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For PID controllers, engineers and designers need to have a good understanding and expertise on the mathematical behavior of the plant. On the contrary, for Fuzzy logic controllers, engineers and designers do not need to know the mathematical behavior of the controlled process.
Any processor which make the decision based on yes or no condition does not need fuzzy logic