The article introduces a new method called Piecewise Quadratic Lyapunov Functions to analyze the stability of uncertain piecewise linear systems. This method is less conservative than previous approaches and includes algorithms to check for stability. The researchers demonstrate the effectiveness of this method through examples in the paper.