{"id":"https://openalex.org/W4386090347","doi":"https://doi.org/10.1109/access.2023.3308053","title":"A Robust Hybrid Classical and Quantum Model for Short-Term Wind Speed Forecasting","display_name":"A Robust Hybrid Classical and Quantum Model for Short-Term Wind Speed Forecasting","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386090347","doi":"https://doi.org/10.1109/access.2023.3308053"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3308053","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308053","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227289.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227289.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101453079","display_name":"Ying\u2010Yi Hong","orcid":"https://orcid.org/0000-0002-9540-3931"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ying-Yi Hong","raw_affiliation_strings":["Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092678840","display_name":"Christine Joy E. Arce","orcid":"https://orcid.org/0009-0006-9819-2136"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Christine Joy E. Arce","raw_affiliation_strings":["Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107209137","display_name":"T. H. Huang","orcid":"https://orcid.org/0000-0002-6094-9731"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Wei Huang","raw_affiliation_strings":["Quantum Information Center, Chung Yuan Christian University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Quantum Information Center, Chung Yuan Christian University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101453079"],"corresponding_institution_ids":["https://openalex.org/I151221077"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9417,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91642583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"90811","last_page":"90824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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"}},"topics":[{"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7054256796836853},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6564662456512451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5496302247047424},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.44587212800979614},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3052993416786194},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14143291115760803},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08285823464393616}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7054256796836853},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6564662456512451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5496302247047424},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.44587212800979614},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3052993416786194},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14143291115760803},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08285823464393616}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3308053","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308053","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227289.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ff2bddae171c4acb838cbfedf2c4f66a","is_oa":true,"landing_page_url":"https://doaj.org/article/ff2bddae171c4acb838cbfedf2c4f66a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 90811-90824 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3308053","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308053","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227289.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9200000166893005}],"awards":[{"id":"https://openalex.org/G2185703477","display_name":null,"funder_award_id":"NSTC112-2119-M-033-001","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G6500757089","display_name":null,"funder_award_id":"NSTC 112-2218-E-008-011","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386090347.pdf","grobid_xml":"https://content.openalex.org/works/W4386090347.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1495476169","https://openalex.org/W2153263933","https://openalex.org/W2191329106","https://openalex.org/W2551806350","https://openalex.org/W2559394418","https://openalex.org/W2778436178","https://openalex.org/W2781738013","https://openalex.org/W2785521467","https://openalex.org/W2796293949","https://openalex.org/W2798434869","https://openalex.org/W2808628700","https://openalex.org/W2808979145","https://openalex.org/W2890330768","https://openalex.org/W2914030698","https://openalex.org/W2919841204","https://openalex.org/W2959898713","https://openalex.org/W2964052759","https://openalex.org/W2979841977","https://openalex.org/W2990961515","https://openalex.org/W3043097943","https://openalex.org/W3046194311","https://openalex.org/W3094656610","https://openalex.org/W3100931082","https://openalex.org/W3104962094","https://openalex.org/W3112907478","https://openalex.org/W3128504623","https://openalex.org/W3132743969","https://openalex.org/W3137372613","https://openalex.org/W3137520600","https://openalex.org/W3155640782","https://openalex.org/W3173713405","https://openalex.org/W3198075328","https://openalex.org/W4210586732","https://openalex.org/W4232533539","https://openalex.org/W4289606390","https://openalex.org/W6755964158","https://openalex.org/W6786837258","https://openalex.org/W6801252042"],"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/W2348064372","https://openalex.org/W2018410291"],"abstract_inverted_index":{"Power":[0],"scheduling":[1],"by":[2],"power":[3,20,25],"utilities":[4],"is":[5,55,118,129],"more":[6],"difficult":[7],"than":[8],"in":[9,105,123,149],"the":[10,59,100,124,126,138,141,153,167,178],"past":[11],"decades":[12],"because":[13],"of":[14,18,61,102,140],"a":[15,37,51,65,71,114],"high":[16],"penetration":[17],"renewable":[19],"generation,":[21,26],"such":[22,188],"as":[23,80,189],"wind":[24,43,164,169],"with":[27,90],"highly":[28,38],"uncertain":[29],"and":[30,70,156,202],"stochastic":[31],"characteristics.":[32],"To":[33],"address":[34],"this":[35,49],"issue,":[36],"accurate":[39],"technique":[40],"for":[41],"forecasting":[42],"speed":[44],"must":[45],"be":[46],"developed.":[47],"In":[48],"work,":[50],"hybrid":[52,181],"classical\u2013quantum":[53],"model":[54,183],"developed":[56],"to":[57,107,112,120,131,136,161],"exploit":[58],"advantages":[60],"two":[62],"powerful":[63],"models,":[64,187],"long":[66],"short-term":[67],"memory":[68],"(LSTM)":[69],"quantum":[72,82,96,103,109],"neural":[73,76],"network.":[74],"Quantum":[75],"networks,":[77],"also":[78],"known":[79],"parameterized":[81],"circuits,":[83],"act":[84],"like":[85],"machine":[86],"learning":[87],"models":[88],"but":[89],"greater":[91],"expressive":[92],"power.":[93],"They":[94],"comprise":[95],"gates":[97],"that":[98,117,177],"apply":[99],"principles":[101],"mechanics":[104],"order":[106],"achieve":[108],"advantage.":[110],"Additionally,":[111],"obtain":[113],"robust":[115,180],"design":[116],"insensitive":[119],"seasonal":[121],"changes":[122],"data,":[125],"Taguchi":[127],"method":[128],"used":[130,160],"set":[132,137],"up":[133],"orthogonal":[134],"experiments":[135],"hyperparameters":[139],"proposed":[142,179],"model.":[143],"Historical":[144],"data":[145],"from":[146],"seven":[147],"sites":[148],"various":[150],"countries":[151],"(Taiwan,":[152],"Philippines,":[154],"China,":[155],"South":[157],"Korea)":[158],"are":[159],"forecast":[162],"24-hour-ahead":[163],"speeds":[165],"at":[166],"Fuhai":[168],"farm":[170],"near":[171],"Taiwan.":[172],"Comparative":[173],"simulation":[174],"results":[175],"show":[176],"classical-quantum":[182],"outperforms":[184],"current":[185],"state-of-art":[186],"classical":[190,203],"nonlinear":[191],"autoregressive":[192],"network,":[193],"random":[194],"forest,":[195],"extreme":[196],"gradient":[197],"boosting,":[198],"support":[199],"vector":[200],"regression,":[201],"LSTM.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
