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TCLab B: MIMO Deep Learning
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The TCLab is a hands-on application of machine learning and advanced temperature control with two heaters and two temperature sensors. The labs reinforce principles of model development, estimation, and advanced control methods.
The heater power output is adjusted to maintain a desired temperature setpoint. Thermal energy from the heater is transferred by conduction, convection, and radiation to the temperature sensor.
This lab is a resource for model identification, estimation, and advanced control development with full source code examples available in MATLAB and Python. This video features Python GEKKO for solving an energy balance and training and predicting with a neural network.
The heater power output is adjusted to maintain a desired temperature setpoint. Thermal energy from the heater is transferred by conduction, convection, and radiation to the temperature sensor.
This lab is a resource for model identification, estimation, and advanced control development with full source code examples available in MATLAB and Python. This video features Python GEKKO for solving an energy balance and training and predicting with a neural network.
TCLab B: MIMO Deep Learning
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