{"id":"https://openalex.org/W4392449912","doi":"https://doi.org/10.1109/access.2024.3372660","title":"Improved LS-SVM Boiler Combustion Model Based on Affinity Propagation","display_name":"Improved LS-SVM Boiler Combustion Model Based on Affinity Propagation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392449912","doi":"https://doi.org/10.1109/access.2024.3372660"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3372660","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3372660","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10458673.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/ielx7/6287639/6514899/10458673.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079627710","display_name":"Ming Yan","orcid":"https://orcid.org/0000-0002-5762-395X"},"institutions":[{"id":"https://openalex.org/I4210140589","display_name":"China Huadian Corporation (China)","ror":"https://ror.org/03wj9h986","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210140589"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yan","raw_affiliation_strings":["Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I4210140589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050889","display_name":"Wang Liang","orcid":"https://orcid.org/0009-0006-1359-6167"},"institutions":[{"id":"https://openalex.org/I4210140589","display_name":"China Huadian Corporation (China)","ror":"https://ror.org/03wj9h986","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210140589"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wang","raw_affiliation_strings":["Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-1359-6167","affiliations":[{"raw_affiliation_string":"Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I4210140589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423581","display_name":"Meiling Zhang","orcid":"https://orcid.org/0000-0003-2388-6716"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiling Zhang","raw_affiliation_strings":["Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100571513","display_name":"Pan Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140589","display_name":"China Huadian Corporation (China)","ror":"https://ror.org/03wj9h986","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210140589"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Shi","raw_affiliation_strings":["Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical Supervision Center, Huadian Electric Power Research Institute Company Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I4210140589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0862,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75566955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"35184","last_page":"35194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9944999814033508,"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":0.9944999814033508,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9718999862670898,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9052000045776367,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.6812993288040161},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6804884672164917},{"id":"https://openalex.org/keywords/boiler","display_name":"Boiler (water heating)","score":0.6704216003417969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5467594265937805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3227069079875946},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.23371592164039612},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16988977789878845},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1385379433631897}],"concepts":[{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.6812993288040161},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6804884672164917},{"id":"https://openalex.org/C2780013297","wikidata":"https://www.wikidata.org/wiki/Q19596153","display_name":"Boiler (water heating)","level":2,"score":0.6704216003417969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5467594265937805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3227069079875946},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.23371592164039612},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16988977789878845},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1385379433631897},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3372660","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3372660","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10458673.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:08596f9a79124b379b9ecf8d71e87263","is_oa":true,"landing_page_url":"https://doaj.org/article/08596f9a79124b379b9ecf8d71e87263","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 35184-35194 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3372660","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3372660","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10458673.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":[{"score":0.7900000214576721,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392449912.pdf","grobid_xml":"https://content.openalex.org/works/W4392449912.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1596717185","https://openalex.org/W1986693304","https://openalex.org/W2081141955","https://openalex.org/W2350797584","https://openalex.org/W2359384843","https://openalex.org/W2362712052","https://openalex.org/W2364086670","https://openalex.org/W2375936682","https://openalex.org/W2594465310","https://openalex.org/W2612251296","https://openalex.org/W2756735023","https://openalex.org/W2775747682","https://openalex.org/W2782538413","https://openalex.org/W2887698254","https://openalex.org/W2902166451","https://openalex.org/W2914397992","https://openalex.org/W2921085906","https://openalex.org/W3005147549","https://openalex.org/W3016456928","https://openalex.org/W3033910958","https://openalex.org/W4213153937","https://openalex.org/W4226074585","https://openalex.org/W4310816286","https://openalex.org/W4324119738","https://openalex.org/W6630589348"],"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/W2001405890","https://openalex.org/W2379102974"],"abstract_inverted_index":{"In":[0],"the":[1,65,86],"global":[2],"effort":[3],"to":[4],"promote":[5],"green":[6],"energy":[7],"policies,":[8],"understanding":[9],"and":[10,25,48,96,104],"optimizing":[11],"boiler":[12],"combustion":[13,74],"processes":[14],"in":[15,36],"coal-fired":[16,45],"power":[17,46],"plants":[18],"is":[19,79],"crucial.":[20],"During":[21],"unit":[22,47],"start-ups,":[23],"shutdowns,":[24],"load":[26],"deep":[27],"peak":[28],"regulation,":[29],"significant":[30],"energy-saving":[31],"potential":[32],"can":[33],"be":[34],"harnessed":[35],"boilers.":[37],"This":[38],"paper":[39],"focuses":[40],"on":[41],"a":[42,73],"600MW":[43],"supercritical":[44],"presents":[49],"an":[50],"improved":[51,66,88],"Least":[52],"Squares":[53],"Support":[54],"Vector":[55],"Machine":[56],"(LS-SVM)":[57],"model":[58,76,90],"with":[59,68],"refined":[60],"initial":[61],"parameters.":[62],"By":[63],"combining":[64],"LS-SVM":[67,89],"Affinity":[69],"Propagation":[70],"(AP)":[71],"clustering,":[72],"efficiency":[75],"for":[77],"boilers":[78],"constructed.":[80],"The":[81],"experimental":[82],"results":[83],"demonstrate":[84],"that":[85],"AP-based":[87],"not":[91],"only":[92],"reduces":[93],"computational":[94],"complexity":[95],"training":[97],"time":[98],"but":[99],"also":[100],"enhances":[101],"predictive":[102],"accuracy":[103],"generalization":[105],"performance.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}