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Nature-inspired Optimization Algorithms Applied to Control Systems
February 15 @ 6:00 pm - 7:30 pm
Please register (free) to attend: (https://r6.ieee.org/scv-cs/?p=1993) During the design of control systems, the adjustment of the controller parameters plays a fundamental role in the performance of the transient and steady-state regimes. From this perspective, the tuning of controller parameters has been performed using various methods and tools, but recently, meta-heuristic algorithms have improved tuning procedures to ensure the operation and stability of those systems. Thus, optimization algorithms that mimic the evolution of self-organizing biological systems, also called nature-inspired algorithms, have gained great relevance due to their significant potential for solving optimization problems. In particular, this talk presents the basics of several nature-inspired optimization algorithms and their application to tune the parameters of the fuzzy logic controller of a nonlinear magnetic levitation system, and an energy management system for a residential microgrid. Various results are provided to highlight and compare the features of the optimized controllers. Speaker(s): Enrique V. Carrera , Vishnu S. Pendyala Virtual: https://events.vtools.ieee.org/m/301177