LSTM Replaces SISO MPC

The video tutorial explores the use of LSTM networks to emulate Model Predictive Controllers (MPC). It begins with an introduction to LSTM and MPC, followed by a detailed explanation of single input single output MPC. The tutorial then guides viewers through the code implementation, training, and testing of the LSTM model. Finally, it covers the deployment of the model and analyzes the results, highlighting the potential for LSTM to replace MPC in industrial control processes.

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