D Weinberg, Q Wang, TO Timoudas… - Sustainable cities and …, 2023 - Elsevier
Energy efficient control of energy systems in buildings is a widely recognized challenge due to the use of low temperature heating, renewable electricity sources, and the incorporation of …
Building controls are becoming more important and complicated due to the dynamic and stochastic energy demand, on-site intermittent energy supply, as well as energy storage …
With the rise in electricity, gas and oil prices and the persistently high levels of carbon emissions, there is an increasing demand for effective energy management in energy …
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 …
Demand response has the potential of reducing peaks of electricity demand by about 20% in the US, where buildings represent roughly 70% of the total electricity demand. Buildings are …
The increasing use of renewable energy in buildings requires optimization of building demand flexibility to reduce energy costs and carbon emissions. Nevertheless, the …
While reinforcement learning (RL) is gaining popularity in energy systems control, its real- world applications are limited due to the fact that the actions from learned policies may not …
T Schreiber, S Eschweiler, M Baranski, D Müller - Energy and Buildings, 2020 - Elsevier
With the increasing use of volatile renewable energies, the requirements for building automation and control systems (BACS) are increasing. Load shifting within local energy …
Rapid urbanization, increasing integration of distributed renewable energy resources, energy storage, and electric vehicles introduce new challenges for the power grid. In the US …