{"id":"https://openalex.org/W55464642","doi":"https://doi.org/10.17221/37/2009-rae","title":"Modeling of heat and entropy sorption of maize (cv. Sc704): neural network method","display_name":"Modeling of heat and entropy sorption of maize (cv. Sc704): neural network method","publication_year":2010,"publication_date":"2010-06-30","ids":{"openalex":"https://openalex.org/W55464642","doi":"https://doi.org/10.17221/37/2009-rae","mag":"55464642"},"language":"en","primary_location":{"id":"doi:10.17221/37/2009-rae","doi":"https://doi.org/10.17221/37/2009-rae","is_oa":true,"landing_page_url":"https://doi.org/10.17221/37/2009-rae","pdf_url":"https://www.agriculturejournals.cz/publicFiles/37_2009-RAE.pdf","source":{"id":"https://openalex.org/S2764939050","display_name":"Research in Agricultural Engineering","issn_l":"1212-9151","issn":["1212-9151","1805-9376"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310314219","host_organization_name":"Czech Academy of Agricultural Sciences","host_organization_lineage":["https://openalex.org/P4310314219"],"host_organization_lineage_names":["Czech Academy of Agricultural Sciences"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Agricultural Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.agriculturejournals.cz/publicFiles/37_2009-RAE.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015379299","display_name":"Reza Amiri Chayjan","orcid":"https://orcid.org/0000-0001-8634-7352","observed_orcids":["https://orcid.org/0000-0001-8634-7352","https://orcid.org/0000-0002-2119-7776"]},"institutions":[{"id":"https://openalex.org/I167694869","display_name":"Bu-Ali Sina University","ror":"https://ror.org/04ka8rx28","country_code":"IR","type":"education","lineage":["https://openalex.org/I167694869"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"R.A. Chayjan","raw_affiliation_strings":["Department of Agricultural Machinery Engineering, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agricultural Machinery Engineering, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran","institution_ids":["https://openalex.org/I167694869"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111844896","display_name":"M. Esna-Ashari","orcid":"https://orcid.org/0009-0004-6206-3944","observed_orcids":["https://orcid.org/0009-0004-6206-3944"]},"institutions":[{"id":"https://openalex.org/I167694869","display_name":"Bu-Ali Sina University","ror":"https://ror.org/04ka8rx28","country_code":"IR","type":"education","lineage":["https://openalex.org/I167694869"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Esna-Ashari","raw_affiliation_strings":["Department of Horticultural Sciences, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Horticultural Sciences, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran","institution_ids":["https://openalex.org/I167694869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I167694869"],"apc_list":null,"apc_paid":null,"fwci":2.2513,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85315727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"56","issue":"2","first_page":"69","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10650","display_name":"Food Drying and Modeling","score":0.9961000084877014,"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":0.9961000084877014,"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/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11774","display_name":"Adsorption and Cooling Systems","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/maize","display_name":"maize","score":0.9599999785423279},{"id":"https://openalex.org/keywords/heat-of-sorption","display_name":"heat of sorption","score":0.9480000138282776},{"id":"https://openalex.org/keywords/adsorption-entropy","display_name":"adsorption entropy","score":0.9950000047683716},{"id":"https://openalex.org/keywords/equilibrium-moisture-content","display_name":"equilibrium moisture content","score":0.9769999980926514},{"id":"https://openalex.org/keywords/power-regression","display_name":"power regression","score":0.6660000085830688},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7329999804496765}],"concepts":[{"id":"https://openalex.org/C58445606","wikidata":"https://www.wikidata.org/wiki/Q898533","display_name":"Sorption","level":3,"score":0.7859941720962524},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6731622815132141},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6291288733482361},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5598073601722717},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.553083598613739},{"id":"https://openalex.org/C2777665048","wikidata":"https://www.wikidata.org/wiki/Q1449555","display_name":"Equilibrium moisture