{"id":"https://openalex.org/W4282973079","doi":"https://doi.org/10.1155/2022/4516833","title":"Research on Soft Sensing Method of Straw Ethanol Fermentation Process Based on BSVR","display_name":"Research on Soft Sensing Method of Straw Ethanol Fermentation Process Based on BSVR","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4282973079","doi":"https://doi.org/10.1155/2022/4516833"},"language":"en","primary_location":{"id":"doi:10.1155/2022/4516833","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4516833","pdf_url":"https://downloads.hindawi.com/journals/jece/2022/4516833.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jece/2022/4516833.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011519577","display_name":"Xu Feng","orcid":"https://orcid.org/0000-0001-5832-3185"},"institutions":[{"id":"https://openalex.org/I4400573296","display_name":"Zhenjiang College","ror":"https://ror.org/05yeqc316","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573296"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Xu","raw_affiliation_strings":["School of Electrical and Information, Zhenjiang College, Zhenjiang 212003, China"],"raw_orcid":"https://orcid.org/0000-0001-5832-3185","affiliations":[{"raw_affiliation_string":"School of Electrical and Information, Zhenjiang College, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4400573296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048877619","display_name":"Hongyu Tang","orcid":"https://orcid.org/0000-0002-2750-0318"},"institutions":[{"id":"https://openalex.org/I4400573296","display_name":"Zhenjiang College","ror":"https://ror.org/05yeqc316","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573296"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong-yu Tang","raw_affiliation_strings":["School of Electrical and Information, Zhenjiang College, Zhenjiang 212003, China"],"raw_orcid":"https://orcid.org/0000-0002-2750-0318","affiliations":[{"raw_affiliation_string":"School of Electrical and Information, Zhenjiang College, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4400573296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714176","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0001-6282-3764"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054076909","display_name":"Xianglin Zhu","orcid":"https://orcid.org/0000-0003-2497-0653"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang-Lin Zhu","raw_affiliation_strings":["School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048877619"],"corresponding_institution_ids":["https://openalex.org/I4400573296"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.2948,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48234162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965999722480774,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9965999722480774,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9855999946594238,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.61028653383255},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5386083126068115},{"id":"https://openalex.org/keywords/straw","display_name":"Straw","score":0.5105803608894348},{"id":"https://openalex.org/keywords/multivariable-calculus","display_name":"Multivariable calculus","score":0.4948350787162781},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4859856069087982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48543769121170044},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.461064875125885},{"id":"https://openalex.org/keywords/fermentation","display_name":"Fermentation","score":0.4347987771034241},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.38074952363967896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.369425505399704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3426806628704071},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3211445212364197},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.19651278853416443},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.17507413029670715}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.61028653383255},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5386083126068115},{"id":"https://openalex.org/C2779587293","wikidata":"https://www.wikidata.org/wiki/Q7622360","display_name":"Straw","level":2,"score":0.5105803608894348},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.4948350787162781},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4859856069087982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48543769121170044},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.461064875125885},{"id":"https://openalex.org/C100544194","wikidata":"https://www.wikidata.org/wiki/Q41760","display_name":"Fermentation","level":2,"score":0.4347987771034241},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.38074952363967896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.369425505399704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3426806628704071},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3211445212364197},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.19651278853416443},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.17507413029670715},{"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/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C179104552","wikidata":"https://www.wikidata.org/wiki/Q11165","display_name":"Inorganic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/4516833","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4516833","pdf_url":"https://downloads.hindawi.com/journals/jece/2022/4516833.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fd1d6a57695343dca648ae1e9f14e723","is_oa":false,"landing_page_url":"https://doaj.org/article/fd1d6a57695343dca648ae1e9f14e723","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Electrical and Computer Engineering, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/4516833","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4516833","pdf_url":"https://downloads.hindawi.com/journals/jece/2022/4516833.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1052240277","display_name":null,"funder_award_id":"SH2020005","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5499599249","display_name":null,"funder_award_id":"BK20191225","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282973079.pdf","grobid_xml":"https://content.openalex.org/works/W4282973079.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965235386","https://openalex.org/W1986795354","https://openalex.org/W2010249562","https://openalex.org/W2021486592","https://openalex.org/W2066134327","https://openalex.org/W2074342821","https://openalex.org/W2327277999","https://openalex.org/W2380718181","https://openalex.org/W2593533817","https://openalex.org/W2765814738","https://openalex.org/W2803142158","https://openalex.org/W2806529427","https://openalex.org/W2931215009","https://openalex.org/W2947463309","https://openalex.org/W2963693295","https://openalex.org/W3012595806","https://openalex.org/W3097767265","https://openalex.org/W3106356759","https://openalex.org/W3107265074","https://openalex.org/W3175066877","https://openalex.org/W3203698239"],"related_works":["https://openalex.org/W1576377477","https://openalex.org/W2721687755","https://openalex.org/W2224575301","https://openalex.org/W418212511","https://openalex.org/W2388146630","https://openalex.org/W2086932047","https://openalex.org/W1964208669","https://openalex.org/W2112363989","https://openalex.org/W13811253","https://openalex.org/W2274944226"],"abstract_inverted_index":{"Straw":[0],"fermented":[1,42],"fuel":[2],"ethanol":[3,26,43,61],"is":[4,16,51,69,104,116],"a":[5,36,83],"complex":[6],"process":[7,59],"with":[8],"multivariable,":[9],"large":[10],"lag,":[11],"and":[12,28,85,102,128,134,138],"strong":[13],"nonlinearity.":[14],"It":[15,120],"difficult":[17],"to":[18,71,90],"directly":[19],"measure":[20],"the":[21,34,55,58,66,73,79,92,112,123,129,132],"key":[22],"parameters":[23],"such":[24],"as":[25],"concentration":[27,30],"cell":[29],"online.":[31],"Aiming":[32],"at":[33],"problem,":[35],"soft":[37],"sensing":[38],"model":[39,100],"of":[40,57,60,81,99,126,131],"straw":[41,64],"based":[44],"on":[45,54],"improved":[46],"support":[47,74],"vector":[48,75],"regression":[49,76],"(SVR)":[50],"proposed.":[52],"Based":[53],"analysis":[56],"production":[62],"from":[63],"fermentation,":[65],"Bayesian":[67],"method":[68,115],"used":[70],"optimize":[72,91],"(BSVR).":[77],"And":[78],"concepts":[80],"generation":[82,86],"priori":[84],"likelihood":[87],"are":[88,140],"introduced":[89],"data":[93,127],"prediction":[94,136],"model.":[95],"The":[96,107],"comparative":[97],"experiment":[98],"training":[101],"testing":[103],"carried":[105],"out.":[106],"simulation":[108],"results":[109],"show":[110],"that":[111],"proposed":[113],"BSVR":[114],"better":[117],"than":[118],"SVR.":[119],"can":[121],"improve":[122],"generalization":[124],"ability":[125],"anti-interference":[130],"model,":[133],"its":[135],"accuracy":[137],"stability":[139],"higher.":[141]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
