Optimal formation of fuzzy rule-base for predicting process's performance measures

► Fuzzy rule-base can model a complex manufacturing process. ► Simulated annealing algorithm can optimize fuzzy rule-base formation. ► Change in shape of fuzzy sets causes minor improvement in estimation accuracy.