{"id":"https://openalex.org/W7214725977","doi":"https://doi.org/10.1155/ijfo/4384246","title":"Process Optimization and Uncertainty Analysis of IoT\u2010Integrated Cyclic Microwave\u2010Assisted Extraction (CMAE) for Vanillin Recovery","display_name":"Process Optimization and Uncertainty Analysis of IoT\u2010Integrated Cyclic Microwave\u2010Assisted Extraction (CMAE) for Vanillin Recovery","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7214725977","doi":"https://doi.org/10.1155/ijfo/4384246","pmid":"https://pubmed.ncbi.nlm.nih.gov/42812808","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13620407"},"language":"en","primary_location":{"id":"doi:10.1155/ijfo/4384246","doi":"https://doi.org/10.1155/ijfo/4384246","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijfo/4384246","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijfo/4384246","source":{"id":"https://openalex.org/S2764476681","display_name":"International Journal of Food Science","issn_l":"2314-5765","issn":["2314-5765","2356-7015"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Food Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijfo/4384246","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058533670","display_name":"Narongrit Tipcompor","orcid":"https://orcid.org/0000-0002-8907-8706","observed_orcids":["https://orcid.org/0000-0002-8907-8706"]},"institutions":[{"id":"https://openalex.org/I4210087436","display_name":"Chiang Rai Rajabhat University","ror":"https://ror.org/005rvws84","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210087436"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Narongrit Tipcompor","raw_affiliation_strings":["Chemistry Program, Faculty of Education, Chiang Rai Rajabhat University, Chiang Rai, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-8907-8706","affiliations":[{"raw_affiliation_string":"Chemistry Program, Faculty of Education, Chiang Rai Rajabhat University, Chiang Rai, Thailand","institution_ids":["https://openalex.org/I4210087436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106164683","display_name":"Thanapon Saengsuwan","orcid":"https://orcid.org/0000-0003-1283-5454","observed_orcids":["https://orcid.org/0000-0003-1283-5454"]},"institutions":[{"id":"https://openalex.org/I4210087436","display_name":"Chiang Rai Rajabhat University","ror":"https://ror.org/005rvws84","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210087436"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thanapon Saengsuwan","raw_affiliation_strings":["Energy Engineering and Electric Technology Program, Faculty of Industrial Technology, Chiang Rai Rajabhat University, Chiang Rai, Thailand"],"raw_orcid":"https://orcid.org/0000-0003-1283-5454","affiliations":[{"raw_affiliation_string":"Energy Engineering and Electric Technology Program, Faculty of Industrial Technology, Chiang Rai Rajabhat University, Chiang Rai, Thailand","institution_ids":["https://openalex.org/I4210087436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012811833","display_name":"Narathip Sujinda","orcid":"https://orcid.org/0000-0002-6657-3261","observed_orcids":["https://orcid.org/0000-0002-6657-3261"]},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Narathip Sujinda","raw_affiliation_strings":["Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, Thailand, ku.ac.th"],"raw_orcid":"https://orcid.org/0000-0002-6657-3261","affiliations":[{"raw_affiliation_string":"Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, Thailand, ku.ac.th","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007129227","display_name":"Sujitra Funsueb","orcid":"https://orcid.org/0000-0003-1437-5172","observed_orcids":["https://orcid.org/0000-0003-1437-5172"]},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sujitra Funsueb","raw_affiliation_strings":["Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand, cmu.ac.th"],"raw_orcid":"https://orcid.org/0000-0003-1437-5172","affiliations":[{"raw_affiliation_string":"Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand, cmu.ac.th","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036751628","display_name":"Watcharaporn Thaharn","orcid":"https://orcid.org/0009-0007-3725-3182","observed_orcids":["https://orcid.org/0009-0007-3725-3182"]},"institutions":[{"id":"https://openalex.org/I4210087436","display_name":"Chiang Rai Rajabhat University","ror":"https://ror.org/005rvws84","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210087436"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Watcharaporn Thaharn","raw_affiliation_strings":["Chemistry Program, Faculty of Education, Chiang Rai Rajabhat University, Chiang Rai, Thailand"],"raw_orcid":"https://orcid.org/0009-0007-3725-3182","affiliations":[{"raw_affiliation_string":"Chemistry Program, Faculty of Education, Chiang Rai Rajabhat University, Chiang Rai, Thailand","institution_ids":["https://openalex.org/I4210087436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036751628"],"corresponding_institution_ids":["https://openalex.org/I4210087436"],"apc_list":{"value":860,"currency":"USD","value_usd":860},"apc_paid":{"value":860,"currency":"USD","value_usd":860},"fwci":0.0,"has_fulltext":true,"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":"2026","issue":"1","first_page":"4384246","last_page":"4384246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14150","display_name":"Biochemical