Zobrazeno 1 - 10
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pro vyhledávání: '"Building Control"'
Autor:
Jiang, Zixin, Dong, Bing
Model predictive control can achieve significant energy savings, offer grid flexibility, and mitigate carbon emissions. However, the challenge of identifying individual control-oriented building dynamic models limits large-scale real-world applicatio
Externí odkaz:
http://arxiv.org/abs/2412.02943
The indoor environment greatly affects health and well-being; enhancing health and reducing energy use in these settings is a key research focus. With advancing Information and Communication Technology (ICT), recommendation systems and reinforcement
Externí odkaz:
http://arxiv.org/abs/2411.08734
Reinforcement learning (RL) is a powerful tool for optimal control that has found great success in Atari games, the game of Go, robotic control, and building optimization. RL is also very brittle; agents often overfit to their training environment an
Externí odkaz:
http://arxiv.org/abs/2312.10289
By providing various services, such as Demand Response (DR), buildings can play a crucial role in the energy market due to their significant energy consumption. However, effectively commissioning buildings for such desired functionalities requires si
Externí odkaz:
http://arxiv.org/abs/2307.08866
Akademický článek
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Large-scale integration of intermittent renewable energy sources calls for substantial demand side flexibility. Given that the built environment accounts for approximately 40% of total energy consumption in EU, unlocking its flexibility is a key step
Externí odkaz:
http://arxiv.org/abs/2211.11830