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stability-analysis

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In this project, an observer in the form of a stable neural network is proposed for any nonlinear MIMO system. As a result of experience, this observer utilizes a nonlinear in parameter neural network (NLPNN) which unlike LPNN, supports systems with higher degree of nonlinearity with no pre-knowledge of its dynamics. The learning rule for this n…

  • Updated Nov 20, 2021
  • MATLAB

The document presents a comprehensive analysis of stability, observability, controllability, and system modeling in control engineering, using eigenvalue analysis, observability matrices, controllability criteria, simulations, and model reduction techniques to evaluate system behavior and performance.

  • Updated Feb 16, 2025
  • MATLAB

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