Fangzhou Lin林方舟

Undergraduate Student in Electrical Engineering and Automation · Wuhan University

Research Interests

Wuhan University
2023 – 2027 (expected)
Electrical Engineering and Automation, Undergraduate

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion
2025.6 – Present
A research framework for power-load forecasting that addresses the underuse of external information through strict spatiotemporal alignment, cross-modal fusion, and interpretability evaluation over multi-source text and load data. In February 2026, I submitted the first-author manuscript to Applied Energy, where it is currently under peer review.
Stack:Python · PyTorch · Cross-Attention
LaST-BO: Charging Load Forecasting
2025.6 – 2025.11
A LaST-BO charging-load forecasting study for complex real-world EV-charging scenarios. The work combined decoupled representation learning with Bayesian optimization, led to an acceptance from Zhejiang Electric Power in 2025, and produced a registered software copyright.
Stack:JavaScript · Python · Bayesian Optimization
DC-GIS: Dynamic Electric-Field Distribution Simulation for Gas-Solid Insulation Systems
2024.9 – 2025.12
A DC-GIS gas-solid insulation-system simulation project focused on parameter analysis, structural optimization, COMSOL modeling, and software development.
Stack:COMSOL Multiphysics · MATLAB · Software Development

2024 – 2025
Grand Prize, China Society for Electrical Engineering Cup Mathematical Modeling Competition
Competition
2024 – 2025
Undergraduate Innovation and Entrepreneurship Training Program (Provincial Completion)
Research Program
2023 – 2024
Special Scholarship for Undergraduate Third-Semester Overseas Study (University of Cambridge)
Scholarship
2023 – 2024
Special Scholarship, Chenguang Cable Co., Ltd.
Scholarship
2024 – 2025
Third-Class Scholarship, Wuhan University
Scholarship