Article

Trajectory-level dynamic validation of a phase-structured grey-box model for consolidated bioprocessing using literature-derived ethanol trajectories

2026-04-17

Abstract excerpt

<title>Abstract</title> <p>Consolidated bioprocessing (CBP) is a promising route for lignocellulosic ethanol production because enzyme generation, biomass hydrolysis, and fermentation can be integrated within a single process. However, the strong nonlinear coupling and limited observability of these stages make CBP difficult to model dynamically. This study presents a time-series-informed grey-box framework for d...

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Literature Corpus work: 6ba996c2-7631-5dc0-aeab-5fa818e751da
DOI: 10.21203/rs.3.rs-9278223/v1

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Trajectory-level dynamic validation of a phase-structured grey-box model for consolidated bioprocessing using literature-derived ethanol trajectoriesDOI 10.21203/rs.3.rs-9278223/v1Read

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