Zheng Lin
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Zheng Lin |
About me
I am currently pursuing a doctoral degree in electrical engineering at the School of Electrical and Electronic Engineering, Huazhong University of Science and Technology. At the present research, I think there is a lot of interdisciplinary subject between systematics and operations research, artificial intelligence, and power system, as a branch of systematics, is essentially a huge Cyber-Physical Systems, so how to effectively utilize data-driven methods and convex optimization, game theory in operations research to achieve information analysis and computation, and artificial intelligence methods (including deep learning and reinforcement learning under machine learning) to achieve the simulation of physical equipment to achieve the effective coupling of the information system of power system and physical system, is an important direction for me to break through in the future study.
Research Interests
Power System Planning and Operation
Power System Planning and Dispatch Considering Renewable Energy Uncertainty
Data-driven Power System Multi-power Supply Collaborative Analysis
Multi-objective optimization of power systems
Application of Machine Learning in Power System
Time Series Forecasting
Power System Operation Log Analysis
Work in Progress
Power System Multi-scenario Planning and Operation
Source: Study Research and Project
Working: power system, scenario generation, planning and operation
Renewable Energy Forecast
Source: Personal Research
Working: machine learning, model of time series
Joint Data-Model Driven Robust Scheduling of Wind Power Distribution Grid
Source: Master’s thesis (Continue to research in depth)
Working: distribution network, data-driven method, robust optimization