Songjian Chai

13 papers B 1Misc 1Journal 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
Gridtopo-GAN for Distribution System Topology Identification.
IEEE Trans. Ind. Informatics
Huayi Wu, Zhao Xu, Jian Zhao, Songjian Chai
2023 J jnl
STPNet: Quantifying the Uncertainty of Electric Vehicle Charging Demand via Long-Term Spatiotemporal Traffic Flow Prediction Intervals.
IEEE Trans. Intell. Transp. Syst.
Yiqun Li, Songjian Chai, Xian Zhang, Guibin Wang, Rongwu Zhu, Edward Chung
2022 J jnl
Quantifying the Uncertainty in Long-Term Traffic Prediction Based on PI-ConvLSTM Network.
IEEE Trans. Intell. Transp. Syst.
Yiqun Li, Songjian Chai, Guibin Wang, Xian Zhang, Jing Qiu
2021 J jnl
A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction.
IEEE Access
Yiqun Li, Songjian Chai, Zhengwei Ma, Guibin Wang
2021 J jnl
A Non-Intrusive Deep Learning Based Diagnosis System for Elevators.
IEEE Access
Songjian Chai, Xuran Ivan Li, Youwei Jia, Yufei He, Chi Ho Yip, Ka Kei Cheung, Minghao Wang
2021 J jnl
An Evaluation Framework for Second-Life EV/PHEV Battery Application in Power Systems.
IEEE Access
Songjian Chai, Ning Zhou Xu, Ming Niu, Ka Wing Chan, Chi Yung Chung, Hui Jiang, Yuxin Sun
2021 J jnl
Data-Driven Game-Based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster Under Uncertainties.
IEEE Trans. Ind. Informatics
Xu Xu, Yan Xu, Minghao Wang, Jiayong Li, Zhao Xu, Songjian Chai, Yufei He
2020 J jnl
A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management.
IEEE Trans. Smart Grid
Xu Xu, Youwei Jia, Yan Xu, Zhao Xu, Songjian Chai, Chun Sing Lai
2020 J jnl
A Robust Spatiotemporal Forecasting Framework for Photovoltaic Generation.
IEEE Trans. Smart Grid
Songjian Chai, Zhao Xu, Youwei Jia, Wai Kin Wong
2020 J jnl
Spatiotemporal Scenario Generation of Traffic Flow Based on LSTM-GAN.
IEEE Access
Chao Wu, Lei Chen, Guibin Wang, Songjian Chai, Hui Jiang, Jianchun Peng, Zhouzhenyan Hong
2019 B conf
A Novel Approach for State Estimation Using Generative Adversarial Network.
SMC
Yi He, Songjian Chai, Zhao Xu
2019 J jnl
Conditional Density Forecast of Electricity Price Based on Ensemble ELM and Logistic EMOS.
IEEE Trans. Smart Grid
Songjian Chai, Zhao Xu, Youwei Jia
2015 Misc conf
An overview on wind power forecasting methods.
ICMLC
Songjian Chai, Zhao Xu, Loi Lei Lai, Kit Po Wong