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Synthesizing Scheduled Robust Model Predictive Control with Target Tracking 被引量:1

Synthesizing Scheduled Robust Model Predictive Control with Target Tracking
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摘要 Systems with large operating regions and non-zero state target tracking have limited the industrial application of robust model predictive control (RMPC) with synthetic action. To overcome the problem, this paper presents a novel formulation of synthesizing scheduled RMPC for linear time varying (LTV) systems. Off-line, we compute the matrix that transforms target output into steady state first. Then a set of stabilizing state feedback laws which are corresponding to a set of estimated regions of stability covering the desired operating region are provided. On-line, these control laws are implemented as a single scheduled state feedback model predictive control (MPC) which switches between the set of local controllers and achieve the desired target at last. Finally, the algorithm is illustrated with an example. Systems with large operating regions and non-zero state target tracking have limited the industrial application of robust model predictive control (RMPC) with synthetic action. To overcome the problem, this paper presents a novel formulation of synthesizing scheduled RMPC for linear time varying (LTV) systems. Off-line, we compute the matrix that transforms target output into steady state first. Then a set of stabilizing state feedback laws which are corresponding to a set of estimated regions of stability covering the desired operating region are provided. On-line, these control laws are implemented as a single scheduled state feedback model predictive control (MPC) which switches between the set of local controllers and achieve the desired target at last. Finally, the algorithm is illustrated with an example.
出处 《International Journal of Automation and computing》 EI 2012年第4期337-341,共5页 国际自动化与计算杂志(英文版)
关键词 Model predictive control (MPC) scheduled tracking linear matrix inequalities (LMI) target tracking steady state. Model predictive control (MPC), scheduled tracking, linear matrix inequalities (LMI), target tracking, steady state.
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参考文献10

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