LSTM based Model Predictive Temperature Controller

Citation Author(s):
Ashkan
Safari
University of Tabriz
Submitted by:
Ashkan Safari
Last updated:
Sun, 01/01/2023 - 00:20
DOI:
10.21227/ks86-ag57
Data Format:
License:
0
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Abstract 

In this project, an LSTM-based Model Predictive Controller (LSTM-MPC), with 200 neurons of each layer, is designed to have a highly efficient control on the temperature. The resulted dataset is attached, for further considerations.

Instructions: 

The uploaded zip file includes a ".CSV" that can be used as a dataset for machine learning modellings.

Comments

for reasearch

Submitted by Ravi Kurakula on Wed, 01/04/2023 - 10:20