基于 IOFL 技术的锅炉-涡轮机系统稳定约束模型预测控制

M. Abdelbaky, Xiangjie Liu, Xiaobing Kong
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引用次数: 0

摘要

由于锅炉-汽轮机系统具有很强的非线性,使用传统的线性控制器很难实现可行性和高响应能力。因此,需要能在不违反系统约束条件的前提下确保稳定性和可行性,并能提高系统动态输出性能的先进控制器。因此,本文针对锅炉-涡轮机系统提出了一种稳定的输入/输出反馈线性化(IOFL)模型预测控制器(MPC)技术。利用 IOFL 方法将该非线性系统解耦为一个新的线性化模型,然后利用该模型构成所提出的稳定 IOFL MPC 问题。提议的方案采用了一种约束映射方法,将实际输入限制转换为基于控制输出变量的限制,以确保在整个预测范围内有一个可行的解决方案。此外,还采用了线性矩阵不等式形式的最小最大 MPC 技术,并实现了输入变化率约束,以确保锅炉-汽轮机组的稳定性。使用 MATLAB 对过程模型和建议的控制方案进行了仿真,仿真结果表明,与先进的控制方案相比,建议的控制器在各种负荷变化情况下具有更高的动态输出性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stable constrained model predictive control based on IOFL technique for boiler-turbine system
Due to the strong nonlinearities of the boiler-turbine system, feasibility and high response capability are hard to realize using traditional linear controllers. Advanced controllers that can ensure stability and feasibility without violating system constraints, and enhance the system’s dynamic output performance, are needed. Therefore, this paper proposes a stable input/output feedback linearization (IOFL) model predictive controller (MPC) technique for the boiler-turbine system. This nonlinear system is decoupled using the IOFL method into a novel linearized model, which is then used for constituting the proposed stable IOFL MPC problem. The proposed scheme uses a constraint mapping method that converts actual input limits into limits on the basis of the control output variable to ensure a feasible solution over the whole prediction horizon. Moreover, a min-max MPC technique in the form of linear matrix inequality with the realization of the input rate-of-change constraints is utilized to ensure the boiler-turbine unit’s stability. The process model and proposed control scheme are executed using MATLAB and the simulation results demonstrate that the proposed controller has an enhanced dynamic output performance compared with an advanced control scheme under various load variations.
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