keywords ALGORITHM CHANCE-CONSTRAINED OPTIMIZATION DESIGN Engineering Engineering, Chemical PARALLEL SOLUTION PREDICTIVE CONTROL PROCESS SYSTEMS REDUCED SQP STRATEGY SENSITIVITY-ANALYSIS SOFTWARE Science & Technology Technology applied non-linear programming differential-algebraic equations multi-period dynamic optimization multiple-shooting parallel computing