Software sensors design for the simultaneous saccharification and fermentation of starch to ethanol

► The estimator is developed based on knowledge of only one on-line measurable variable. ► Local stability, observability and controllability analysis. ► It is presented a nonlinear observer to perform the estimation process of the bioreactor. ► The observer's convergence was analyzed employing stability theory.