Buildings are one of the main drivers of global energy consumption and CO 2 emissions.
Efficient energy management systems will have to integrate renewable energy sources with …

Occupants' behavior is a major source of uncertainty for the optimal operation of building
energy systems. The highly stochastic hot water use behavior of occupants has led to …

With the rapid development of smart grids, society has become increasingly urgent to solve
the problems of low energy utilization efficiency and high energy consumption. In this …

It is known that the increment of greenhouse gas emissions is one of the main factors behind
the global warming phenomenon. Global warming is a heavy influence to abnormal …

Demand response has proven to be a crucial mechanism in the process of flexibility
exploitation on the demand side. Throughout the years, it has evolved and expanded …

This study utilizes machine learning and, more specifically, reinforcement learning (RL) to
allow for an optimized, real-time operation of large numbers of decentral flexible assets on …

This paper covers predicting high-resolution electricity peak demand features given lower-
resolution data. This is a relevant setup as it answers whether limited higher-resolution …

Considering recent developments in the energy sector, further reduction of electricity cost
and flattening of the electric power demand curve are needed. We have focused on an …