Yuanjun GUO
Yuanjun GUO
Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
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Citata da
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Electric vehicle charging load forecasting: A comparative study of deep learning approaches
J Zhu, Z Yang, M Mourshed, Y Guo, Y Zhou, Y Chang, Y Wei, S Feng
Energies 12 (14), 2692, 2019
Short-term load forecasting for electric vehicle charging stations based on deep learning approaches
J Zhu, Z Yang, Y Guo, J Zhang, H Yang
Applied sciences 9 (9), 1723, 2019
Natural language processing for smart construction: Current status and future directions
C Wu, X Li, Y Guo, J Wang, Z Ren, M Wang, Z Yang
Automation in Construction 134, 104059, 2022
Synchrophasor-based islanding detection for distributed generation systems using systematic principal component analysis approaches
Y Guo, K Li, DM Laverty, Y Xue
IEEE Transactions on Power Delivery 30 (6), 2544-2552, 2015
A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
Y Guo, Z Yang, K Liu, Y Zhang, W Feng
Energy 219, 119529, 2021
A comprehensive review on deep learning approaches in wind forecasting applications
Z Wu, G Luo, Z Yang, Y Guo, K Li, Y Xue
CAAI Transactions on Intelligence Technology 7 (2), 129-143, 2022
Data-driven hybrid internal temperature estimation approach for battery thermal management
K Liu, K Li, Q Peng, Y Guo, L Zhang
Complexity 2018, 2018
Demand side management of plug-in electric vehicles and coordinated unit commitment: A novel parallel competitive swarm optimization method
Y Wang, Z Yang, M Mourshed, Y Guo, Q Niu, X Zhu
Energy conversion and management 196, 935-949, 2019
Compact real-valued teaching-learning based optimization with the applications to neural network training
Z Yang, K Li, Y Guo, H Ma, M Zheng
Knowledge-Based Systems 159, 51-62, 2018
Complex power system status monitoring and evaluation using big data platform and machine learning algorithms: a review and a case study
Y Guo, Z Yang, S Feng, J Hu
Complexity 2018, 2018
A real-time safety helmet wearing detection approach based on CSYOLOv3
H Wang, Z Hu, Y Guo, Z Yang, F Zhou, P Xu
Applied Sciences 10 (19), 6732, 2020
A binary symmetric based hybrid meta-heuristic method for solving mixed integer unit commitment problem integrating with significant plug-in electric vehicles
Z Yang, K Li, Y Guo, S Feng, Q Niu, Y Xue, A Foley
Energy 170, 889-905, 2019
A novel LSTM based deep learning approach for multi-time scale electric vehicles charging load prediction
J Zhu, Z Yang, Y Chang, Y Guo, K Zhu, J Zhang
2019 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 3531-3536, 2019
A novel forecasting based scheduling method for household energy management system based on deep reinforcement learning
M Ren, X Liu, Z Yang, J Zhang, Y Guo, Y Jia
Sustainable Cities and Society 76, 103207, 2022
A novel radial basis function neural network principal component analysis scheme for PMU-based wide-area power system monitoring
Y Guo, K Li, Z Yang, J Deng, DM Laverty
Electric Power Systems Research 127, 197-205, 2015
An investigation of wind direction and speed in a featured wind farm using joint probability distribution methods
L Zhang, Q Li, Y Guo, Z Yang, L Zhang
Sustainability 10 (12), 4338, 2018
Fault diagnosis for power system transmission line based on PCA and SVMs
Y Guo, K Li, X Liu
Intelligent Computing for Sustainable Energy and Environment: Second …, 2013
An enhanced exploratory whale optimization algorithm for dynamic economic dispatch
W Yang, Z Peng, Z Yang, Y Guo, X Chen
Energy Reports 7, 7015-7029, 2021
State-of-charge estimation of lithium-ion battery pack based on improved RBF neural networks
L Zhang, M Zheng, D Du, Y Li, M Fei, Y Guo, K Li
Complexity 2020, 1-10, 2020
A sparse learning machine for real-time SOC estimation of Li-ion batteries
L Zhang, K Li, D Du, Y Guo, M Fei, Z Yang
Ieee Access 8, 156165-156176, 2020
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