{"id":"https://openalex.org/W3002449213","doi":"https://doi.org/10.1109/spac46244.2018.8965630","title":"Research on Modeling Prediction Methods of Process Optimization for Thermoelectric Production","display_name":"Research on Modeling Prediction Methods of Process Optimization for Thermoelectric Production","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W3002449213","doi":"https://doi.org/10.1109/spac46244.2018.8965630","mag":"3002449213"},"language":"en","primary_location":{"id":"doi:10.1109/spac46244.2018.8965630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac46244.2018.8965630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","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/A5000333378","display_name":"Guodong Mou","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guodong Mou","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033108782","display_name":"Guochang Li","orcid":"https://orcid.org/0000-0003-0720-8296"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guochang Li","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042749876","display_name":"Tao Du","orcid":"https://orcid.org/0000-0002-6346-5636"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Du","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000333378"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26056185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"26","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9840999841690063,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9739000201225281,"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/computer-science","display_name":"Computer science","score":0.6065642237663269},{"id":"https://openalex.org/keywords/boiler","display_name":"Boiler (water heating)","score":0.6010633707046509},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4566596448421478},{"id":"https://openalex.org/keywords/thermoelectric-effect","display_name":"Thermoelectric effect","score":0.4312435984611511},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4294576644897461},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4257745146751404},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3691667318344116},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34212279319763184},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23525264859199524},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11189308762550354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065642237663269},{"id":"https://openalex.org/C2780013297","wikidata":"https://www.wikidata.org/wiki/Q19596153","display_name":"Boiler (water heating)","level":2,"score":0.6010633707046509},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4566596448421478},{"id":"https://openalex.org/C63024428","wikidata":"https://www.wikidata.org/wiki/Q552456","display_name":"Thermoelectric effect","level":2,"score":0.4312435984611511},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4294576644897461},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4257745146751404},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3691667318344116},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34212279319763184},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23525264859199524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11189308762550354},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spac46244.2018.8965630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac46244.2018.8965630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2007267444","https://openalex.org/W2045938006","https://openalex.org/W2060437593","https://openalex.org/W2073256825","https://openalex.org/W2272985318","https://openalex.org/W2285252321","https://openalex.org/W2295307183","https://openalex.org/W2468725466","https://openalex.org/W2512399779","https://openalex.org/W2522844027","https://openalex.org/W2593237442","https://openalex.org/W2609148028","https://openalex.org/W2677216599","https://openalex.org/W2751182624","https://openalex.org/W2761553645","https://openalex.org/W2963535602","https://openalex.org/W6743450110"],"related_works":["https://openalex.org/W2348442099","https://openalex.org/W4206992276","https://openalex.org/W3022856705","https://openalex.org/W2391622768","https://openalex.org/W1973437438","https://openalex.org/W1630839468","https://openalex.org/W3034973333","https://openalex.org/W4306252217","https://openalex.org/W2327349484","https://openalex.org/W2380839379"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,82,107,140],"process":[3,34],"massive":[4],"historical":[5],"data":[6,51],"generated":[7],"by":[8,60],"heating":[9],"steam":[10,111],"boiler":[11,32,90],"in":[12,17,88,100],"thermoelectric":[13,141],"production":[14,19,33,91,121,144,159],"and":[15,58,84,119,127,150,155],"assist":[16],"optimizing":[18],"process.":[20],"To":[21],"solve":[22],"this":[23,48,138],"problem,":[24],"we":[25,93],"propose":[26],"a":[27],"modeling":[28,41,57],"method":[29,37,49,139],"for":[30],"coal":[31],"optimization.":[35],"This":[36],"has":[38],"designed":[39],"optimized":[40],"algorithm":[42,126],"flow.":[43],"The":[44],"fundamental":[45],"steps":[46],"of":[47,54,71,117,158],"are:":[50],"processing,":[52],"discovery":[53],"correlation":[55],"chain,":[56],"prediction":[59],"using":[61],"the":[62,68,74,86,89,96,101,109,124,130,143,156],"flexible":[63],"neural":[64],"tree":[65],"algorithm.":[66],"Finally,":[67],"trend":[69],"function":[70,81],"data,":[72],"namely":[73],"fitting":[75,80],"function,":[76],"is":[77,146,160],"obtained.":[78,135],"Through":[79,123],"predict":[83],"simulate":[85],"links":[87],"process,":[92],"can":[94,104],"obtain":[95],"implicit":[97],"regularity":[98],"knowledge":[99],"data.":[102],"We":[103],"be":[105],"able":[106],"adjust":[108],"main":[110],"pressure,":[112],"oxygen":[113],"content,":[114],"rotational":[115],"speed":[116],"blower":[118],"other":[120],"parameters.":[122],"design":[125],"experimental":[128,132],"analysis,":[129],"better":[131],"results":[133],"are":[134,153],"By":[136],"applying":[137],"production,":[142],"efficiency":[145],"improved,":[147],"energy":[148],"saving":[149],"emission":[151],"reduction":[152],"achieved,":[154],"safety":[157],"guaranteed.":[161]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
