V2EX model predictive control

Model Predictive Control

Definition / 定义

Model Predictive Control(MPC,模型预测控制):一种控制方法,利用系统的数学模型在每个时刻预测未来一段时间内的行为,并通过求解优化问题选择当前要施加的控制量;通常能显式处理约束(如输入幅度、速度、温度上限等)。常见于过程工业、机器人、自动驾驶与能源系统等领域。

Pronunciation / 发音

/mdl prdktv kntrol/

Examples / 例句

We use model predictive control to keep the drone stable.
我们使用模型预测控制来保持无人机稳定。

Model predictive control optimizes the control actions over a moving time horizon while respecting actuator and safety constraints.
模型预测控制在滚动的时间窗口内优化控制动作,同时满足执行器与安全约束。

Etymology / 词源

该术语由三部分组成:model(模型)指用数学模型描述系统;predictive(预测的)强调用模型预测未来状态;control(控制)指根据目标调节系统行为。MPC在20世纪70年代首先在化工过程控制中得到广泛应用,随后发展为现代控制与优化的重要分支;其核心思想也常被称为receding horizon(滚动/后退时域)优化。

Related Words / 相关词

Literary Works / 文学作品

  • Model Predictive Control(Camacho & Bordons)
  • Model Predictive Control: Theory and Design(Rawlings & Mayne)
  • Predictive Control for Linear and Hybrid Systems(Borrelli, Bemporad & Morari)
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