… regression, ACF, and preprocessing and post processing methods for forecasting electricity consumption… preprocessing and post processing on the fuzzy regression. Another unique …
YR Yoon, HJ Moon - Energy and Buildings, 2018 - Elsevier
… Data pre-processing In this study, data pre-processing has been applied in order to deal with inconsistencies in the collected dataset. Data min-max normalization is performed to scale …
M Taki, A Rohani, F Soheili-Fard… - Journal of cleaner …, 2018 - Elsevier
… beyond the system boundaries, such as for processing after … a certain pattern of energy consumption in wheat production. It … energy coefficients for the calculation of energyconsumption…
W Cai, X Wen, C Li, J Shao, J Xu - Energy, 2023 - Elsevier
… They provide energy for both residential and commercial sectors. As a result, assessing building energy usage is a critical step in optimizing building energyconsumption. The impact of …
… consumes a considerable amount of energy. Hence, the aim of this study is to develop an intelligent predictive model for energyconsumption in … i3–3120 M, processor 2.50 GHz speed, …
R Bhinge, N Biswas, D Dornfeld, J Park… - … Conference on Big …, 2014 - ieeexplore.ieee.org
… after further processing to develop an energy prediction model for … used to compute the prediction of energyconsumption for / … We assume that the energyconsumption is measured with …
Y Li - Energy Science & Engineering, 2019 - Wiley Online Library
… Since we processed the energyconsumption data as a time series, we should reshape the series to a format that LSTM could process. We tried to use 5-year data to predict for the 6th …
A Zeng, H Ho, Y Yu - Journal of Building Engineering, 2020 - Elsevier
… data pre-processing using the linear … energyconsumption as the outputs, and the occupancy schedule and the meteorological parameters as the inputs. A Gaussian process regression …
Y Huang, L Yang, C Gao, Y Jiang, Y Dong - Energies, 2019 - mdpi.com
… Energyconsumption issues are important factors concerning … on energy security, particularly for China whose energy … for the volatility changes in energyconsumption can provide …