LSTM based Model Predictive Temperature Controller
- Citation Author(s):
-
Ashkan Safari (University of Tabriz)
- Submitted by:
- Ashkan Safari
- Last updated:
- DOI:
- 10.21227/ks86-ag57
- Data Format:
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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.
In reply to for reasearch by Ravi Kurakula
Very good afternoon, sir.
I am Ramanathan from SASTRA University, Thanjavur, Tamil Nadu, India. My research area is in Model Predictive Controller design and process control. I kindly request you to share the dataset and details of this project.my mail id ramkeerthi6785@gmail.com
Thank you.
In reply to J by Amit Das
Very good afternoon, sir.
I am Ramanathan from SASTRA University, Thanjavur, Tamil Nadu, India. My research area is in Model Predictive Controller design and process control. I kindly request you to share the dataset and details of this project. my mail id ramkeerthi6785@gmail.com
Thank you.