Songjian Chai

According to our database, Songjian Chai authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

STPNet: Quantifying the Uncertainty of Electric Vehicle Charging Demand via Long-Term Spatiotemporal Traffic Flow Prediction Intervals.

Yiqun Li, Songjian Chai, Xian Zhang, Guibin Wang, Rongwu Zhu, Edward Chung

IEEE Trans. Intell. Transp. Syst., December, 2023

Gridtopo-GAN for Distribution System Topology Identification.

Huayi Wu, Zhao Xu, Jian Zhao, Songjian Chai

IEEE Trans. Ind. Informatics, April, 2023

2022

Quantifying the Uncertainty in Long-Term Traffic Prediction Based on PI-ConvLSTM Network.

Yiqun Li, Songjian Chai, Guibin Wang, Xian Zhang, Jing Qiu

IEEE Trans. Intell. Transp. Syst., 2022

2021

Data-Driven Game-Based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster Under Uncertainties.

Xu Xu, Yan Xu, Minghao Wang, Jiayong Li, Zhao Xu, Songjian Chai, Yufei He

IEEE Trans. Ind. Informatics, 2021

A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction.

Yiqun Li, Songjian Chai, Zhengwei Ma, Guibin Wang

IEEE Access, 2021

An Evaluation Framework for Second-Life EV/PHEV Battery Application in Power Systems.

Songjian Chai, Ning Zhou Xu, Ming Niu, Ka Wing Chan, Chi Yung Chung, Hui Jiang, Yuxin Sun

IEEE Access, 2021

A Non-Intrusive Deep Learning Based Diagnosis System for Elevators.

Songjian Chai, Xuran Ivan Li, Youwei Jia, Yufei He, Chi Ho Yip, Ka Kei Cheung, Minghao Wang

IEEE Access, 2021

2020

A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management.

Xu Xu, Youwei Jia, Yan Xu, Zhao Xu, Songjian Chai, Chun Sing Lai

IEEE Trans. Smart Grid, 2020

A Robust Spatiotemporal Forecasting Framework for Photovoltaic Generation.

Songjian Chai, Zhao Xu, Youwei Jia, Wai Kin Wong

IEEE Trans. Smart Grid, 2020

Spatiotemporal Scenario Generation of Traffic Flow Based on LSTM-GAN.

Chao Wu, Lei Chen, Guibin Wang, Songjian Chai, Hui Jiang, Jianchun Peng, Zhouzhenyan Hong

IEEE Access, 2020

2019

Conditional Density Forecast of Electricity Price Based on Ensemble ELM and Logistic EMOS.

Songjian Chai, Zhao Xu, Youwei Jia

IEEE Trans. Smart Grid, 2019

A Novel Approach for State Estimation Using Generative Adversarial Network.

Yi He, Songjian Chai, Zhao Xu

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2015

An overview on wind power forecasting methods.

Songjian Chai, Zhao Xu, Loi Lei Lai, Kit Po Wong

Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015