PyTorch Vision-Transformer pipeline for data-scarce solar irradiance DHI estimation from fisheye sky images—ETI/time features, cloud overlay, synthetic GHI.

Public website of Hou Shengren, focused on energy technology, electricity markets, and energy AI.

Automated rooftop solar panel placement system combining computer vision, grid-based modeling, and search/optimization algorithms.

Code and dataset for DFL-RUL: a decentralised federated learning framework for lithium-ion battery RUL estimation under heterogeneous edge-to-cloud deployment (Energy and AI, 2026).