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2020 – today
- 2023
[j11]Huayi Wu
, Zhao Xu, Jian Zhao, Songjian Chai:
Gridtopo-GAN for Distribution System Topology Identification. IEEE Trans. Ind. Informatics 19(4): 5356-5366 (2023)- [j10]Yiqun Li, Songjian Chai, Xian Zhang, Guibin Wang, Rongwu Zhu, Edward Chung:
STPNet: Quantifying the Uncertainty of Electric Vehicle Charging Demand via Long-Term Spatiotemporal Traffic Flow Prediction Intervals. IEEE Trans. Intell. Transp. Syst. 24(12): 15018-15034 (2023) - 2022
- [j9]Yiqun Li, Songjian Chai, Guibin Wang, Xian Zhang, Jing Qiu:
Quantifying the Uncertainty in Long-Term Traffic Prediction Based on PI-ConvLSTM Network. IEEE Trans. Intell. Transp. Syst. 23(11): 20429-20441 (2022) - 2021
- [j8]Yiqun Li, Songjian Chai, Zhengwei Ma, Guibin Wang:
A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction. IEEE Access 9: 11264-11271 (2021) - [j7]Songjian Chai, Xuran Ivan Li, Youwei Jia, Yufei He, Chi Ho Yip, Ka Kei Cheung, Minghao Wang:
A Non-Intrusive Deep Learning Based Diagnosis System for Elevators. IEEE Access 9: 20993-21003 (2021) - [j6]Songjian Chai, Ning Zhou Xu, Ming Niu, Ka Wing Chan, Chi Yung Chung, Hui Jiang, Yuxin Sun:
An Evaluation Framework for Second-Life EV/PHEV Battery Application in Power Systems. IEEE Access 9: 152430-152441 (2021) - [j5]Xu Xu, Yan Xu, Minghao Wang, Jiayong Li, Zhao Xu, Songjian Chai, Yufei He:
Data-Driven Game-Based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster Under Uncertainties. IEEE Trans. Ind. Informatics 17(7): 4480-4491 (2021) - 2020
- [j4]Chao Wu, Lei Chen, Guibin Wang, Songjian Chai, Hui Jiang, Jianchun Peng, Zhouzhenyan Hong:
Spatiotemporal Scenario Generation of Traffic Flow Based on LSTM-GAN. IEEE Access 8: 186191-186198 (2020) - [j3]Xu Xu, Youwei Jia, Yan Xu, Zhao Xu, Songjian Chai, Chun Sing Lai:
A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management. IEEE Trans. Smart Grid 11(4): 3201-3211 (2020) - [j2]Songjian Chai, Zhao Xu, Youwei Jia, Wai Kin Wong:
A Robust Spatiotemporal Forecasting Framework for Photovoltaic Generation. IEEE Trans. Smart Grid 11(6): 5370-5382 (2020)
2010 – 2019
- 2019
- [j1]Songjian Chai, Zhao Xu, Youwei Jia:
Conditional Density Forecast of Electricity Price Based on Ensemble ELM and Logistic EMOS. IEEE Trans. Smart Grid 10(3): 3031-3043 (2019) - [c2]Yi He, Songjian Chai, Zhao Xu:
A Novel Approach for State Estimation Using Generative Adversarial Network. SMC 2019: 2248-2253 - 2015
- [c1]Songjian Chai, Zhao Xu, Loi Lei Lai, Kit Po Wong:
An overview on wind power forecasting methods. ICMLC 2015: 765-770
Coauthor Index
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