An adaptive Takagi–Sugeno fuzzy model-based generalized predictive controller for pumped-storage unit

J Zhou, N Zhang, C Li, Y Zhang, X Lai - IEEE Access, 2019 - ieeexplore.ieee.org
In order to improve the control performance and suppress the “S” characteristics area
instability of the pumped-storage unit (PSU), this paper proposes an adaptive Takagi …

A real-time accurate model and its predictive fuzzy PID controller for pumped storage unit via error compensation

J Zhou, Z Zhao, C Zhang, C Li, Y Xu - Energies, 2017 - mdpi.com
Model simulation and control of pumped storage unit (PSU) are essential to improve the
dynamic quality of power station. Only under the premise of the PSU models reflecting the …

Controller optimization approach using LSTM-based identification model for pumped-storage units

C Feng, L Chang, C Li, T Ding, Z Mai - IEEE access, 2019 - ieeexplore.ieee.org
In this paper, the controller optimization problem of the pumped-storage unit (PSU) was
examined. The objectives of this paper were to identify the dynamic model of the PSU …

A nonlinear generalized predictive control for pumped storage unit

C Li, Y Mao, J Yang, Z Wang, Y Xu - Renewable Energy, 2017 - Elsevier
In this paper, the control problem of pumped storage unit (PSU) has been studied. A
nonlinear generalized predictive control (NGPC) method has been applied to design the …

Adaptive condition predictive-fuzzy PID optimal control of start-up process for pumped storage unit at low head area

Y Xu, Y Zheng, Y Du, W Yang, X Peng, C Li - Energy Conversion and …, 2018 - Elsevier
In order to overcome the rotational speed oscillation under no-load start-up condition
caused by the 'S'characteristic area of the pump-turbine and the difficulty in improving the …

Design of type-2 fuzzy fractional-order proportional-integral-derivative controller and multi-objective parameter optimization under load reduction condition of the …

Y Xu, K Zhao, P Guo, W Jiang, X Wu, W Sun - Journal of Energy Storage, 2022 - Elsevier
Pumped storage unit (PSU) is an effective regulation tool of the smart power grid system.
The inherent “S” characteristics caused by the reversible design of the pump-turbine will …

Design of three-stage start-up optimal strategy based on fuzzy fractional-order proportion integration differentiation controller of pumped storage unit under low water …

Y Xu, K Zhao, Z Qian, J Zhou, X Wu - Journal of Energy Storage, 2022 - Elsevier
When the pumped storage unit (PSU) operates in the low water heads, it is easy to enter the
'S'characteristic area, which leads to the chaotic phenomenon of the hydraulic transient of …

A machine learning-based model predictive control method for pumped storage systems

Q Cai, X Luo, C Gao, P Guo, S Sun, S Yan… - Frontiers in Energy …, 2021 - frontiersin.org
Integrated systems required for renewable energy use are under development. These
systems impose more stringent control requirements. It is quite challenging to control a …

Adaptive predictive functional control based on Takagi-Sugeno model and its application to pH process

C Su, P Li - Journal of Central South University of Technology, 2010 - Springer
In order to obtain accurate prediction model and compensate for the influence of model
mismatch on the control performance of the system and avoid solving nonlinear …

Optimal control for speed governing system of on-grid adjustable-speed pumped storage unit aimed at transient performance improvement

W Pan, Z Zhu, T Liu, M Liu, W Tian - IEEE Access, 2021 - ieeexplore.ieee.org
Having great performance on active power regulation, grid-connected adjustable-speed
pumped storage unit (ASPSU) has attracted world-wide concern. This superior transient …