Author

Weijing Dou

Observed name: Weijin Dou

Institution: NARI Group (China)

Observed institutions: State Grid Corporation of China (China), The University of Western Australia, NARI Group (China), Southeast University

ORCID: 0000-0001-8242-8198

Observed ORCID: 0000-0001-8242-8198

OpenAlex ID: A5024162489

A cross-modal deep learning method for enhancing photovoltaic power forecasting with satellite imagery and time series data

2024 · Kai Wang, Shuo Shan, et al. · Energy Conversion and Management · 43

A Robust Photovoltaic Power Forecasting Method Based on Multimodal Learning Using Satellite Images and Time Series

2024 · Kai Wang, Shuo Shan, et al. · IEEE Transactions on Sustainable Energy · 41

Day-ahead Numerical Weather Prediction solar irradiance correction using a clustering method based on weather conditions

2024 · Weijing Dou, Kai Wang, et al. · Applied Energy · 40

A multi-modal deep clustering method for day-ahead solar irradiance forecasting using ground-based cloud imagery and time series data

2025 · Weijing Dou, Kai Wang, et al. · Energy · 21

A hybrid correction framework using disentangled seasonal-trend representations and MoE for NWP solar irradiance forecast

2025 · Weijing Dou, Kai Wang, et al. · Applied Energy · 12

A correction framework for day-ahead NWP solar irradiance forecast based on sparsely activated multivariate-shapelets information aggregation

2025 · Weijing Dou, Kai Wang, et al. · Renewable Energy · 10

Evaluation of performance for day-ahead solar irradiance forecast using numerical weather prediction

2024 · Weijing Dou, Kai Wang, et al. · Journal of Renewable and Sustainable Energy · 10

An adaptive ensemble framework using multi-source data for day-ahead photovoltaic power forecasting

2024 · Kai Wang, Weijing Dou, et al. · Journal of Renewable and Sustainable Energy · 8

Day-Ahead Correction of Numerical Weather Prediction Solar Irradiance Forecasts Based on Similar Day Analysis

2023 · Weijing Dou, Kai Wang, et al. · Chinese Control and Decision Conference (CCDC) · 7

Intra-hour PV Power Forecasting based on Multi-source Data and PSC-SVR Model

2022 · Kai Wang, Weijing Dou, et al. · Chinese Control Conference (CCC) · 7

Investigation of Transformer-based models performance on solar irradiance forecast: Empirical results and analysis

2025 · Shuo Shan, Victor Sreeram, et al. · Journal of Renewable and Sustainable Energy · 6

SolarFM: Spatio-temporal solar irradiance forecasting based on time series foundation model

2026 · Shuo Shan, Weijing Dou, et al. · Applied Energy · 3

SolarImputer: Conditional diffusion-model based spatio-temporal solar irradiance imputation model

2026 · Shuo Shan, Weijing Dou, et al. · Renewable Energy · 1

An Unsupervised Multi-scale Micro-crack Segmentation Scheme for Multicrystalline Solar Cells

2020 · Weijing Dou, Shuo Shan, et al. · International Conference on System Science and Engineering · 1

Lightweight Rolling Forecasting of Photovoltaic Power via Pareto-Aware Variable-Step Inference

2026 · Dongze Li, Shuo Shan, et al. · SSRN Electronic Journal

PV-MMCD: Multimodal Conditional Diffusion for Probabilistic Photovoltaic Power Forecasting Based on Multi-Source Data

2026 · Kai Wang, Shuo Shan, et al. · IEEE Transactions on Smart Grid

Active Multimodal Short-Term Probabilistic Solar Irradiance Forecasting Based on Agentic Expert Scheduling

2026 · Shuo Shan, Dongze Li, et al. · IEEE Transactions on Sustainable Energy

Self-supervised learning based multi-modal intra-hour irradiance forecast

2023 · Shuo Shan, Weijin Dou, et al. · Chinese Control and Decision Conference (CCDC)

Works count: 19

Citation count: 213

H-index: 8

I10-index: 7