{"id":"https://openalex.org/W2900913482","doi":"https://doi.org/10.3390/en11113108","title":"Modeling and Synchronous Optimization of Pump Turbine Governing System Using Sparse Robust Least Squares Support Vector Machine and Hybrid Backtracking Search Algorithm","display_name":"Modeling and Synchronous Optimization of Pump Turbine Governing System Using Sparse Robust Least Squares Support Vector Machine and Hybrid Backtracking Search Algorithm","publication_year":2018,"publication_date":"2018-11-10","ids":{"openalex":"https://openalex.org/W2900913482","doi":"https://doi.org/10.3390/en11113108","mag":"2900913482"},"language":"en","primary_location":{"id":"doi:10.3390/en11113108","doi":"https://doi.org/10.3390/en11113108","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en11113108","pdf_url":"https://www.mdpi.com/1996-1073/11/11/3108/pdf?version=1542710196","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1996-1073/11/11/3108/pdf?version=1542710196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075103342","display_name":"Chu Zhang","orcid":"https://orcid.org/0000-0002-4516-2754","observed_orcids":["https://orcid.org/0000-0002-4516-2754"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chu Zhang","raw_affiliation_strings":["College of Automation, Huaiyin Institute of Technology, Huaian 223003, China","School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Huaiyin Institute of Technology, Huaian 223003, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067733745","display_name":"Chaoshun Li","orcid":"https://orcid.org/0000-0003-1664-5877","observed_orcids":["https://orcid.org/0000-0003-1664-5877"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chaoshun Li","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tian Peng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Peng","raw_affiliation_strings":["College of Automation, Huaiyin Institute of Technology, Huaian 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Huaiyin Institute of Technology, Huaian 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074393642","display_name":"Xin Tao Xia","orcid":"https://orcid.org/0000-0002-2259-7982","observed_orcids":["https://orcid.org/0000-0002-2259-7982"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Xia","raw_affiliation_strings":["College of Automation, Huaiyin Institute of Technology, Huaian 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Huaiyin Institute of Technology, Huaian 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103024604","display_name":"Xiaoming Xue","orcid":"https://orcid.org/0000-0003-2866-0871","observed_orcids":["https://orcid.org/0000-0003-2866-0871"]},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huai'an University","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Xue","raw_affiliation_strings":["College of Automation, Huaiyin Institute of Technology, Huaian 223003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Huaiyin Institute of Technology, Huaian 223003, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073062193","display_name":"Wenlong Fu","orcid":"https://orcid.org/0000-0003-4084-1085","observed_orcids":["https://orcid.org/0000-0003-4084-1085"]},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Fu","raw_affiliation_strings":["College of Electrical Engineering &amp; New Energy, China Three Gorges University, Yichang 443002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering &amp; New Energy, China Three Gorges University, Yichang 443002, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101695482","display_name":"Jianzhong Zhou","orcid":"https://orcid.org/0000-0003-4435-3118","observed_orcids":["https://orcid.org/0000-0003-4435-3118","https://orcid.org/0000-0003-3824-6252"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhong Zhou","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067733745","https://openalex.org/A5075103342"],"corresponding_institution_ids":["https://openalex.org/I4210153869","https://openalex.org/I47720641"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":1.2759,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79178941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"11","issue":"11","first_page":"3108","last_page":"3108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.4966000020503998,"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/T11236","display_name":"Control Systems and Identification","score":0.4966000020503998,"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/T12676","display_name":"Machine Learning and ELM","score":0.12929999828338623,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.06120000034570694,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/pumped-storage-power-plant","display_name":"pumped storage power station","score":0.7120000123977661},{"id":"https://openalex.org/keywords/system-identification","display_name":"system identification","score":0.5870000123977661},{"id":"https://openalex.org/keywords/robustness-to-noise-and-outliers","display_name":"noise and outlier robustness","score":0.8410000205039978},{"id":"https://openalex.org/keywords/kernel-parameter-optimization","display_name":"kernel parameter optimization","score":0.7300000190734863},{"id":"https://openalex.org/keywords/regularization-parameter-optimization","display_name":"regularization parameter optimization","score":0.8980000019073486}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6133891940116882},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6101166009902954},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.583153486251831},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5484460592269897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5253985524177551},{"id":"https://openalex.org/C156884757","wikidata":"https://www.wikidata.org/wiki/Q798554","display_name":"Backtracking","level":2,"score":0.44155049324035645},{"id":"https://openalex.org/C145828037","wikidata":"https://www.wikidata.org/wiki/Q17086219","display_name":"Least