Xinxing Hou

Prediction of solar irradiance using convolutional neural network and attention mechanism-based long short-term memory network based on similar day analysis and an attention mechanism

Xinxing Hou, Chao Ju, Bo Wang · Heliyon · 2023 · 37 citations · Full text

Short-term wind farm cluster power prediction based on dual feature extraction and quadratic decomposition aggregation

Zhijian Qu, Xinxing Hou, Jian Li et al. · Energy · 2023 · 29 citations

Dual Feature Extraction, Engineering, Smart Grid +8

A D-stacking dual-fusion, spatio-temporal graph deep neural network based on a multi-integrated overlay for short-term wind-farm cluster power multi-step prediction

Zhijian Qu, Jian Li, Xinxing Hou et al. · Energy · 2023 · 24 citations

Graph Neural Network, Engineering, Data Science +6

Joint prediction of the state of health and remaining useful life for lithium-ion batteries based on Wrapper Cascade-Stacking

Shuaijun Ma, Xinxing Hou, Maomao Luo · Journal of Energy Storage · 2025 · 15 citations

A structural depth network embedding stacking model based on Moran’s index and seasonal trend for short-term solar irradiance prediction

Zhijian Qu, Ting Li, Xinxing Hou et al. · Energy Conversion and Management · 2024 · 12 citations