{"id":"https://openalex.org/W4402593623","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674610","title":"Application of LSTM Prediction for Moisture Content of Feed Processes","display_name":"Application of LSTM Prediction for Moisture Content of Feed Processes","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402593623","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674610"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674610","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5014542137","display_name":"Chih\u2010Jer Lin","orcid":"https://orcid.org/0000-0002-1918-1468"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chih-Jer Lin","raw_affiliation_strings":["National Taipei University of Technology,Graduate Institute of Automation Technology,Taipei,Taiwan,10608"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Graduate Institute of Automation Technology,Taipei,Taiwan,10608","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109783604","display_name":"Yi-Chia Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Chia Chiu","raw_affiliation_strings":["National Taipei University of Technology,Graduate Institute of Automation Technology,Taipei,Taiwan,10608"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Graduate Institute of Automation Technology,Taipei,Taiwan,10608","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014542137"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17495205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"801","last_page":"802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.6969000101089478,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.6969000101089478,"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":0.632099986076355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.710564374923706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6142809987068176},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5313214659690857},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.4402826428413391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3879566192626953},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1492205560207367},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1358354389667511},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.12228745222091675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0956457257270813},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.06083574891090393}],"concepts":[{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.710564374923706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6142809987068176},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5313214659690857},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.4402826428413391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3879566192626953},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1492205560207367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1358354389667511},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12228745222091675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0956457257270813},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.06083574891090393},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674610","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.699999988079071,"display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2016196836","https://openalex.org/W2030888439","https://openalex.org/W2797790703","https://openalex.org/W3163895120","https://openalex.org/W4291700415"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Based":[0],"on":[1,105],"the":[2,9,22,30,44,64,68,88,98,106,114,120,136,141],"research":[3],"of":[4,11,25,67,119,140],"an":[5],"industry-academic":[6],"collaboration":[7],"project,":[8],"definition":[10],"traditional":[12,23],"industries":[13],"is":[14,40],"quite":[15],"broad,":[16],"and":[17,36,58,109,138],"this":[18,51,53],"experiment":[19],"mainly":[20],"involves":[21],"industry":[24],"feed":[26,34,37],"production.":[27],"Due":[28],"to":[29,42,62,82],"close":[31],"relationship":[32],"between":[33],"moisture":[35,46,65,77],"yield,":[38],"it":[39],"necessary":[41],"predict":[43,63],"product":[45],"through":[47,91,113],"algorithms.":[48],"To":[49],"achieve":[50],"goal,":[52],"study":[54],"employs":[55],"LSTM,":[56],"MLP,":[57],"fuzzy":[59],"logic":[60],"algorithms":[61,71],"content":[66],"feed.":[69],"These":[70],"not":[72,127],"only":[73,128],"provide":[74],"highly":[75],"accurate":[76],"predictions":[78],"but":[79,132],"also":[80,133],"contribute":[81],"reducing":[83],"labor":[84],"costs.":[85],"By":[86],"utilizing":[87],"predicted":[89],"values":[90],"algorithms,":[92],"manufacturers":[93],"can":[94,123],"more":[95],"effectively":[96],"manage":[97],"production":[99,107,121,130,146],"process.":[100],"Additionally,":[101],"by":[102],"integrating":[103],"sensors":[104],"side":[108],"automating":[110],"data":[111],"collection":[112],"Modbus":[115],"protocol,":[116],"further":[117],"automation":[118],"process":[122],"be":[124],"achieved.":[125],"This":[126],"enhances":[129],"capacity":[131],"helps":[134],"ensure":[135],"quality":[137],"consistency":[139],"feed,":[142],"ultimately":[143],"achieving":[144],"optimal":[145],"efficiency.":[147]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}