Academic Personal Website
Fangzhou Lin林方舟
Undergraduate Student in Electrical Engineering and Automation · Wuhan University
Power system time-series forecasting · Multimodal energy data modeling · AI methods.
About
About Me
I am an undergraduate student at Wuhan University majoring in Electrical Engineering and Automation. My current work focuses on power system time-series forecasting, multimodal energy data modeling, and AI methods, with recent projects spanning GRAFT, LaST-BO, and DC-GIS simulation software development.
- Location
- Wuhan, China
- GitHub
- @CrimsonFZ
Research
Research Interests
Directions I am actively working on or reading into.
- 01Power system time-series forecasting
- 02Multimodal energy data modeling
- 03AI methods
Education
Education
Wuhan University
2023 – 2027 (expected)
Electrical Engineering and Automation, Undergraduate
Portfolio
Selected Projects
Three CV-aligned projects covering power-load forecasting, charging-load prediction, and DC-GIS simulation software.
2025.6 – Present
GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion
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.
2025.6 – 2025.11
LaST-BO: Charging Load Forecasting
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.
2024.9 – 2025.12
DC-GIS: Dynamic Electric-Field Distribution Simulation for Gas-Solid Insulation Systems
A DC-GIS gas-solid insulation-system simulation project focused on parameter analysis, structural optimization, COMSOL modeling, and software development.
Recognition
Awards & Honors
2024 – 2025
CompetitionGrand Prize, China Society for Electrical Engineering Cup Mathematical Modeling Competition
2024 – 2025
Research ProgramUndergraduate Innovation and Entrepreneurship Training Program (Provincial Completion)
2023 – 2024
ScholarshipSpecial Scholarship for Undergraduate Third-Semester Overseas Study (University of Cambridge)
2023 – 2024
ScholarshipSpecial Scholarship, Chenguang Cable Co., Ltd.
2024 – 2025
ScholarshipThird-Class Scholarship, Wuhan University
Toolkit
Skills
Programming Languages
Deep Learning Frameworks
Tools
Get in touch
Contact
Open to discussions on power-system forecasting, multimodal learning, and collaborative research. The fastest way to reach me is email.