Parameter Identification Methods for PMDC Motors

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This coursework introduces PMDC Motors, emphasizing their role in automation and robotics, challenges in wear and aging, and the importance of parameter estimation. It covers electrical and mechanical modeling, key operational parameters, and dynamic responses. Techniques like Least Squares and metaheuristic algorithms (DE, PSO) are discussed, including their costs and accuracy comparisons. Performance analysis highlights improved algorithms through dynamic system response and case studies....