Search Results - "Imaizumi, Taiji"

Improved multistep ahead photovoltaic power prediction model based on LSTM and self-attention with weather forecast data by Hu, Zehuan, Gao, Yuan, Ji, Siyu, Mae, Masayuki, Imaizumi, Taiji

“…Accurate predictions of photovoltaic power generation (PV power) are essential for the integration of renewable energy into grids, markets, and building energy…”
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Improved robust model predictive control for residential building air conditioning and photovoltaic power generation with battery energy storage system under weather forecast uncertainty by Hu, Zehuan, Gao, Yuan, Sun, Luning, Mae, Masayuki, Imaizumi, Taiji

“…The rising demands for comfort alongside energy conservation underscore the importance of intelligent air conditioning control systems. Model Predictive…”
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Self-learning dynamic graph neural network with self-attention based on historical data and future data for multi-task multivariate residential air conditioning forecasting by Hu, Zehuan, Gao, Yuan, Sun, Luning, Mae, Masayuki, Imaizumi, Taiji

“…In the context of escalating energy consumption in buildings, particularly from air conditioning (AC), the intelligent control of AC has become increasingly…”
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Individual room air-conditioning control in high-insulation residential building during winter: A deep reinforcement learning-based control model for reducing energy consumption by Sun, Luning, Hu, Zehuan, Mae, Masayuki, Imaizumi, Taiji

“…In recent years, the thermal insulation performance of residential buildings has been enhanced to reduce energy consumption. However, this enhancement often…”
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