and biochemical processes","score":0.9390000104904175,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14150","display_name":"Biochemical and biochemical processes","score":0.9390000104904175,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12270","display_name":"Microwave-Assisted Synthesis and Applications","score":0.031599998474121094,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic 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/T12181","display_name":"Agricultural and Biological Research","score":0.019300000742077827,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microwave-assisted-extraction","display_name":"microwave-assisted extraction","score":0.7570000290870667},{"id":"https://openalex.org/keywords/vanilla-planifolia","display_name":"Vanilla planifolia","score":0.8510000109672546},{"id":"https://openalex.org/keywords/real-time-temperature-monitoring","display_name":"real-time temperature monitoring","score":0.9459999799728394},{"id":"https://openalex.org/keywords/extraction-optimization","display_name":"extraction optimization","score":0.6230000257492065},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"uncertainty analysis","score":0.7509999871253967},{"id":"https://openalex.org/keywords/specific-energy-consumption","display_name":"specific energy consumption","score":0.7860000133514404},{"id":"https://openalex.org/keywords/ethanol-extraction","display_name":"ethanol extraction","score":0.5230000019073486}],"concepts":[{"id":"https://openalex.org/C2777340834","wikidata":"https://www.wikidata.org/wiki/Q33495","display_name":"Vanillin","level":2,"score":0.8069000244140625},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.7167999744415283},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.5781999826431274},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5414999723434448},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.5078999996185303},{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.39250001311302185},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.3709999918937683},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3181000053882599},{"id":"https://openalex.org/C2778576202","wikidata":"https://www.wikidata.org/wiki/Q2540164","display_name":"Sample preparation","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C115952470","wikidata":"https://www.wikidata.org/wiki/Q332172","display_name":"Process optimization","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C189575605","wikidata":"https://www.wikidata.org/wiki/Q838129","display_name":"Process simulation","level":3,"score":0.2879999876022339},{"id":"https://openalex.org/C113196181","wikidata":"https://www.wikidata.org/wiki/Q485223","display_name":"Analytical Chemistry (journal)","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.262800008058548},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2614000141620636},{"id":"https://openalex.org/C119128265","wikidata":"https://www.wikidata.org/wiki/Q900165","display_name":"Detection limit","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/ijfo/4384246","doi":"https://doi.org/10.1155/ijfo/4384246","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijfo/4384246","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijfo/4384246","source":{"id":"https://openalex.org/S2764476681","display_name":"International Journal of Food Science","issn_l":"2314-5765","issn":["2314-5765","2356-7015"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Food Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13620407","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13620407/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13620407/pdf/IJFO-2026-4384246.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Int J Food Sci","raw_type":"Text"},{"id":"pmid:42812808","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42812808","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of food science","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:0f40fc34987748c485814aadf4e476f6","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/0f40fc34987748c485814aadf4e476f6","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":"International Journal of Food Science, Vol 2026 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/ijfo/4384246","doi":"https://doi.org/10.1155/ijfo/4384246","is_oa":true,"landing_page_url":"https://doi.org/10.1155/ijfo/4384246","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/ijfo/4384246","source":{"id":"https://openalex.org/S2764476681","display_name":"International Journal of Food Science","issn_l":"2314-5765","issn":["2314-5765","2356-7015"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Food Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.8799999952316284},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4943999946117401}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000498735","display_name":null,"funder_award_id":"FF68-1-001","funder_id":"https://openalex.org/F4320329630","funder_display_name":"Chiang Rai Rajabhat University"}],"funders":[{"id":"https://openalex.org/F4320329630","display_name":"Chiang Rai Rajabhat University","ror":"https://ror.org/005rvws84"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214725977.pdf","grobid_xml":"https://content.openalex.org/works/W7214725977.