Jiancai Song

Predicting hourly heating load in a district heating system based on a hybrid CNN-LSTM model

Jiancai Song, Liyi Zhang, Guixiang Xue et al. · Energy and Buildings · 2021 · 153 citations

Hybrid Cnn-lstm Model, Engineering, Machine Learning +10

Hourly Heat Load Prediction Model Based on Temporal Convolutional Neural Network

Jiancai Song, Guixiang Xue, Xuhua Pan et al. · IEEE Access · 2020 · 81 citations · Full text

Engineering, Machine Learning, Data Science +13

Heating load prediction based on attention long short term memory: A case study of Xingtai

Guixiang Xue, Chengying Qi, Han Li et al. · Energy · 2020 · 69 citations

Cognitive Science, Engineering, Machine Learning +15

A modified teaching–learning-based optimization algorithm for solving optimization problem

Yunpeng Ma, Xinxin Zhang, Jiancai Song et al. · Knowledge-Based Systems · 2020 · 57 citations

Numerical Analysis, Engineering, Optimization Problem +2

District Heating Load Prediction Algorithm Based on Feature Fusion LSTM Model

Guixiang Xue, Yu Pan, Tao Lin et al. · Energies · 2019 · 45 citations · Full text

Engineering, Machine Learning, Energy Efficiency +23