Energy systems undergo major transitions to facilitate the large-scale penetration of
renewable energy technologies and improve efficiencies, leading to the integration of many …

Buildings account for about 40% of the global energy consumption. Renewable energy
resources are one possibility to mitigate the dependence of residential buildings on the …

This paper proposes a novel reinforcement learning (RL) architecture for the efficient
scheduling and control of the heating, ventilation and air conditioning (HVAC) system in a …

Buildings consume about 40% of globally-produced energy. A notable amount of this energy
is used to provide sufficient comfort levels to the building occupants. Moreover, given recent …

The automotive industry has recently seen significant advancements, making cars a
dominant form of urban transportation. This development has led to increased focus on …

Buildings account for roughly 40% of the total energy consumption in the world, out of which
heating, ventilation, and air conditioning are the major contributors. Traditional heating …

Incorporating traffic information in power management optimization process for electrified
and connected vehicles offers opportunities for improving fuel economy. Integrating the …

The technical maturity and rapidly increasing market share of electrified vehicles have given
more importance to the cabin thermal management. Efficient thermal management has a key …

To respond to the increasing demand for a comfortable, productive and energy efficient
study environment, the application of artificial intelligence technologies in the smart control …

Reinforcement learning has emerged as a potentially disruptive technology for control and
optimization of HVAC systems. A reinforcement learning agent takes actions, which can be …