Given the climate change in recent decades and the ever-increasing energy consumption in
the building sector, research is widely focused on the green revolution and ecological …

Optimal control of heating, ventilation, and air conditioning (HVAC) systems, along with
demand-side management, are both cost-effective methods in the process of energy …

The outdoor air supply is mandatory for healthy built environments but consumes a large
amount of building energy. The demand-controlled ventilation method adjusts the outdoor …

Real-time nonintrusive occupancy estimation can maximize the use of existing sensors to
infer occupant information in buildings with the advantages of fewer privacy concerns and …

Accurate prediction of air conditioning load is the pivotal problem of air conditioning
optimization control, which is of great significance for reducing building energy consumption …

The air conditioning system constitutes more than half of the total energy demand in hub
airport buildings. To enhance the energy efficiency and to enable intelligent energy …

For a data-driven building energy prediction model, the insufficient data available for new
buildings and existing buildings with limited data pose a challenge to achieving the …

Green buildings are designed and constructed according to the principles of sustainable
development and are an inevitable trend in future architectural development. Nowadays …

The current ultra-short-term cooling load forecasting models have not given due attention to
the data pre-processing stage. In this paper, multivariate signal decomposition methods …

Accurate and reliable cooling load forecasting is a prerequisite for air-conditioning system
control and the basis for building-side energy management. Therefore, a hybrid prediction …