Nantian Huang, Tian-Long Wu, Guowei Cai, Liang Zhang, Lin Lin (2026). Multi-energy load forecasting in integrated energy systems via seasonality-aware dynamic graph and conformal calibration. Engineering applications of artificial intelligence.DOI
Nantian Huang, Yaoyao Wang, Jinghan Wu, Binglin Li, Guowei Cai, Liang Zhang (2026). Voltage Stability Analysis Of Distribution Network with Electric Vehicle Based on Multi-Node Load Generation Model. Journal of Electrical Engineering and Technology.DOI
Nantian Huang, Shicheng Ren, Jianfei Liu, Guowei Cai, Liang Zhang (2025). Multi-task learning and single-task learning joint multi-energy load forecasting of integrated energy systems considering meteorological variations. Expert Systems With Applications, Vol. 288.DOI
Nantian Huang, Bingling Li, Yaoyao Wang, Guowei Cai, Liang Zhang (2025). Co-optimization and benefit allocation mechanism of DSO-VPP under the secondary flexibility market based on SPP. International Journal of Electrical Power & Energy Systems.DOI
Liang Zhang, Longfei Wang, Junyu Zhang, Qi-Zhi Wu, Linru Jiang, Yu Shi, Ling Lyu, Guowei Cai (2025). Fault diagnosis of energy storage batteries based on dual driving of data and models. Journal of Energy Storage.DOI
Liang Zhang, Junyu Zhang, Tianle Gao, Ling Lyu, Longfei Wang, Wen-Xin Shi, Linru Jiang, Guowei Cai (2023). Improved LSTM based state of health estimation using random segments of the charging curves for lithium-ion batteries. Journal of Energy Storage.DOI
Nantian Huang, Ruiqing Li, Lin Lin, Zhiyong Yu, Guowei Cai (2018). Low Redundancy Feature Selection of Short Term Solar Irradiance Prediction Using Conditional Mutual Information and Gauss Process Regression. Sustainability, Vol. 100, No. 80.DOI