{"id":"https://openalex.org/W3112719162","doi":"https://doi.org/10.1109/isse49799.2020.9272240","title":"Economic Load Dispatch with Short-Term Wind Power: Machine Learning through Radial Basis Neural Network","display_name":"Economic Load Dispatch with Short-Term Wind Power: Machine Learning through Radial Basis Neural Network","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3112719162","doi":"https://doi.org/10.1109/isse49799.2020.9272240","mag":"3112719162"},"language":"en","primary_location":{"id":"doi:10.1109/isse49799.2020.9272240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isse49799.2020.9272240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Systems Engineering (ISSE)","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/A5101593882","display_name":"Xian Liu","orcid":"https://orcid.org/0000-0003-0075-0824"},"institutions":[{"id":"https://openalex.org/I102401767","display_name":"University of Arkansas at Little Rock","ror":"https://ror.org/04fttyv97","country_code":"US","type":"education","lineage":["https://openalex.org/I102401767"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xian Liu","raw_affiliation_strings":["Department of Systems Engineering, University of Arkansas, Little Rock, USA"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Arkansas, Little Rock, USA","institution_ids":["https://openalex.org/I102401767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101593882"],"corresponding_institution_ids":["https://openalex.org/I102401767"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13043557,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9998999834060669,"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/T10424","display_name":"Electric Power System Optimization","score":0.9998999834060669,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9945999979972839,"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/wind-power","display_name":"Wind power","score":0.7839889526367188},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6788390278816223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6663786768913269},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6474992036819458},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6311614513397217},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5740657448768616},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.546952486038208},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.5410107970237732},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4984261989593506},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.39727896451950073},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3439500629901886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3207274079322815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23692858219146729},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09769603610038757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09573045372962952}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7839889526367188},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6788390278816223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663786768913269},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6474992036819458},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6311614513397217},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5740657448768616},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.546952486038208},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.5410107970237732},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4984261989593506},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.39727896451950073},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3439500629901886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3207274079322815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23692858219146729},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09769603610038757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09573045372962952},{"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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/isse49799.2020.9272240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isse49799.2020.9272240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Systems Engineering (ISSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W604181985","https://openalex.org/W1524100745","https://openalex.org/W1528653255","https://openalex.org/W1569990960","https://openalex.org/W1571403844","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1738394416","https://openalex.org/W1972485395","https://openalex.org/W2050958060","https://openalex.org/W2075194837","https://openalex.org/W2101457442","https://openalex.org/W2112592051","https://openalex.org/W2149156031","https://openalex.org/W2160058123","https://openalex.org/W2162067990","https://openalex.org/W2469824847","https://openalex.org/W2799018399","https://openalex.org/W4212997115","https://openalex.org/W6631321490"],"related_works":["https://openalex.org/W1527081771","https://openalex.org/W3010864523","https://openalex.org/W3095929388","https://openalex.org/W2951731403","https://openalex.org/W2031918653","https://openalex.org/W292509278","https://openalex.org/W1528141314","https://openalex.org/W2799126388","https://openalex.org/W3216902187","https://openalex.org/W2905181627"],"abstract_inverted_index":{"In":[0,27],"economic":[1],"load":[2],"dispatch":[3],"(ELD)":[4],"complemented":[5],"by":[6,24,102],"wind":[7,59,71],"power,":[8],"it":[9],"is":[10,76,99,112],"highly":[11],"desirable":[12],"to":[13,18,37],"develop":[14],"a":[15,40],"quick":[16],"scheme":[17,75],"adjust":[19],"the":[20,32,62,79,96,104,107],"real":[21],"power":[22,43],"generated":[23],"thermal":[25],"units.":[26],"this":[28],"paper,":[29],"we":[30],"apply":[31],"machine":[33],"learning":[34],"(ML)":[35],"methodology":[36],"solve":[38],"such":[39],"problem.":[41],"Two":[42],"systems":[44],"are":[45,93],"chosen":[46],"as":[47],"case":[48],"studies.":[49],"The":[50,73],"first":[51],"system":[52,64],"consists":[53,65],"of":[54,66,87,109],"15":[55],"generators":[56,68],"and":[57,69,91],"100":[58],"turbines,":[60],"while":[61],"second":[63],"40":[67],"250":[70],"turbines.":[72],"ML":[74],"implemented":[77],"with":[78],"radial":[80],"basis":[81],"neural":[82],"network":[83],"(RBN).":[84],"All":[85],"stages":[86],"ML,":[88],"namely":[89],"training":[90],"testing,":[92],"covered":[94],"in":[95],"simulation.":[97],"It":[98],"shown":[100],"that,":[101],"using":[103],"trained":[105],"RBN,":[106],"time":[108],"solving":[110],"ELD":[111],"significantly":[113],"reduced.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
