A simplified method to predict hourly building cooling load for urban energy planning
L Duanmu, Z Wang, ZJ Zhai, X Li - Energy and Buildings, 2013 - Elsevier
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 …
load at the urban energy planning stage because of the limited building information and …
Development and validation of a simplified online cooling load prediction strategy for a super high-rise building in Hong Kong
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 …
controls, such as morning start control of chiller plant. However, most of the existing methods …
A study of the importance of occupancy to building cooling load in prediction by intelligent approach
SSK Kwok, EWM Lee - Energy Conversion and Management, 2011 - Elsevier
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 …
measures. Many computational models available in the industry today have been developed …
An intelligent approach to assessing the effect of building occupancy on building cooling load prediction
Building cooling load prediction is one of the key factors in the success of energy-saving
measures. Many computational models available in the industry have been developed from …
measures. Many computational models available in the industry have been developed from …
An improved office building cooling load prediction model based on multivariable linear regression
G Qiang, T Zhe, D Yan, Z Neng - Energy and Buildings, 2015 - Elsevier
The cooling load prediction of heating, ventilating and air-conditioning (HVAC) systems in
office buildings is fundamental work for optimizing the operation of HVAC systems. In this …
office buildings is fundamental work for optimizing the operation of HVAC systems. In this …
A Bayesian Network model for predicting cooling load of commercial buildings
Cooling load prediction is indispensable to many building energy saving strategies. In this
paper, we proposed a new method for predicting the cooling load of commercial buildings …
paper, we proposed a new method for predicting the cooling load of commercial buildings …
An improved cooling load prediction method for buildings with the estimation of prediction intervals
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 …
errors are harmful for the building energy management strategies which are based on the …
A hybrid method of dynamic cooling and heating load forecasting for office buildings based on artificial intelligence and regression analysis
J Zhao, X Liu - Energy and Buildings, 2018 - Elsevier
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 …
(HVAC) systems is a basis for optimizing the operation of HVAC systems and can contribute …
Research on short-term and ultra-short-term cooling load prediction models for office buildings
Y Ding, Q Zhang, T Yuan - Energy and Buildings, 2017 - Elsevier
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 …
improve the energy efficiency of HVAC systems. In this study, GA-SVR and GA-WD-SVR …
Prediction of the total day-round thermal load for residential buildings at various scales based on weather forecast data
L Xu, J Pan, R Wang, Y Tao, Y Guo, C Peng - Applied Energy, 2020 - Elsevier
Up to now, the storage technology of electric energy is not advanced enough, resulting in
the excessive electricity usually to be wasted. Conversely, power off could emerge during …
the excessive electricity usually to be wasted. Conversely, power off could emerge during …