{"id":"https://openalex.org/W7225008071","doi":"https://doi.org/10.1002/ceat.70335","title":"A Multistage Statistical Framework for Curve\u2010Family Model Selection","display_name":"A Multistage Statistical Framework for Curve\u2010Family Model Selection","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7225008071","doi":"https://doi.org/10.1002/ceat.70335"},"language":"en","primary_location":{"id":"doi:10.1002/ceat.70335","doi":"https://doi.org/10.1002/ceat.70335","is_oa":true,"landing_page_url":"https://doi.org/10.1002/ceat.70335","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ceat.70335","source":{"id":"https://openalex.org/S154487680","display_name":"Chemical Engineering & Technology","issn_l":"0930-7516","issn":["0930-7516","1521-4125"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemical Engineering & Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ceat.70335","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160281527","display_name":"Alexis Manuel Faneite Noguera","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1648549","display_name":"Universidad del Zulia","ror":"https://ror.org/04vy5s568","country_code":"VE","type":"education","lineage":["https://openalex.org/I1648549"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"Alexis Manuel Faneite Noguera","raw_affiliation_strings":["Industrial Dryers of Venezuela Company (SECAVENCA, By Its Acronym in Spanish), Development & Innovation Department  Maracaibo Venezuela","Laboratorio de Ingenier\u00eda Qu\u00edmica Universidad Del Zulia (LUZ)  Maracaibo Venezuela"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Dryers of Venezuela Company (SECAVENCA, By Its Acronym in Spanish), Development & Innovation Department  Maracaibo Venezuela","institution_ids":[]},{"raw_affiliation_string":"Laboratorio de Ingenier\u00eda Qu\u00edmica Universidad Del Zulia (LUZ)  Maracaibo Venezuela","institution_ids":["https://openalex.org/I1648549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160255955","display_name":"Ignacio \u00c1ngel Ang\u00f3s Iturgaiz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ignacio \u00c1ngel Ang\u00f3s Iturgaiz","raw_affiliation_strings":["Department of Agricultural Engineering and Biosciences Institute for Sustainability & Food Chain Innovation (ISFOOD) Public University of Navarre (UPNA)  Pamplona Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering and Biosciences Institute for Sustainability & Food Chain Innovation (ISFOOD) Public University of Navarre (UPNA)  Pamplona Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160276674","display_name":"Juan Carlos G\u00f3mez Daza","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Carlos G\u00f3mez Daza","raw_affiliation_strings":["Grupo Interdisciplinario De Innovaci\u00f3n Biotecnol\u00f3gica y Transformaci\u00f3n Ecosocial (BioNovo) Universidad Del Valle (UNIVALLE)  Cali Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo Interdisciplinario De Innovaci\u00f3n Biotecnol\u00f3gica y Transformaci\u00f3n Ecosocial (BioNovo) Universidad Del Valle (UNIVALLE)  Cali Colombia","institution_ids":["https://openalex.org/I91732220"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5160255955"],"corresponding_institution_ids":["https://openalex.org/I175051016"],"apc_list":{"value":3930,"currency":"USD","value_usd":3930},"apc_paid":{"value":3930,"currency":"USD","value_usd":3930},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79052741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10650","display_name":"Food Drying and Modeling","score":0.8428000211715698,"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":0.8428000211715698,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.023099999874830246,"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/T13141","display_name":"Statistical Methods and Applications","score":0.015300000086426735,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-selection","display_name":"model selection","score":0.7540000081062317},{"id":"https://openalex.org/keywords/drying-kinetics","display_name":"drying kinetics","score":0.7940000295639038},{"id":"https://openalex.org/keywords/thermal-decomposition-kinetics","display_name":"thermal decomposition kinetics","score":0.9559999704360962},{"id":"https://openalex.org/keywords/osmotic-dehydration","display_name":"osmotic dehydration","score":0.9980000257492065},{"id":"https://openalex.org/keywords/statistical-validation","display_name":"statistical validation","score":0.6190000176429749},{"id":"https://openalex.org/keywords/simulation-validation","display_name":"simulation validation","score":0.7720000147819519},{"id":"https://openalex.org/keywords/model-selection-criteria","display_name":"model selection