Cooling load prediction is important and essential for many building energy efficient
controls, such as morning start control of chiller plant. However, most of the existing methods …

Building cooling load prediction is one of the key factors in the success of energy-saving
measures. Many computational models available in the industry today have been developed …

It is not feasible to apply the traditional prediction method to predict hourly building cooling
load at the urban energy planning stage because of the limited building information and …

Data-mining approaches for improving building cooling load predictions are presented and
analyzed on different training time scales (T-1 to T-6) in this paper. Multiple linear regression …

Prediction errors are inevitable for all building cooling load prediction methods. Prediction
errors are harmful for the building energy management strategies which are based on the …

Dynamic cooling and heating load forecasting of heating, ventilation and air conditioning
(HVAC) systems is a basis for optimizing the operation of HVAC systems and can contribute …

This paper presents an investigation into the use of occupancy space electrical power
demand to mimic occupants' activities in building cooling load prediction by intelligent …

Accurate simulation and forecast of cooling load is vital in the design of efficient cooling in a
cold storage system. In order to be more accurate in predictions and reduce simulation …

Building cooling load predictions can be used to better understand energy demands and to
improve the energy efficiency of HVAC systems. In this study, GA-SVR and GA-WD-SVR …

An important aspect in improving the energy efficiency of buildings is the effective use of
building heating and cooling load prediction models. A lot of studies have been undertaken …