A Novel Performance Prediction Model for the Machining Process Based on the Interval Type-2 Fuzzy Neural Network

Table 2

Design factors in the IT2FNN architecture.

Parameter	MRR	Ra
Layer 1: Number of input nodes	5	5
Layer 2: Number of membership functions	10	10
Layer 3: Number of rules	32	32
Layer 4: Number of normalization nodes	32	32
Layer 5: Number of type-reduction nodes	2	2
Layer 6: Number of output nodes	1	1
Footprint of uncertainty	Gaussian with uncertain standard deviation	Gaussian with uncertain standard deviation