Sliding mode observer for biomass estimation in a biohydrogen production process

► We consider a biohydrogen production process with a purple non-sulfur bacteria. ► We develop a sliding mode observer using measurement of the produced hydrogen volume. ► An estimation of biomass concentration and specific growth rate is achieved. ► The observer exhibits asymptotic convergence. ► It is independent of the growth kinetics with first-order reduced dynamics.