PID control parameter optimization method with robustness guarantee
A technology of control parameters and optimization methods, applied in adaptive control, general control systems, control/regulation systems, etc., can solve the problems of ensuring the robust performance of multi-variable systems, difficult to implement with high controller order, etc.
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[0044] The technical solutions of the present invention will be described in detail below in conjunction with the accompanying drawings.
[0045] The invention provides a PID control parameter optimization method with robustness. It adopts the constrained particle swarm optimization algorithm firstly, and synthesizes the performance index of the controller and the constraint conditions to be satisfied by the controller to form a new PID control parameter with constraints. performance index function, thereby transforming the constrained optimization problem into a general unconstrained optimization problem, and then adopting the standard particle swarm optimization algorithm to obtain the optimal PID control parameters satisfying the constraints, the optimization method specifically includes the following steps:
[0046] Step A, determine the number of particle populations N and optimize the maximum number of generations k max ;
[0047] Step B, initialize the position and vel...
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