Nantian Huang

A Permutation Importance-Based Feature Selection Method for Short-Term Electricity Load Forecasting Using Random Forest

Nantian Huang, Guobo Lu, Dianguo Xu · Energies · 2016 · 182 citations · Full text

Search Optimization, Optimal Forecasting Feature, Forecasting Methodology +17

Fault Diagnosis of Bearing in Wind Turbine Gearbox Under Actual Operating Conditions Driven by Limited Data With Noise Labels

Nantian Huang, Qingzhu Chen, Guowei Cai et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 125 citations

Fault Diagnosis, Engineering, Machine Learning +16

Multinodes interval electric vehicle day-ahead charging load forecasting based on joint adversarial generation

Nantian Huang, Qingkui He, Jiajin Qi et al. · International Journal of Electrical Power & Energy Systems · 2022 · 85 citations

Electrical Engineering, Engineering, Smart Grid +10

Gated spatial-temporal graph neural network based short-term load forecasting for wide-area multiple buses

Nantian Huang, Shengyuan Wang, Rijun Wang et al. · International Journal of Electrical Power & Energy Systems · 2022 · 84 citations

Transport Network Analysis, Engineering, Spatial Network +9

Distribution network expansion planning considering a distributed hydrogen-thermal storage system based on photovoltaic development of the Whole County of China

Nantian Huang, Xuanyuan Zhao, Yu Guo et al. · Energy · 2023 · 63 citations

Distributed Energy System, Electrical Engineering, Engineering +13