ArticleInternational journal of food science2026
Process Optimization and Uncertainty Analysis of IoT-Integrated Cyclic Microwave-Assisted Extraction (CMAE) for Vanillin Recovery.
Article in International journal of food science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Vanillin, the principal flavor compound in vanilla, is a high-value natural product whose conventional extraction is often limited by low efficiency and high energy consumption. Although microwave-assisted extraction (MAE) has improved extraction efficiency, most systems rely on continuous operation with limited real-time process monitoring. To address this limitation, an IoT-integrated cyclic microwave-assisted extraction (CMAE) system was developed for vanillin recovery from
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