# 1. Define the universe of discourse for the output variable. # `np.arange` creates a NumPy array. Here, it will produce 101 elements from 0 to 10. x = np.arange(0 ...

Abstract: Recently, Type-2 (T2) Fuzzy Logic Systems (FLSs) gained increased attention due to their capability to better describe, model and cope with the ubiquitous dynamic uncertainties in many ...

Mastering the Art of Defuzzification: A Key to Effective Fuzzy Logic Systems In the realm of artificial intelligence and fuzzy logic, defuzzification stands as a crucial process that transforms fuzzy ...

Surface defects on silicon nitride ceramic bearing rollers typically exhibit fuzzy edge characteristics and gradient plunge features, which present significant challenges in image segmentation, ...

Mastering the Art of Defuzzification: A Key to Effective Fuzzy Logic Systems In the realm of artificial intelligence and fuzzy logic, defuzzification stands as a critical process that transforms fuzzy ...

This project simulates a car ECU data stream (dummy telemetry) and performs maintenance analysis using a Mamdani Fuzzy Inference System (FIS) with centroid defuzzification.