Songjian Chai - Publications, H-index & Citations

Back

Songjian Chai

ergatian ltd.

16H-index

30Paper Count

1.1KCitation Count

Published Papers 15

Publication Date

Robust Fault Detection for EV Charging Piles: Integrating Fine-Tuned LLMs With Adaptive Unsupervised Learning on Real-World Data

IEEE Transactions on Consumer Electronics

IF10.9

2026-05-06

PREAI

Yunjin Yang; Guibin Wang; Xian Zhang; Jing Qiu; Songjian Chai; Mohamed Abdelkarim Abdelbaky

Save

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

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-12-01

PREAI

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

Save

Gridtopo-GAN for Distribution System Topology Identification

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-04-01

PREAI

Wu, Huayi; Xu, Zhao; Zhao, Jian; Chai, Songjian

Save

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

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-11-01

PREAI

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

Save

System-Oriented Power Regulation Scheme for Wind Farms: The Quest for Uncertainty Management

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2021-09-01

PREAI

Lyu, Xue; Jia, Youwei; Liu, Tao; Chai, Songjian

Save

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

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2021-07-01

PREAI

Xu, Xu; Xu, Yan; Wang, Ming-Hao; Li, Jiayong; Xu, Zhao; Chai, Songjian; He, Yufei

Save

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

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Li, Yiqun; Chai, Songjian; Ma, Zhengwei; Wang, Guibin

Save

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

IEEE ACCESS

IF3.6

2021-01-01

OAAI

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

Save

A Non-Intrusive Deep Learning Based Diagnosis System for Elevators

IEEE ACCESS

IF3.6

2021-01-01

OAAI

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

Save

Hybrid approaches based on deep whole-sky-image learning to photovoltaic generation forecasting

APPLIED ENERGY

IF11

2020-12-01

PREAI

Kong, Weicong; Jia, Youwei; Dong, Zhao Yang; Meng, Ke; Chai, Songjian

Save

A Robust Spatiotemporal Forecasting Framework for Photovoltaic Generation

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-11-01

PREAI

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

Save

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

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-07-01

248

OAAI

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

Save

Spatiotemporal Scenario Generation of Traffic Flow Based on LSTM-GAN

IEEE ACCESS

IF3.6

2020-01-01

OAAI

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

Save

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

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2019-05-01

PREAI

Chai, Songjian; Xu, Zhao; Jia, Youwei

Save

Optimal Granule-Based PIs Construction for Solar Irradiance Forecast

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2016-07-01

PREAI

Chai, Songjian; Xu, Zhao; Wong, Wai Kin

Save

Research Directions