Comprehensive MATLAB Function Suite for Fault Diagnosis

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Resource Overview

A self-developed comprehensive MATLAB function collection for fault diagnosis featuring statistical methods, time-domain analysis, time-series techniques, spectral analysis with power spectral density functions, and wavelet analysis methods. Each algorithm includes detailed implementation comments and usage guidelines.

Detailed Documentation

This is a comprehensive MATLAB function suite I developed for fault diagnosis applications. The toolkit implements multiple analytical approaches including statistical methods, time-domain analysis, time-series modeling, spectral analysis with power spectral density functions, and wavelet transform techniques. The code contains detailed inline documentation explaining both the implementation methodology and theoretical principles behind each algorithm. Key features include configurable parameter settings for different fault scenarios, automated signal processing pipelines, and visualization components for diagnostic results. I hope this resource proves valuable for engineers and researchers working on fault detection and system health monitoring.

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