squares support vector machine","level":3,"score":0.4303741157054901},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34460216760635376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2541060149669647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22930407524108887},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/en11113108","doi":"https://doi.org/10.3390/en11113108","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en11113108","pdf_url":"https://www.mdpi.com/1996-1073/11/11/3108/pdf?version=1542710196","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jeners:v:11:y:2018:i:11:p:3108-:d:181944","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/1996-1073/11/11/3108/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:7c97880b7e28456884e53cc256ef0e97","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7c97880b7e28456884e53cc256ef0e97","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energies, Vol 11, Iss 11, p 3108 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/en11113108","doi":"https://doi.org/10.3390/en11113108","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en11113108","pdf_url":"https://www.mdpi.com/1996-1073/11/11/3108/pdf?version=1542710196","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.878000020980835,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"},{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3343475571","display_name":null,"funder_award_id":"51709122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5229064413","display_name":null,"funder_award_id":"51709121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G694729684","display_name":null,"funder_award_id":"51741907","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G909622318","display_name":null,"funder_award_id":"No. 51709121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900913482.pdf","grobid_xml":"https://content.openalex.org/works/W2900913482.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W785441970","https://openalex.org/W1167370226","https://openalex.org/W1496317909","https://openalex.org/W1591852649","https://openalex.org/W1973260559","https://openalex.org/W1976344778","https://openalex.org/W1978996791","https://openalex.org/W1987092188","https://openalex.org/W1989358763","https://openalex.org/W2019826979","https://openalex.org/W2030281273","https://openalex.org/W2054019601","https://openalex.org/W2069212791","https://openalex.org/W2390620572","https://openalex.org/W2391580624","https://openalex.org/W2407374579","https://openalex.org/W2526516990","https://openalex.org/W2549808480","https://openalex.org/W2559405007","https://openalex.org/W2565476208","https://openalex.org/W2592818190","https://openalex.org/W2606283685","https://openalex.org/W2608372908","https://openalex.org/W2625620334","https://openalex.org/W2740993585","https://openalex.org/W2742938938","https://openalex.org/W2750085557","https://openalex.org/W2761362383","https://openalex.org/W2765530380","https://openalex.org/W2767124238","https://openalex.org/W2781705045","https://openalex.org/W2783238028","https://openalex.org/W2791753980","https://openalex.org/W2801425939","https://openalex.org/W2810206197"],"related_works":["https://openalex.org/W2810206197","https://openalex.org/W2920187541","https://openalex.org/W2384961160","https://openalex.org/W2079461948","https://openalex.org/W2604716903","https://openalex.org/W2788421406","https://openalex.org/W2739385057","https://openalex.org/W3122103105","https://openalex.org/W4388688670","https://openalex.org/W4400730834"],"abstract_inverted_index":{"In":[0,98],"view":[1],"of":[2,9,47,62,66,79,108,145],"the":[3,15,20,38,44,55,60,63,67,73,80,90,103,109,115,119,123,161,169,193],"complex":[4],"and":[5,14,17,72,85,105,122,141,186],"changeable":[6],"operating":[7],"environment":[8],"pumped":[10,49,147,153],"storage":[11,154],"power":[12,155],"stations":[13],"noise":[16,84],"outliers":[18,86],"in":[19,151,157],"modeling":[21],"data,":[22],"this":[23],"study":[24],"proposes":[25],"a":[26,48,130,142,146,152,187],"sparse":[27,110,163],"robust":[28,111,164],"least":[29],"squares":[30],"support":[31,64],"vector":[32],"machine":[33],"(LSSVM)":[34],"model":[35,45,69,82,116,166],"based":[36,93],"on":[37,94,137],"hybrid":[39,170],"backtracking":[40,133,171],"search":[41,134,172],"algorithm":[42,173],"for":[43],"identification":[46,81,113,179],"turbine":[50,148],"governing":[51,149],"system.":[52],"By":[53],"introducing":[54],"maximum":[56],"linearly":[57],"independent":[58],"set,":[59],"sparsity":[61],"vectors":[65],"LSSVM":[68,112,165],"are":[70,126],"realized,":[71],"complexity":[74],"is":[75,87],"reduced.":[76],"The":[77],"robustness":[78,185],"to":[83,100],"enhanced":[88],"using":[89,129],"weighted":[91],"function":[92],"improved":[95],"normal":[96],"distribution.":[97],"order":[99],"further":[101],"improve":[102],"accuracy":[104],"generalization":[106,189],"performance":[107,190],"model,":[114],"input":[117],"variables,":[118],"kernel":[120],"parameters,":[121],"regularization":[124],"parameters":[125],"optimized":[127,167],"synchronously":[128],"binary-real":[131],"coded":[132],"algorithm.":[135],"Experiments":[136],"two":[138],"benchmark":[139],"problems":[140],"real-world":[143],"application":[144],"system":[150],"station":[156],"China":[158],"show":[159],"that":[160],"proposed":[162],"by":[168],"can":[174],"not":[175],"only":[176],"obtain":[177],"higher":[178,188],"accuracy,":[180],"it":[181],"also":[182],"has":[183],"better":[184],"compared":[191],"with":[192],"other":[194],"existing":[195],"models.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-11-29T00:00:00"}