criteria","score":0.4189999997615814}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6759999990463257},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6485000252723694},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6269000172615051},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5557000041007996},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4871000051498413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4787999987602234},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4408999979496002},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4374000132083893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.367000013589859},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32679998874664307},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3010999858379364},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.29600000381469727},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2849000096321106},{"id":"https://openalex.org/C3018868096","wikidata":"https://www.wikidata.org/wiki/Q2693233","display_name":"Internal consistency","level":3,"score":0.28349998593330383},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27720001339912415},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25940001010894775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2572000026702881},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/ceat.70335","doi":"https://doi.org/10.1002/ceat.70335","is_oa":true,"landing_page_url":"https://doi.org/10.1002/ceat.70335","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ceat.70335","source":{"id":"https://openalex.org/S154487680","display_name":"Chemical Engineering & Technology","issn_l":"0930-7516","issn":["0930-7516","1521-4125"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemical Engineering & Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/ceat.70335","doi":"https://doi.org/10.1002/ceat.70335","is_oa":true,"landing_page_url":"https://doi.org/10.1002/ceat.70335","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ceat.70335","source":{"id":"https://openalex.org/S154487680","display_name":"Chemical Engineering & Technology","issn_l":"0930-7516","issn":["0930-7516","1521-4125"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemical Engineering & Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324610","display_name":"Universidad P\u00fablica de Navarra","ror":"https://ror.org/02z0cah89"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225008071.pdf","grobid_xml":"https://content.openalex.org/works/W7225008071.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1967252193","https://openalex.org/W1975309917","https://openalex.org/W1997939458","https://openalex.org/W2010286186","https://openalex.org/W2045252094","https://openalex.org/W2048073980","https://openalex.org/W2069029549","https://openalex.org/W2070105136","https://openalex.org/W2076271547","https://openalex.org/W2094012581","https://openalex.org/W2133548197","https://openalex.org/W2145979309","https://openalex.org/W2498119267","https://openalex.org/W2885100201","https://openalex.org/W3133942177","https://openalex.org/W3183479517","https://openalex.org/W3199906999","https://openalex.org/W3210127741","https://openalex.org/W4280555469","https://openalex.org/W4287448498","https://openalex.org/W4313826609","https://openalex.org/W4382877284","https://openalex.org/W4385076552","https://openalex.org/W4386289644","https://openalex.org/W4386402006","https://openalex.org/W4387191090","https://openalex.org/W4398185817","https://openalex.org/W4401346121","https://openalex.org/W4405920201","https://openalex.org/W4410106195","https://openalex.org/W4411968908","https://openalex.org/W7124243537"],"related_works":["https://openalex.org/W2142767393","https://openalex.org/W2786339975","https://openalex.org/W21641493","https://openalex.org/W1988584851","https://openalex.org/W1979520250","https://openalex.org/W2060990605","https://openalex.org/W1971285669","https://openalex.org/W1997858881","https://openalex.org/W2017470575","https://openalex.org/W4211055687"],"abstract_inverted_index":{"ABSTRACT":[0],"Empirical":[1],"models":[2],"are":[3],"widely":[4],"used":[5],"to":[6,64],"represent":[7],"families":[8],"of":[9,32,48,52,68,73,91,104,109],"experimental":[10],"curves":[11],"in":[12,60,84],"chemical":[13],"engineering":[14],"phenomena,":[15],"such":[16],"as":[17],"drying":[18,61],"kinetics,":[19,22],"thermal":[20],"degradation":[21],"osmotic":[23],"dehydration,":[24],"and":[25,79,87,107],"equilibrium":[26],"moisture":[27],"isotherms;":[28],"however,":[29],"the":[30,38,45,65,96,105],"absence":[31],"coherent":[33],"procedure":[34],"exists":[35],"for":[36],"identifying":[37],"best":[39],"performing":[40],"models.":[41,70],"Selection":[42],"relies":[43],"on":[44],"visual":[46],"inspection":[47],"a":[49,56,88],"small":[50],"set":[51],"tabulated":[53],"heterogeneous":[54],"indicators,":[55],"practice":[57],"especially":[58],"limited":[59],"kinetics":[62],"due":[63],"large":[66],"number":[67],"available":[69,92],"An":[71],"analysis":[72],"52":[74],"studies":[75],"published":[76],"between":[77],"1999":[78],"2023":[80],"revealed":[81],"persistent":[82],"subjectivity":[83],"model\u2010selection":[85],"practices":[86],"marked":[89],"underuse":[90],"statistical":[93],"tools.":[94],"On":[95],"other":[97],"hand,":[98],"simulation\u2010based":[99],"validation":[100],"provided":[101],"robust":[102],"evidence":[103],"consistency":[106],"reliability":[108],"this":[110],"framework.":[111]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-01T00:00:00"}