Motor Current Signature Analysis

Brings Motor Current Signature Analysis directly into Claude and other MCP clients. You get 21 tools covering the full diagnostic pipeline: load current signals from CSV/WAV/NPY files, compute fault frequencies for broken rotor bars, eccentricity, stator faults, and bearing defects (BPFO, BPFI, BSF, FTF), run FFT and Welch PSD analysis, perform Hilbert envelope demodulation, and execute automated fault detection with severity classification. Signals and spectra persist to disk as compressed .npz files referenced by short IDs, so you can work with large datasets without clogging the context window. Use it when you need predictive maintenance insights from electrical signatures without requiring vibration sensors or physical motor access. Includes synthetic signal generation for testing and a one-shot diagnosis tool that goes from raw file to full fault report.