An Improved BP Neural Network Model Based on Quasic-Newton Algorithm. - Nantian Huang; Lin Lin 015 (ICNC (2), 2009)

Power quality disturbances classification based on S-transform and probabilistic neural network. - Nantian Huang; Dianguo Xu 001; Xiaosheng Liu; Lin Lin 015 (Neurocomputing, 2012)

Mechanical Fault Diagnosis of High Voltage Circuit Breakers Based on Wavelet Time-Frequency Entropy and One-Class Support Vector Machine. - Nantian Huang; Huaijin Chen 001; Shuxin Zhang; Guowei Cai; Weiguo Li; Dianguo Xu 001; Lihua Fang (Entropy, 2016)

Mechanical Fault Diagnosis of High Voltage Circuit Breakers with Unknown Fault Type Using Hybrid Classifier Based on LMD and Time Segmentation Energy Entropy. - Nantian Huang; Lihua Fang; Guowei Cai; Dianguo Xu 001; Huaijin Chen 001; Yonghui Nie (Entropy, 2016)

Short Term Electrical Load Forecasting Using Mutual Information Based Feature Selection with Generalized Minimum-Redundancy and Maximum-Relevance Criteria. - Nantian Huang; Zhiqiang Hu; Guowei Cai; Dongfeng Yang (Entropy, 2016)

Feature Selection of Power Quality Disturbance Signals with an Entropy-Importance-Based Random Forest. - Nantian Huang; Guobo Lu; Guowei Cai; Dianguo Xu 001; Jiafeng Xu; Fuqing Li; Liying Zhang (Entropy, 2016)

Mechanical Fault Diagnosis of High Voltage Circuit Breakers Based on Variational Mode Decomposition and Multi-Layer Classifier. - Nantian Huang; Huaijin Chen 001; Guowei Cai; Lihua Fang; Yuqiang Wang (Sensors, 2016)

Short-Circuit Fault Detection and Classification Using Empirical Wavelet Transform and Local Energy for Electric Transmission Line. - Nantian Huang; Jiajin Qi; Fuqing Li; Dongfeng Yang; Guowei Cai; Guilin Huang; Jian Zheng; Zhenxin Li (Sensors, 2017)

An Efficient Probabilistic Approach Based on Area Grey Incidence Decision Making for Optimal Distributed Generation Planning. - Dawei Huang; Hongwei Li; Guowei Cai; Nantian Huang; Na Yu; Zheng Huang (IEEE Access, 2019)

Short-Term Wind Speed Forecast With Low Loss of Information Based on Feature Generation of OSVD. - Nantian Huang; Yinyin Wu; Guowei Cai; Heyan Zhu; Changyong Yu; Li Jiang; Ye Zhang; Jiansen Zhang; Enkai Xing (IEEE Access, 2019)

Combined Probability Prediction of Wind Power Considering the Conflict of Evaluation Indicators. - Nantian Huang; Yinyin Wu; Guobo Lu; Wenting Wang; Xu Cao (IEEE Access, 2019)

Power Quality Disturbance Feature Selection and Pattern Recognition Based on Image Enhancement Techniques. - Lin Lin 015; Da Wang; Shuye Zhao; Lingling Chen; Nantian Huang (IEEE Access, 2019)

Bearing Fault Diagnosis Considering the Effect of Imbalance Training Sample. - Lin Lin 015; Bin Wang; Jiajin Qi; Da Wang; Nantian Huang (Entropy, 2019)

A Novel Mechanical Fault Feature Selection and Diagnosis Approach for High-Voltage Circuit Breakers Using Features Extracted without Signal Processing. - Lin Lin 015; Bin Wang; Jiajin Qi; Lingling Chen; Nantian Huang (Sensors, 2019)

Incorporating Load Fluctuation in Feature Importance Profile Clustering for Day-Ahead Aggregated Residential Load Forecasting. - Nantian Huang; Wenting Wang; Sining Wang; Jun Wang; Guowei Cai; Liang Zhang 002 (IEEE Access, 2020)

Capacity Planning of Micro Energy Grid Using Double-Level Game Model of Environment-Economic Considering Dynamic Energy Pricing Strategy. - Lin Lin 015; Jiaruiqi Bao; Jian Zheng; Guilin Huang; Jiping Du; Nantian Huang (IEEE Access, 2020)

Mechanical Fault Diagnosis of a High Voltage Circuit Breaker Based on High-Efficiency Time-Domain Feature Extraction with Entropy Features. - Jiajin Qi; Xu Gao; Nantian Huang (Entropy, 2020)

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; Dianguo Xu 001; Liang Zhang 002; Wenguang Zhao (IEEE Trans. Instrum. Meas., 2021)

Multiscale spatio-temporal feature fusion based non-intrusive appliance load monitoring for multiple industrial industries. - Lin Lin 015; Jiang Liu; Nantian Huang; Shilin Li; Yunshan Zhang (Appl. Soft Comput., 2024)

Heterogeneous ensemble short-term integrated load forecasting considering differentiated cycle-trend properties. - Nantian Huang; Yaoyao Wang; Bingling Li; Guowei Cai; Liang Zhang (Eng. Appl. Artif. Intell., 2025)

Multi-task learning and single-task learning joint multi-energy load forecasting of integrated energy systems considering meteorological variations. - Nantian Huang; Shicheng Ren; Jianfei Liu; Guowei Cai; Liang Zhang 002 (Expert Syst. Appl., 2025)