content","level":4,"score":0.5283843874931335},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.5066693425178528},{"id":"https://openalex.org/C2778769901","wikidata":"https://www.wikidata.org/wiki/Q194290","display_name":"Dehydration","level":2,"score":0.462819904088974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3723594546318054},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36616599559783936},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3365260660648346},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3213847279548645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19005122780799866},{"id":"https://openalex.org/C150394285","wikidata":"https://www.wikidata.org/wiki/Q180254","display_name":"Adsorption","level":2,"score":0.1857393980026245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16417786478996277},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1562556028366089},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14010995626449585},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.10853651165962219},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.07867345213890076},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.07574567198753357},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.17221/37/2009-rae","doi":"https://doi.org/10.17221/37/2009-rae","is_oa":true,"landing_page_url":"https://doi.org/10.17221/37/2009-rae","pdf_url":"https://www.agriculturejournals.cz/publicFiles/37_2009-RAE.pdf","source":{"id":"https://openalex.org/S2764939050","display_name":"Research in Agricultural Engineering","issn_l":"1212-9151","issn":["1212-9151","1805-9376"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310314219","host_organization_name":"Czech Academy of Agricultural Sciences","host_organization_lineage":["https://openalex.org/P4310314219"],"host_organization_lineage_names":["Czech Academy of Agricultural Sciences"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Agricultural Engineering","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:caa:jnlrae:v:56:y:2010:i:2:id:37-2009-rae","doi":null,"is_oa":false,"landing_page_url":"http://rae.agriculturejournals.cz/doi/10.17221/37/2009-RAE.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:9893951e6fcf4c86b31830723a84790f","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/9893951e6fcf4c86b31830723a84790f","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,"listed_in":[],"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":"Research in Agricultural Engineering, Vol 56, Iss 2, Pp 69-76 (2010)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.17221/37/2009-rae","doi":"https://doi.org/10.17221/37/2009-rae","is_oa":true,"landing_page_url":"https://doi.org/10.17221/37/2009-rae","pdf_url":"https://www.agriculturejournals.cz/publicFiles/37_2009-RAE.pdf","source":{"id":"https://openalex.org/S2764939050","display_name":"Research in Agricultural Engineering","issn_l":"1212-9151","issn":["1212-9151","1805-9376"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310314219","host_organization_name":"Czech Academy of Agricultural Sciences","host_organization_lineage":["https://openalex.org/P4310314219"],"host_organization_lineage_names":["Czech Academy of Agricultural Sciences"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Agricultural Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W55464642.pdf","grobid_xml":"https://content.openalex.org/works/W55464642.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W204316684","https://openalex.org/W272028823","https://openalex.org/W1964470286","https://openalex.org/W1991448394","https://openalex.org/W1991785549","https://openalex.org/W1995780701","https://openalex.org/W1996315366","https://openalex.org/W1999571868","https://openalex.org/W2030338510","https://openalex.org/W2039848262","https://openalex.org/W2047040874","https://openalex.org/W2048286569","https://openalex.org/W2061001388","https://openalex.org/W2061534505","https://openalex.org/W2063902307","https://openalex.org/W2067624227","https://openalex.org/W2070722217","https://openalex.org/W2075392791","https://openalex.org/W2077869214","https://openalex.org/W2079058870","https://openalex.org/W2081408955","https://openalex.org/W2084778927","https://openalex.org/W2157938565","https://openalex.org/W2496198986","https://openalex.org/W2741955079"],"related_works":["https://openalex.org/W212595110","https://openalex.org/W2136555411","https://openalex.org/W7132986357","https://openalex.org/W2005977568","https://openalex.org/W2183790850","https://openalex.org/W2000972314","https://openalex.org/W2342184561","https://openalex.org/W2183281597","https://openalex.org/W2093301096","https://openalex.org/W286040239"],"abstract_inverted_index":{"Equilibrium":[0],"moisture":[1,24,79,102,137,157],"content":[2,25,80,103,138,158],"of":[3,8,15,35,40,44,56,61,76,81,87,89,100,114,134,146,148],"maize":[4,41,46,57,82,90,149],"affects":[5],"its":[6,22],"values":[7],"dehydration":[9,39],"heat":[10,16,58,86,143],"and":[11,17,29,42,51,59,144,152],"entropy.":[12],"Precise":[13],"prediction":[14,75],"entropy":[18,60,133,145],"with":[19],"regard":[20],"to":[21,119],"equilibrium":[23,78,101],"is":[26,91],"a":[27,66,94],"simple":[28],"fast":[30],"method":[31,73],"for":[32,38,54,74,132],"proper":[33],"estimation":[34],"energy":[36],"required":[37],"simulation":[43],"dried":[45],"storage.":[47],"Artificial":[48],"neural":[49,71,109],"network":[50,72,110],"thermodynamic":[52],"equations":[53],"computation":[55],"sorption":[62,88,147],"were":[63,154],"used,":[64],"as":[65],"new":[67],"method.":[68],"The":[69,85],"artificial":[70,108],"the":[77,107,115,142],"was":[83,117,129],"utilized.":[84],"predicted":[92],"by":[93],"power":[95,113,126],"model.":[96],"After":[97],"well":[98],"training":[99],"data":[104],"sets":[105],"using":[106],"models,":[111],"predictive":[112],"model":[116,128],"found":[118],"be":[120],"high":[121],"(R2":[122],"=":[123],"0.99).":[124],"A":[125],"regression":[127],"also":[130],"developed":[131],"sorption.":[135],"At":[136],"above":[139],"11%":[140],"(d.b.)":[141],"decreased":[150],"smoothly":[151],"they":[153],"highest":[155],"at":[156],"about":[159],"8%":[160],"(d.b.).":[161]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
