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Method for Data-Driven Learning-based Control of HVAC Systems using High-Dimensional Sensory Observations
Method for Data-Driven Learning-based Control of HVAC Systems using High-Dimensional Sensory Observations
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机译:高维感官观测的基于数据驱动学习的HVAC系统控制方法
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摘要
A controller for controlling an operation of an air-conditioning system conditioning an indoor space includes a data input to receive state data of the space at multiple points in the space, a memory to store a code of a reinforcement learning algorithm and a history of the state data and a history of control commands having been applied to the air-conditioning system, wherein the history of the control commands is associated with the state data and history of rewards, a processor coupled to the memory determines a value function outputting a cumulative value of the rewards and transmits a control command by using the reinforcement learning algorithm, and a data output to receive the control command from the processor and transmit a control signal to the air-conditioning system, wherein the control signal controls at least one actuator of the air-conditioning system according to the control command.
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