Non-linear sensitivity analysis for process controllability assessment of multiple solvents. Incorporation of rigorous process design models in integrated solvent and process design. Multiple and simultaneous process disturbance variations considered for different solvents. Computationally efficient assessment of solvent performance through a clustering approach. Solvents identified which are optimum both under steady-state operation and disturbances.