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1971678716","https://openalex.org/W2069594266","https://openalex.org/W2073797067","https://openalex.org/W2083178368","https://openalex.org/W2129294976","https://openalex.org/W2137138460","https://openalex.org/W2146911538","https://openalex.org/W2334415354","https://openalex.org/W2764149439","https://openalex.org/W2928770593","https://openalex.org/W3126381859","https://openalex.org/W4229082203","https://openalex.org/W4317434248","https://openalex.org/W4362672204","https://openalex.org/W4386096675","https://openalex.org/W4386226069","https://openalex.org/W4386840534","https://openalex.org/W4387640836","https://openalex.org/W4387806284","https://openalex.org/W4389326531","https://openalex.org/W4391033780","https://openalex.org/W4391538788","https://openalex.org/W4391788293","https://openalex.org/W4392435137","https://openalex.org/W4393114403","https://openalex.org/W4394945576","https://openalex.org/W4396803554","https://openalex.org/W4396894742","https://openalex.org/W4398157087","https://openalex.org/W4398760324","https://openalex.org/W4401000052","https://openalex.org/W4404124902","https://openalex.org/W4404697811","https://openalex.org/W4404726536","https://openalex.org/W4404791555","https://openalex.org/W4407405680","https://openalex.org/W4410798479","https://openalex.org/W4412155031","https://openalex.org/W4412907777","https://openalex.org/W4413477273","https://openalex.org/W4413890324","https://openalex.org/W4414127497","https://openalex.org/W4414278760","https://openalex.org/W4415008532","https://openalex.org/W4415276010","https://openalex.org/W4415952658","https://openalex.org/W7119505265","https://openalex.org/W7122732926"],"related_works":["https://openalex.org/W4386096675","https://openalex.org/W2129294976","https://openalex.org/W1971678716","https://openalex.org/W7160244007","https://openalex.org/W4404774163","https://openalex.org/W2137138460","https://openalex.org/W2388405521","https://openalex.org/W2334415354","https://openalex.org/W2373145816","https://openalex.org/W2993618631"],"abstract_inverted_index":{"Vanillin,":[0],"the":[1,157,189,201],"principal":[2],"flavor":[3],"compound":[4],"in":[5,243],"vanilla,":[6],"is":[7,15],"a":[8,71,78,111,118,127,137,216,225],"high\u2010value":[9],"natural":[10],"product":[11],"whose":[12],"conventional":[13],"extraction":[14,27,31,52,104,227],"often":[16],"limited":[17,40],"by":[18,212],"low":[19],"efficiency":[20],"and":[21,77,86,114,153,173,181,207,237],"high":[22],"energy":[23,205,209],"consumption.":[24],"Although":[25],"microwave\u2010assisted":[26,51],"(MAE)":[28],"has":[29],"improved":[30],"efficiency,":[32],"most":[33,158],"systems":[34],"rely":[35],"on":[36,110],"continuous":[37],"operation":[38,199],"with":[39,117,186,240],"real\u2010time":[41,83],"process":[42,235],"monitoring.":[43],"To":[44],"address":[45],"this":[46],"limitation,":[47],"an":[48,67,74],"IoT\u2010integrated":[49],"cyclic":[50,88,198,233],"(CMAE)":[53],"system":[54,65,223],"was":[55],"developed":[56,221],"for":[57,170,176],"vanillin":[58,120,196],"recovery":[59],"from":[60,188],"Vanilla":[61],"planifolia":[62],".":[63],"The":[64,220],"incorporated":[66],"infrared":[68],"temperature":[69,84],"sensor,":[70],"solid\u2010state":[72],"relay,":[73],"ESP32":[75],"microcontroller,":[76],"Node\u2010RED":[79],"interface":[80],"to":[81,126,215],"enable":[82],"monitoring":[85],"programmable":[87,232],"microwave":[89,100,151,204],"operation.":[90],"Response":[91],"surface":[92],"methodology":[93],"identified":[94,150],"optimal":[95],"conditions":[96,166],"of":[97,122,129,141,167],"436":[98],"W":[99,169,175],"power,":[101],"16.93":[102],"min":[103,172,178],"time,":[105],"3.45":[106],"g":[107],"sample":[108],"mass":[109],"dry\u2010weight":[112],"basis,":[113],"75%":[115],"ethanol,":[116],"predicted":[119,190],"content":[121],"3.13%":[123],"DW,":[124,184],"equivalent":[125,195],"yield":[128],"31.29":[130],"mg/g":[131,143,183],"DW.":[132],"Monte":[133],"Carlo":[134],"simulation":[135],"yielded":[136,179],"95%":[138],"uncertainty":[139,238],"interval":[140],"29.41\u201333.16":[142],"DW":[144],"(2.94%\u20133.32%":[145],"DW),":[146],"whereas":[147],"sensitivity":[148],"analysis":[149],"power":[152],"ethanol":[154],"concentration":[155],"as":[156],"influential":[159],"variables.":[160],"Experimental":[161],"validation":[162],"under":[163],"approximately":[164],"energy\u2010equivalent":[165],"380":[168],"19.44":[171],"500":[174],"14.78":[177],"30.43":[180],"30.98":[182],"respectively,":[185],"deviations":[187],"value":[191],"below":[192],"3%.":[193],"Assuming":[194],"recovery,":[197],"reduced":[200],"calculated":[202,217],"nominal":[203],"input":[206],"specific":[208],"consumption":[210],"(SEC)":[211],"16.7%":[213],"relative":[214],"continuous\u2010operation":[218],"baseline.":[219],"CMAE":[222],"provides":[224],"data\u2010driven":[226],"platform":[228],"integrating":[229],"IoT\u2010based":[230],"monitoring,":[231],"operation,":[234],"optimization,":[236],"analysis,":[239],"potential":[241],"application":[242],"energy\u2010conscious":[244],"phytochemical":[245],"extraction.":[246]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-09-30T00:00:00"}