Nantian Huang

发表

Optimal sizing of a wind/solar/battery/diesel hybrid microgrid based on typical scenarios considering meteorological variability

Guowei Cai, Nantian Huang, Dongfeng Yang, 2019, IET Renewable Power Generation.

Mechanical Fault Diagnosis of High Voltage Circuit Breakers with Unknown Fault Type Using Hybrid Classifier Based on LMD and Time Segmentation Energy Entropy

Dianguo Xu, Guowei Cai, Nantian Huang, 2016, Entropy.

Residential Electricity Load Scenario Prediction Based on Transferable Flow Generation Model

J. Zhang, N. Huang, Jiancheng Shi, 2022, Journal of Electrical Engineering & Technology.

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

G. Cai, N. Huang, Qiankun Hu, 2022, International Journal of Electrical Power & Energy Systems.

Irradiance-to-power conversion based on physical model chain: An application on the optimal configuration of multi-energy microgrid in cold climate

Dazhi Yang, Chao Lyu, N. Huang, 2022, Renewable and Sustainable Energy Reviews.

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

G. Cai, N. Huang, Rijun Wang, 2023, Energy.

Non-intrusive residential electricity load decomposition via low-resource model transferring

J. Zhang, N. Huang, Cheng Chen, 2023, Journal of Building Engineering.

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

Liang Zhang, Nantian Huang, Dianguo Xu, 2021, IEEE Transactions on Instrumentation and Measurement.

Short-Term Wind Speed Forecast With Low Loss of Information Based on Feature Generation of OSVD

Guowei Cai, Li Jiang, Nantian Huang, 2019, IEEE Access.

Economic analysis of household photovoltaic and reused-battery energy storage systems based on solar-load deep scenario generation under multi-tariff policies of China

Nantian Huang, Jiajin Qi, Guowei Cai, 2020 .

Optimal configuration planning of multi-energy microgird based on deep joint generation of source-load-temperature scenarios

G. Cai, Wenting Wang, Nantian Huang, 2020 .

Incorporating Load Fluctuation in Feature Importance Profile Clustering for Day-Ahead Aggregated Residential Load Forecasting

Liang Zhang, Guowei Cai, Jun Wang, 2020, IEEE Access.

Mechanical Fault Diagnosis of High Voltage Circuit Breakers Based on Variational Mode Decomposition and Multi-Layer Classifier

Guowei Cai, Nantian Huang, Huaijin Chen, 2016, Sensors.

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

Dianguo Xu, Nantian Huang, Guobo Lu, 2016 .

Short-Circuit Fault Detection and Classification Using Empirical Wavelet Transform and Local Energy for Electric Transmission Line

Guowei Cai, Jian Zheng, Nantian Huang, 2017, Sensors.

Mechanical Fault Diagnosis of a High Voltage Circuit Breaker Based on High-Efficiency Time-Domain Feature Extraction with Entropy Features

Nantian Huang, Jiajin Qi, Xu Gao, 2020, Entropy.

Power Quality Disturbances Recognition Based on a Multiresolution Generalized S-Transform and a PSO-Improved Decision Tree

Dianguo Xu, Guowei Cai, Nantian Huang, 2015 .

Power‐quality disturbance recognition based on time‐frequency analysis and decision tree

Guowei Cai, Shuo Zhang, Tie Zhong, 2018, IET Generation, Transmission & Distribution.

Power Quality Disturbance Feature Selection and Pattern Recognition Based on Image Enhancement Techniques

Lin Lin, Nantian Huang, Lingling Chen, 2019, IEEE Access.

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

Yang Liu, G. Cai, N. Huang, 2022, International Journal of Electrical Power & Energy Systems.

Hybrid Short Term Wind Speed Forecasting Using Variational Mode Decomposition and a Weighted Regularized Extreme Learning Machine

Guowei Cai, Nantian Huang, Chong Yuan, 2016 .

Power fingerprint identification based on the improved V-I trajectory with color encoding and transferred CBAM-ResNet

J. Zhang, Lin Lin, Cheng Chen, 2023, PloS one.

Multi-Objective Optimal Scheduling of Distribution Network with Electric Vehicle Charging Load Considering Time-Varying Road Impedance

G. Cai, Yu Guo, Rijun Wang, 2023, Journal of Electrical Engineering & Technology.

Implications of Future Price Trends and Interannual Resource Uncertainty on Firm Solar Power Delivery With Photovoltaic Overbuilding and Battery Storage

D. Srinivasan, J. Kleissl, R. Perez, 2023, IEEE Transactions on Sustainable Energy.

Power quality disturbances classification using rotation forest and multi‐resolution fast S‐transform with data compression in time domain

Guowei Cai, Lin Lin, Nantian Huang, 2019, IET Generation, Transmission & Distribution.

Power quality disturbances classification based on S-transform and probabilistic neural network

Dianguo Xu, Lin Lin, Xiaosheng Liu, 2012, Neurocomputing.

Electric power quality disturbance classification based on modified multilayer feedforward neural network: Electric power quality disturbance classification based on modified multilayer feedforward neural network

Dianguo Xu, Xiaosheng Liu, Nantian Huang, 2009 .

Modular Predictor for Day-Ahead Load Forecasting and Feature Selection for Different Hours

Zhiqiang Hu, Lin Lin, Nantian Huang, 2018, Energies.