{"id":"https://openalex.org/W2764101711","doi":"https://doi.org/10.1109/tim.2017.2754818","title":"Prediction of Moisture Loss in Withering Process of Tea Manufacturing Using Artificial Neural Network","display_name":"Prediction of Moisture Loss in Withering Process of Tea Manufacturing Using Artificial Neural Network","publication_year":2017,"publication_date":"2017-10-12","ids":{"openalex":"https://openalex.org/W2764101711","doi":"https://doi.org/10.1109/tim.2017.2754818","mag":"2764101711"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2017.2754818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2017.2754818","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5080538290","display_name":"Nipan Das","orcid":"https://orcid.org/0000-0002-7332-9507"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nipan Das","raw_affiliation_strings":["Department of Instrumentation and USIC, Gauhati University, Guwahati, India"],"raw_orcid":"https://orcid.org/0000-0002-7332-9507","affiliations":[{"raw_affiliation_string":"Department of Instrumentation and USIC, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010190663","display_name":"Kunjalata Kalita","orcid":null},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kunjalata Kalita","raw_affiliation_strings":["Department of Instrumentation and USIC, Gauhati University, Guwahati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and USIC, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111582828","display_name":"P. K. Boruah","orcid":null},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P K Boruah","raw_affiliation_strings":["Department of Instrumentation and USIC, Gauhati University, Guwahati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and USIC, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027268826","display_name":"Utpal Sarma","orcid":"https://orcid.org/0000-0001-7888-1088"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Utpal Sarma","raw_affiliation_strings":["Department of Instrumentation and USIC, Gauhati University, Guwahati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and USIC, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I138537684"],"apc_list":null,"apc_paid":null,"fwci":2.1144,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.87341407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"67","issue":"1","first_page":"175","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10650","display_name":"Food Drying and Modeling","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10650","display_name":"Food Drying and Modeling","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9811999797821045,"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"}},{"id":"https://openalex.org/T10473","display_name":"Postharvest Quality and Shelf Life Management","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7061130404472351},{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.5950350761413574},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.5879209041595459},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5089795589447021},{"id":"https://openalex.org/keywords/inlet","display_name":"Inlet","score":0.4983062744140625},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.46542781591415405},{"id":"https://openalex.org/keywords/humidity","display_name":"Humidity","score":0.4340205788612366},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.42704153060913086},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4046838879585266},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3833450675010681},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34788405895233154},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.33384841680526733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31240665912628174},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2962353825569153},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2202521562576294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1973743736743927},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.19658073782920837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17638781666755676},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.08008712530136108}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7061130404472351},{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.5950350761413574},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.5879209041595459},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5089795589447021},{"id":"https://openalex.org/C201289731","wikidata":"https://www.wikidata.org/wiki/Q1172599","display_name":"Inlet","level":2,"score":0.4983062744140625},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.46542781591415405},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.4340205788612366},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.42704153060913086},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4046838879585266},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3833450675010681},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34788405895233154},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.33384841680526733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31240665912628174},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2962353825569153},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2202521562576294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1973743736743927},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.19658073782920837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17638781666755676},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.08008712530136108},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/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/tim.2017.2754818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2017.2754818","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"},{"id":"https://openalex.org/F4320327366","display_name":"Assam Science Technology and Environment Council","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1115336767","https://openalex.org/W1506688592","https://openalex.org/W1598847143","https://openalex.org/W1802825888","https://openalex.org/W1859799753","https://openalex.org/W1965468410","https://openalex.org/W1967429206","https://openalex.org/W1973426535","https://openalex.org/W2019078713","https://openalex.org/W2035036010","https://openalex.org/W2045281543","https://openalex.org/W2058774035","https://openalex.org/W2075576108","https://openalex.org/W2098398123","https://openalex.org/W2100535058","https://openalex.org/W2103452139","https://openalex.org/W2126913497","https://openalex.org/W2138484437","https://openalex.org/W2149320802","https://openalex.org/W2158199647","https://openalex.org/W2165562590","https://openalex.org/W2332298573","https://openalex.org/W2389000092","https://openalex.org/W2489292218","https://openalex.org/W2593056983","https://openalex.org/W2595199897","https://openalex.org/W2621243494","https://openalex.org/W2910243502","https://openalex.org/W3001519434","https://openalex.org/W6710956147","https://openalex.org/W6757851904"],"related_works":["https://openalex.org/W2318399895","https://openalex.org/W2013511864","https://openalex.org/W2366365583","https://openalex.org/W1586733611","https://openalex.org/W1642018725","https://openalex.org/W2181379992","https://openalex.org/W4390758803","https://openalex.org/W2380249611","https://openalex.org/W2385203707","https://openalex.org/W4206290786"],"abstract_inverted_index":{"The":[0,154,182,194,207],"first":[1],"and":[2,43,67,73,92,97,107,187,204],"foremost":[3],"process":[4,24,77],"in":[5,21,37,52,191,211],"tea":[6,26,124,180],"manufacturing,":[7],"withering,":[8],"is":[9,41,61,109,118,135,148,157,213],"the":[10,22,29,53,57,65,68,76,88,95,100,105,128,132,152,160,202],"foundation":[11],"for":[12,46,87,150,176],"producing":[13],"good":[14,199],"quality.":[15,31],"Moisture":[16],"plays":[17],"an":[18,115],"important":[19],"role":[20],"manufacturing":[23],"of":[25,48,78,90,99,104,114,123,163,171,179],"to":[27,120],"get":[28],"desired":[30],"In":[32,56],"this":[33,192],"paper,":[34],"a":[35,198],"novel":[36],"situ":[38],"instrumentation":[39],"technique":[40],"proposed":[42,58],"validated":[44],"experimentally":[45],"prediction":[47,212],"moisture":[49],"loss":[50],"(ML)":[51],"withering":[54,101,122],"process.":[55],"technique,":[59],"ML":[60,134,156,164],"predicted":[62,136,155,203],"based":[63],"on":[64,127],"inlet":[66,96],"outlet":[69,98],"relative":[70],"humidity":[71],"(RH)":[72],"temperature":[74,93],"during":[75],"withering.":[79],"Network":[80],"capable":[81],"smart":[82],"sensor":[83],"nodes":[84,106],"are":[85,174,189],"developed":[86,119],"measurement":[89],"RH":[91],"at":[94],"trough.":[102],"Architecture":[103],"network":[108],"described.":[110],"A":[111,169],"scaled-down":[112],"prototype":[113],"enclosed":[116],"trough":[117],"perform":[121],"leaves.":[125,181],"Based":[126],"data":[129,183],"measured":[130,165],"by":[131,137,166],"system,":[133],"using":[138],"artificial":[139],"neural":[140],"network.":[141],"Nonlinear":[142],"autoregressive":[143],"model":[144],"with":[145,159],"exogenous":[146],"inputs":[147],"used":[149],"predicting":[151],"ML.":[153,206],"compared":[158],"actual":[161,205],"amount":[162],"weight":[167],"loss.":[168],"total":[170],"nine":[172,177],"experiments":[173],"conducted":[175],"batches":[178],"collection,":[184],"their":[185],"analysis":[186],"results":[188],"reported":[190],"paper.":[193],"observed":[195],"result":[196],"shows":[197],"agreement":[200],"between":[201],"maximum":[208],"mean":[209],"error":[210],"-3.6%.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}