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Nonlinear Predictive Control System for Stiction Compensation in Electropneumatic Control Valves

机译:电动气动控制阀静态补偿非线性预测控制系统

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摘要

This paper presents the implementation of a system that deals with static friction (stiction) in electropneumatic control valves, one of the most common nonlinearities that causes problems such as limit cycles and consequently wear of the valve and its moving parts, as well as losses in production and maintenance costs. This system is composed of a nonlinear predictive controller with adjustable constraints and an online database for estimation of the stiction parameters. The predictive controller uses constraints on the valve speed during its excursion, as well as constraints on the control signal to bring the valve to the desired position and slip it when necessary. The strategy adopted also showed robustness, being able to cope with changes in the spring and stiction parameters, which caused mismatch between the model and the controller and consequently loss of performance or even instability.
机译:本文介绍了一种系统的实施,该系统处理电动气动控制阀中的静摩擦(静态),其中最常见的非线性之一导致限位循环等问题,从而造成阀门及其移动部件,以及损耗生产和维护成本。该系统由具有可调节约束的非线性预测控制器和用于估计静态参数的在线数据库。预测控制器在其偏移期间使用对阀速的约束,以及控制信号上的约束,使阀门将阀门带到所需位置并在必要时滑动。所采用的策略也表现出稳健性,能够应对弹簧和沉默参数的变化,这在模型和控制器之间导致不匹配,因此损失了性能甚至不稳定。

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