Dynamic Event-Triggered Robust Feedback Model Predictive Tracking Control of Air-Breathing Hypersonic Vehicle Based on Disturbance Preview

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-11-06 DOI:10.1109/TAES.2024.3492159
Jin Zhao;Mou Chen
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Abstract

This work investigates the tracking control problem for the attitude system of an air-breathing hypersonic vehicle with unknown disturbance, and presents a dynamic event-triggered robust feedback model predictive control (DET-RFMPC) based on disturbance preview (DP) scheme. The DP technique is introduced to estimate the current and approximate future disturbance values to improve the accuracy of the prediction model. Then, the resulting disturbance estimation error is tackled by robust feedback model predictive control with constraint tightening. Specifically, to address the second-order property of the controlled system, the virtual tracking reference is introduced into robust model predictive control to improve adaptability and control performance. Moreover, to alleviate the calculation burden and maintain the anticipated tracking performance, simultaneously, the event-triggered mechanism with dynamic measurement is taken into account. The sufficient conditions ensuring the feasibility of the proposed algorithm and the stability of the closed-loop system are analyzed. Finally, the simulation study performs the effectiveness of the presented DP-based DET-RFMPC strategy.
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基于扰动预览的喷气式高超音速飞行器动态事件触发鲁棒反馈模型预测跟踪控制
研究了具有未知扰动的吸气式高超声速飞行器姿态系统的跟踪控制问题,提出了一种基于扰动预瞄(DP)方案的动态事件触发鲁棒反馈模型预测控制(dt - rfmpc)。为了提高预测模型的精度,引入DP技术对当前扰动值和未来扰动值进行估计和近似。然后,利用约束收紧的鲁棒反馈模型预测控制来解决扰动估计误差。针对被控系统的二阶特性,在鲁棒模型预测控制中引入了虚拟跟踪参考,提高了系统的自适应性和控制性能。此外,为了减轻计算负担并保持预期的跟踪性能,同时考虑了带有动态测量的事件触发机制。分析了保证算法可行性和闭环系统稳定性的充分条件。最后,通过仿真研究验证了所提出的基于dp的DET-RFMPC策略的有效性。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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