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Using DeepSim and Modelon Impact to replace PID controllers with RL controllers

The details of this story are written down in the blog posted on Modelon’s website, which tells the story about the innovative use of reinforcement learning (RL) to develop AI-based controllers for a heat recovery steam generator system. By combining Modelon Impact and the DeepSim platform, engineers are able to take advantage of the latest developments in AI without having to upend current workflows, learn new technologies, and design new models.

Read how used the Modelon Impact software, integrated into our DeepSim platform, to develop an RL controller that can replace traditional PID controllers in a Heat Recovery Steam Generator system. The RL controller outperforms the PID controller in all the important metrics.

Read the full story here.


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