October 02, 2025

Intelligent Reliability Analysis Using MATLAB and AI: Perform Failure Analysis and Reliability Engineering using MATLAB and Artificial Intel

15 minutes

Introduces intelligent reliability analysis using MATLAB and AI, focusing on failure analysis and reliability engineering. It covers foundational concepts like reliability fundamentals, measures of reliability such as MTBF and MTTF, and remaining useful lifetime (RUL) estimation techniques. The sources also explore experimental methodologies like accelerated life testing for various electronic components and intelligent modeling approaches using Artificial Neural Networks (ANN), Fuzzy Logic (FL), and Adaptive Neuro-Fuzzy Inference Systems (ANFIS) for predictive maintenance. The overarching goal is to enable proactive component replacement and reduce electronic waste.

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