{"id":"https://openalex.org/W7202372237","doi":"https://doi.org/10.1016/j.jspr.2026.103208","title":"Predictive gas recirculation control for CO2-modified atmosphere treatment in a full-scale concrete maize silo using conditional multi-step forecasting","display_name":"Predictive gas recirculation control for CO2-modified atmosphere treatment in a full-scale concrete maize silo using conditional multi-step forecasting","publication_year":2026,"publication_date":"2026-08-13","ids":{"openalex":"https://openalex.org/W7202372237","doi":"https://doi.org/10.1016/j.jspr.2026.103208"},"language":"en","primary_location":{"id":"doi:10.1016/j.jspr.2026.103208","doi":"https://doi.org/10.1016/j.jspr.2026.103208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jspr.2026.103208","pdf_url":null,"source":{"id":"https://openalex.org/S85016161","display_name":"Journal of Stored Products Research","issn_l":"0022-474X","issn":["0022-474X","1879-1212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Stored Products Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5124442507","display_name":"Jie Lin","orcid":"https://orcid.org/0009-0007-3326-5805","observed_orcids":["https://orcid.org/0009-0007-3326-5805"]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lin","raw_affiliation_strings":["College of Engineering, China Agricultural University, Beijing, 100083, China","Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":"https://orcid.org/0009-0007-3326-5805","affiliations":[{"raw_affiliation_string":"College of Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037465848","display_name":"Kun Hu","orcid":"https://orcid.org/0000-0001-5044-7327","observed_orcids":["https://orcid.org/0000-0001-5044-7327"]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Hu","raw_affiliation_strings":["Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026117999","display_name":"Xiaoping Yan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Yan","raw_affiliation_strings":["Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135673338","display_name":"Haoyu Wen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Wen","raw_affiliation_strings":["College of Engineering, China Agricultural University, Beijing, 100083, China","Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147087962","display_name":"Xiaoyu Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zhang","raw_affiliation_strings":["College of Engineering, China Agricultural University, Beijing, 100083, China","Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147107899","display_name":"Yining Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yining Wu","raw_affiliation_strings":["College of Engineering, China Agricultural University, Beijing, 100083, China","Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124412731","display_name":"Yuanyi Luo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127978","display_name":"Sinograin (China)","ror":"https://ror.org/02dw6dx51","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127978"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanyi Luo","raw_affiliation_strings":["Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinograin Chengdu Storage Research Institute Co., Ltd., Chengdu, 610091, China","institution_ids":["https://openalex.org/I4210127978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124406575","display_name":"Hongwei Xiao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongwei Xiao","raw_affiliation_strings":["College of Engineering, China Agricultural University, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5124406575","https://openalex.org/A5124412731"],"corresponding_institution_ids":["https://openalex.org/I4210127978","https://openalex.org/I52158045"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"119","issue":null,"first_page":"103208","last_page":"103208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7271000146865845,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7271000146865845,"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"}},{"id":"https://openalex.org/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.15049999952316284,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.017000000923871994,"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/concrete-silos","display_name":"concrete silos","score":0.7919999957084656},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.6890000104904175},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.8579999804496765},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9800000190734863},{"id":"https://openalex.org/keywords/sequence-to-sequence","display_name":"Seq2Seq","score":0.7300000190734863},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.871999979019165},{"id":"https://openalex.org/keywords/grain-storage","display_name":"grain storage","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C2778024958","wikidata":"https://www.wikidata.org/wiki/Q213643","display_name":"Silo","level":2,"score":0.6855000257492065},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5913000106811523},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C65440619","wikidata":"https://www.wikidata.org/wiki/Q177974","display_name":"Atmosphere (unit)","level":2,"score":0.5619000196456909},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.41929998993873596},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.41040000319480896},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37959998846054077},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3546000123023987},{"id":"https://openalex.org/C89838059","wikidata":"https://www.wikidata.org/wiki/Q623738","display_name":"Coefficient of variation","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C203017698","wikidata":"https://www.wikidata.org/wiki/Q1815645","display_name":"Modified atmosphere","level":3,"score":0.3418999910354614},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.3400000035762787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3231000006198883},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.30309998989105225},{"id":"https://openalex.org/C2987858997","wikidata":"https://www.wikidata.org/wiki/Q7312160","display_name":"Monitoring and control","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C186215838","wikidata":"https://www.wikidata.org/wiki/Q772232","display_name":"Conditional expectation","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C42683663","wikidata":"https://www.wikidata.org/wiki/Q3517834","display_name":"Mean radiant temperature","level":3,"score":0.289000004529953},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C192943249","wikidata":"https://www.wikidata.org/wiki/Q1893382","display_name":"Stratification (seeds)","level":5,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jspr.2026.103208","doi":"https://doi.org/10.1016/j.jspr.2026.103208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jspr.2026.103208","pdf_url":null,"source":{"id":"https://openalex.org/S85016161","display_name":"Journal of Stored Products Research","issn_l":"0022-474X","issn":["0022-474X","1879-1212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Stored Products Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7811999917030334,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"},{"score":0.685699999332428,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2716406571","display_name":null,"funder_award_id":"2023YFD1701204","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321131","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1976850805","https://openalex.org/W1980712198","https://openalex.org/W1986104560","https://openalex.org/W2014677821","https://openalex.org/W2039965352","https://openalex.org/W2051553836","https://openalex.org/W2053680352","https://openalex.org/W2064675550","https://openalex.org/W2072375914","https://openalex.org/W2130470307","https://openalex.org/W2465638852","https://openalex.org/W2512571420","https://openalex.org/W2531067910","https://openalex.org/W2971724044","https://openalex.org/W2996331899","https://openalex.org/W3124897692","https://openalex.org/W3216206094","https://openalex.org/W4360602013","https://openalex.org/W4412681660","https://openalex.org/W7126157279"],"related_works":["https://openalex.org/W7212020454","https://openalex.org/W2324956001","https://openalex.org/W2665001508","https://openalex.org/W4320156381","https://openalex.org/W4401451423","https://openalex.org/W7150817440","https://openalex.org/W7164400574","https://openalex.org/W7155493359","https://openalex.org/W7167596443","https://openalex.org/W7204917162"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2026-08-14T00:00:00"}