Liu, Wei, Assistant Professor (0000-0003-1285-2334)
Accurate prediction of photovoltaic and wind power generation is essential for maintaining stable energy supply in integrated energy systems. However, the strong stochasticity and complex fluctuations in
Optimization of Hybrid Energy Systems Based on MPC-LSTM
In this study, following the prediction of future power generation using the LSTM-KAN model, the projected wind and photovoltaic (PV) generation outputs were incorporated as
Wind speed change and wind power – Yi Liu
Wind speed, after a decade of decline, has begun to recover—bringing potential for increased wind power generation. Spatiotemporal pattern of wind speed trends and wind turbine distribution.
The Integration of Wind-Solar-Hydropower Generation in Enabling
To deal with the issue, this paper presents a two-stage robust model which is able to achieve the optimal day-ahead dispatch strategy in the worst-case scenario of wind and photovoltaic outputs.
Frequency‐coupled impedance model‐based
The proposed approach is applied to analyse the stability of a
Aalborg Universitet Energy management and optimization of
Energy Management and Optimization of Vehicle-to-grid Systems for Wind Power Integration Wei Wang, Liu Liu, Jizhen Liu, and Zhe Chen, Fellow, IEEE large-scale wind power is investigated using
Liu Wei | IEEE Xplore Author Details
Affiliations: [China Electric Power Research Institute, State Grid Corporation of China, Beijing, China].
Frequency‐coupled impedance model‐based sub‐synchronous
The proposed approach is applied to analyse the stability of a practical wind power system, and the stability results are verified through software simulations.
An intelligent state evaluation and maintenance arrangement system
Abstract Wind power is an important green and sustainable source of power generation. However, the construction of wind farms does not only need a large amount of initial investment but
Dynamic uncertainty model of regional hydro-wind-solar power
The integration of large-scale regional water-wind-solar hybrid energy systems poses challenges to power grid stability due to persistent fluctuations that conventional automatic
(PDF) Optimization of Hybrid Energy Systems Based on MPC-LSTM
The proposed method is applied to a high-altitude wind energy work umbrella control system, where it aims to enhance the stability and efficiency of energy utilization.