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Digital twins for food processing and shelf-life: linking mechanistic models, sensors, and AI to predict quality, safety, and waste through near-real-time decision support

Hybrid digital twins (DTs) are emerging as decision-support systems for perishable food supply chains because they can transform shipment-specific exposure histories into individualized forecasts of quality evolution, safety risk, and remaining shelf-life (RSL). This paper presents a focused hybrid...

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Principais autores: Chinyere Nneoma Ugwu, Fabian Chukwudi Ogenyi, Okechukwu Paul-Chima Ugwu, Jovita Nnenna Ugwu, Micheal Ben Okon
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2026-05-01
Series:Frontiers in Food Science and Technology
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Acceso en liña:https://www.frontiersin.org/articles/10.3389/frfst.2026.1813819/full
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