A hybrid prediction model of improved bidirectional long short-term memory network for cooling load based on PCANet and attention mechanism

A short-term building cooling load prediction method using deep learning algorithms

Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 676 citations · Full text

Engineering, Building Science, Computer Science +16

Short-term power load forecasting for combined heat and power using CNN-LSTM enhanced by attention mechanism

Anping Wan, Qing Chang, Khalil AL-Bukhaiti et al. · Energy · 2023 · 377 citations

Computing, Mechanical Engineering, Energy Systems +13

Parameter extraction of solar photovoltaic models using an improved whale optimization algorithm

Guojiang Xiong, Jing Zhang, Dongyuan Shi et al. · Energy Conversion and Management · 2018 · 331 citations

Engineering, Fisheries, Marine Engineering +16

Employing artificial bee colony and particle swarm techniques for optimizing a neural network in prediction of heating and cooling loads of residential buildings

Guofeng Zhou, Hossein Moayedi, Mehdi Bahiraei et al. · Journal of Cleaner Production · 2020 · 244 citations

Engineering, Building Science, Computer Science +17

A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction

Jinlin Xiong, Peng Tian, Zihan Tao et al. · Energy · 2022 · 238 citations

Agriculture, Computer Science, Meteorology +16