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Yulin Liu
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年份
A novel vanadium redox flow battery modelling method using honey badger optimization assisted CNN-BiLSTM
Y Liu, R Li, B Xiong, S Zhang, X Zhang, H Iu, T Fernando
Journal of Power Sources 558, 232610, 2023
202023
A novel integral reinforcement learning-based control method assisted by twin delayed deep deterministic policy gradient for solid oxide fuel cell in DC microgrid
Y Liu, T Qie, Y Yu, Y Wang, TK Chau, X Zhang, U Manandhar, S Li, ...
IEEE Transactions on Sustainable Energy 14 (1), 688-703, 2022
152022
Long-term energy and peak power demand forecasting based on sequential-XGBoost
T Zhang, X Zhang, Y Liu, YH Chow, HHC Iu, T Fernando
IEEE Transactions on Power Systems 39 (2), 3088-3104, 2023
142023
A novel adaptive model predictive control for proton exchange membrane fuel cell in DC microgrids
Y Liu, Y Hu, Y Wang, TK Chau, X Zhang, HHC Iu, T Fernando
IEEE Transactions on Smart Grid 13 (3), 1801-1812, 2022
142022
A novel data-driven vanadium redox flow battery modelling approach using the convolutional neural network
R Li, B Xiong, S Zhang, X Zhang, Y Liu, H Iu, T Fernando
Journal of Power Sources 565, 232859, 2023
62023
A Novel Integral Reinforcement Learning-Based H Control Strategy for Proton Exchange Membrane Fuel Cell in DC Microgrids
Y Liu, T Qie, Y Yu, Y Wang, TK Chau, X Zhang, U Manandhar, HHC Iu, ...
IEEE Transactions on Smart Grid 14 (3), 1668-1681, 2022
62022
A novel adaptive model predictive control strategy of solid oxide fuel cell in DC microgrids
Y Liu, TK Chau, Z Wei, Y Hu, X Zhang, U Manandhar, HHC Iu, T Fernando, ...
IEEE Transactions on Industry Applications 58 (5), 6639-6654, 2022
62022
A novel learning-based data-driven H∞ control strategy for vanadium redox flow battery in DC microgrids
Y Liu, T Qie, X Zhang, H Wang, Z Wei, HHC Iu, T Fernando
Journal of Power Sources 583, 233537, 2023
32023
A novel single-input multi-output DC/DC converter with constant current mode operation
Z Lin, H Deng, X Zhang, HHC Iu, T Fernando, C Townsend, Y Liu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-5, 2021
32021
A novel adaptive model predictive control strategy of solid oxide fuel cell in power systems
Y Liu, TK Chau, X Zhang, H Iu, T Fernando, R Li, Y Hu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-6, 2021
22021
A novel data-driven excitation control for the MPPT of wound rotor synchronous generator based wind turbine
T Qie, TK Chau, X Zhang, H Iu, T Fernando, Y Liu, Y Yu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-7, 2021
22021
A novel online learning-based linear quadratic regulator for vanadium redox flow battery in DC microgrids
Y Liu, T Qie, X Zhang, H Wang, Z Wei, HHC Iu, T Fernando
Journal of Power Sources 587, 233672, 2023
12023
Proton Exchange Membrane Fuel Cell in DC Microgrids with a New Adaptive Model Predictive Control
Y Liu, Y Wang, TK Chau, X Zhang, H Iu, T Fernando, T Qie, Y Hu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-6, 2021
12021
Closed-loop Control Design for a New Multi-input Multi-output DC/DC Converter
R Li, X Zhang, H Iu, TK Chau, Y Liu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-5, 2021
12021
A Novel Neural Network-Based Control Method for Proton Exchange Membrane Fuel Cell in DC Microgrids
Y Liu, R Wang, R Li, W Feng, HHC Iu, T Fernando, X Zhang
IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2024
2024
A Novel Machine Learning-Based Online Optimal Control Strategy for Fuel Cell in Electrified Transportation System
Y Liu, T Qie, U Manandhar, X Zhang, W Jiang, HHC Iu, T Fernando
IEEE Transactions on Intelligent Transportation Systems, 2024
2024
An Advanced Learning-Based Linear Quadratic Regulator For Proton Exchange Membrane Fuel Cell in DC Microgrids
Y Liu, T Qie, X Zhang, HHC Iu, T Fernando
2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA …, 2023
2023
A Multi-level Interleaved DC/DC Converter for Hybrid Energy Storage System in DC Microgrids
H Deng, Z Lin, X Zhang, HHC Iu, T Fernando, Y Liu
2021 31st Australasian Universities Power Engineering Conference (AUPEC), 1-6, 2021
2021
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