Songjian Chai

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Prediction Intervals

Conditional Density

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Ind. Informatics

IEEE Trans. Intell. Transp. Syst.

Publications

Huayi Wu, Zhao Xu, Jian Zhao, Songjian Chai
Gridtopo-GAN for Distribution System Topology Identification. IEEE Trans. Ind. Informatics 19 (4) (2023)
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) (2023)
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) (2022)
Yiqun Li, Songjian Chai, Zhengwei Ma, Guibin Wang
A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction. IEEE Access 9 (2021)
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 (2021)
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 (2021)
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) (2021)
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 (2020)
Songjian Chai, Zhao Xu, Youwei Jia, Wai Kin Wong
A Robust Spatiotemporal Forecasting Framework for Photovoltaic Generation. IEEE Trans. Smart Grid 11 (6) (2020)
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) (2020)
Yi He, Songjian Chai, Zhao Xu
A Novel Approach for State Estimation Using Generative Adversarial Network. SMC (2019)
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) (2019)
Songjian Chai, Zhao Xu, Loi Lei Lai, Kit Po Wong
An overview on wind power forecasting methods. ICMLC (2015)