**2. The Proposed Methodology**

This section clarifies the proposed SLCVA*k*NN-based power system disturbance detection method. The whole methodology involves three parts: dynamic system modeling using canonical variate analysis, monitoring index construction based on *k*NN, and weak disturbance detection by statistical local analysis.
