Home Energy Optimization Based on Wearable Devices
The power consumption is related to people’s level of comfort. In this paper, we propose a home power optimization method based on the sensing data obtained from wearable devices. More specifically, we analyse the user behavior based on this sensing data, and we use a neuron network to establish the mapping between user behavior and level of comfort. We model a home system and propose a smart home energy optimization method based on model predictive control. We design a smart home energy optimization prototype, and design four scenarios to verify our proposed method.
Keywords: energy efficient, wearable devices, smart home, user comfort, model predictive control (MPC)
S. Li, F. Zeng, "Home Energy Optimization Based on Wearable Devices", Engineering Intelligent Systems,
vol. 31 no. 1, pp. 13-20, 2023.