,46,94,98,110,115,127,135],"automatic":[29],"safety":[30],"devices.":[31],"Once":[32],"exception":[34],"occurs":[35],"in":[36,83],"network":[38,61,67,91,96,132],"traffic":[39,62,68,133],"layer,":[42],"reliability,":[44],"rapidity":[45,128],"agility":[47],"action":[51],"will":[52],"be":[53],"affected":[54],"instantly.":[55],"According":[56],"characteristics":[59],"substations,":[65],"a":[66],"prediction":[69,120,134],"model,":[70,121],"based":[73],"on":[74],"improved":[75],"particle":[76],"swarm":[77],"wavelet":[78],"neural":[79],"proposed":[82],"this":[84],"paper":[85],"assist":[87],"decision-making":[88],"for":[89],"performance":[92],"analysis":[93],"prediction,":[95],"failures":[97],"virus":[99],"invasion":[100],"warning":[101],"substations.":[104],"Experiments":[105],"have":[106],"been":[107],"carried":[108],"out":[109],"validated":[111],"high":[113],"accuracy":[114,126],"fast":[116],"convergence":[117],"could":[123],"improve":[124],"ensure":[136],"safe":[138],"operation":[139],"grid.":[141]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
