Predictive model of cooling load for ice storage air-conditioning system by using GBDT

China’s energy consumption in construction and building sectors: An outlook to 2100

(2020) Guangyue Xu et al.   ENERGY

Prediction of energy consumption in hotel buildings via support vector machines

(2020) Minglei Shao et al.   Sustainable Cities and Society

Feature extraction and genetic algorithm enhanced adaptive deep neural network for energy consumption prediction in buildings

(2020) X.J. Luo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Development and evaluation of cooling load prediction models for a factory workshop

(2019) Qiang Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Economic-environmental effect of power to gas technology in coupled electricity and gas systems with price-responsive shiftable loads

(2019) Morteza Nazari-Heris et al.   JOURNAL OF CLEANER PRODUCTION

A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review

(2018) Tanveer Ahmad et al.   ENERGY AND BUILDINGS

A Novel Method Based on Extreme Learning Machine to Predict Heating and Cooling Load through Design and Structural Attributes

(2018) Sachin Kumar et al.   ENERGY AND BUILDINGS

A review of data-driven approaches for prediction and classification of building energy consumption

(2018) Yixuan Wei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of data-driven building energy consumption prediction studies

(2018) Kadir Amasyali et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Inverse blackbox modeling of the heating and cooling load in office buildings

(2017) Burak Gunay et al.   ENERGY AND BUILDINGS

A relevant data selection method for energy consumption prediction of low energy building based on support vector machine

(2017) Subodh Paudel et al.   ENERGY AND BUILDINGS

A review on time series forecasting techniques for building energy consumption

(2017) Chirag Deb et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A model calibration framework for simultaneous multi-level building energy simulation

(2015) Zheng Yang et al.   APPLIED ENERGY

Accuracy analysis of longwave sky radiation models in the MZELWE module of the ESP-r program

(2015) M. Čekon   ENERGY AND BUILDINGS

A new validated TRNSYS module for simulating latent heat storage walls

(2015) Saleh Nasser Al-Saadi et al.   ENERGY AND BUILDINGS

The study of the dynamic load forecasting model about air-conditioning system based on the terminal user load

(2015) Xiaoning Xu et al.   ENERGY AND BUILDINGS

Comparative study of a building energy performance software (KEP-IYTE-ESS) and ANN-based building heat load estimation

(2014) Cihan Turhan et al.   ENERGY AND BUILDINGS

Occupant behavior and schedule modeling for building energy simulation through office appliance power consumption data mining

(2014) Jie Zhao et al.   ENERGY AND BUILDINGS

Data mining in building automation system for improving building operational performance

(2014) Fu Xiao et al.   ENERGY AND BUILDINGS

Hourly cooling load forecasting using time-indexed ARX models with two-stage weighted least squares regression

(2014) Yin Guo et al.   ENERGY CONVERSION AND MANAGEMENT

An intelligent approach to assessing the effect of building occupancy on building cooling load prediction

(2011) Simon S.K. Kwok et al.   BUILDING AND ENVIRONMENT

A hybrid decision support system for sustainable office building renovation and energy performance improvement

(2009) Yi-Kai Juan et al.   ENERGY AND BUILDINGS