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Model-Free Adaptive PID Controllers Applied to the Benchmark PID'12

机译:无模型自适应PID控制器应用于基准PID'12

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摘要

Many tuning strategies for PID control algorithms have been proposed in the literature depending on modeling choice from heuristics, physical laws and/or experimental essays. In this paper, the properties of three model-free adaptive PID control design conceptions, known as direct PID control, are investigated and implemented. The recursive least squares estimator is used to identify the PID controller gains without the knowledge of the plant mathematical model. The tuning strategies of the direct PID controller are applied to the boiler control system proposed by Fernando Morilla (UNED, Spain) as a benchmark problem for the 2012 IFAC Conference on Advances in PID Controllers.
机译:在文献中提出了许多针对PID控制算法的调整策略,这取决于启发式,物理法律和/或实验论文的建模选择。本文研究了三种无模型自适应PID控制设计概念的特性,称为直接PID控制,并实现。递归最小二乘估计器用于识别PID控制器增益而不知道工厂数学模型。直接PID控制器的调整策略应用于Fernando Morilla(UNED,Spain)作为2012 IFAC在PID控制器进步上的基准问题的基准问题的锅炉控制系统。

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