robotics control and mechatronics
模型预测控制
Model Predictive ControlA control strategy that uses a system model to predict future behavior and optimize control inputs over a finite horizon. / 一种利用系统模型预测未来行为并在有限时域内优化控制输入的控制策略。
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-25 21:01:46
Sub-knowledge points
Adaptive tracking control / 工艺技术Adaptive Event-Triggered Control / 数学理论Finite Control Set Model Predictive Control (FCS-MPC)Weighted Sum MPCModel Predictive Control for Multilevel Inverters
Higher-order knowledge points
Control TheoryDigital Signal Processing
Main parameters and performance indicators
prediction horizon: The time span over which future system behavior is predicted.control horizon: The number of control steps that are actively optimized.cost function: A mathematical expression defining the optimization objective.
Open problems
No unresolved problem recorded yet
Related literature
ranked by community starsA low-complexity model predictive control method for NPC inverters based on three-step optimizationOpen source
Related products and links
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Creation and modification trail
1 recordsRecord title: Model Predictive Control.
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