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computationally-efficient-controller

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Zhang-Xuewen / Deep-DeePC

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This project is source code of paper Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning by X. Zhang, K. Zhang, Z. Li, and X. Yin. The objective of this work is to learn the DeePC operator using a neural network and bypass online optimization of conventional DeePC for efficient online implementation.

machine-learning deep-learning model-predictive-control process-control data-driven-control data-enabled-predictive-control nonlinear-processes computationally-efficient-controller deep-deepc
  • Updated Oct 16, 2024
  • Python

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