Stable feedback linearization-based economic MPC scheme for thermal power plant

被引:12
|
作者
Kong, Xiaobing [1 ]
Abdelbaky, Mohamed Abdelkarim [1 ]
Liu, Xiangjie [1 ]
Lee, Kwang Y. [2 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
[2] Baylor Univ, Elect & Comp Engn Dept, Waco, TX 76798 USA
基金
中国国家自然科学基金;
关键词
Boiler -turbine system; Input; output feedback linearization; Economic optimization; Constraints mapping algorithm; Model predictive control; MODEL-PREDICTIVE CONTROL; BOILER-TURBINE UNIT; DYNAMIC MATRIX CONTROL; STEP-RESPONSE MODEL; COORDINATE CONTROL; NONLINEAR-SYSTEMS; OPERATION; STABILITY; STATE;
D O I
10.1016/j.energy.2023.126658
中图分类号
O414.1 [热力学];
学科分类号
摘要
The major concern of modern power plants is changing from tracking control to environmental and economic issues. The economic model predictive control (EMPC) scheme, which incorporates the boiler-turbine unit's dynamic tracking and economic optimization into one online framework, can well enhance the dynamic economic performance. Considering the strong nonlinearity that existed in the boiler-turbine system, this paper presents an advanced EMPC scheme based on the input/output feedback linearization (IOFL) approach. The boiler-turbine dynamics are converted via the IOFL method to a linear form, which can be readily used to constitute the standard EMPC scheme. A dual-mode method is adopted in this paper to guarantee the stability of the IOFL EMPC strategy for the boiler-turbine system, in which the first-mode optimizes the economic objective function while preserving the states of the system within a feasible region, and the second-mode moves the system state to the optimum operating point using an auxiliary controller. The simulations under the MATLAB environment demonstrate that the application of the IOFL-based EMPC scheme enhances the economic and dynamic output performance under load demand changes in comparison with fuzzy hierarchical MPC and fuzzy economic MPC schemes.
引用
收藏
页数:13
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