Chiller simulated and real-world data
The synthetic dataset has been produced by an industrial simulator that is able to generate a set of samples representing the working parameters of a device during its operation.
The simulator is not publicly available. The formalization of the domain used by the simulator is now the same adopted in the control system of the chillers. Thus, the simulator provides a good starting point to collect data that describes the studied domain.
Description of the variables involved in the simulation:
T_ENV Temperature of the environment
T_IN Temperature of the water coming into the chiller
T_OUT Temperature of the water coming out of the chiller
Beta Empirical coefficient for the condenser heat exchange capacity
C_cool Cooling capacity
P_Tot Total absorbed power
P_Fan Total absorbed power by fan
EER Energy Efficiency Ratio
RPM Revolutions per minute