A Novel Broad Learning System Based Leakage Detection and Universal Localization Method for Pipeline Networks. - Dazhong Ma; Junda Wang; Qiuye Sun; Xuguang Hu (IEEE Access, 2019)

Status detection from spatial-temporal data in pipeline network using data transformation convolutional neural network. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059 (Neurocomputing, 2019)

Line Impedance Cooperative Stability Region Identification Method for Grid-Tied Inverters Under Weak Grids. - Rui Wang 059; Qiuye Sun; Dazhong Ma; Xuguang Hu (IEEE Trans. Smart Grid, 2020)

Minor class-based status detection for pipeline network using enhanced generative adversarial networks. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059; Jun Zheng (Neurocomputing, 2021)

A tnGAN-Based Leak Detection Method for Pipeline Network Considering Incomplete Sensor Data. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059 (IEEE Trans. Instrum. Meas., 2021)

A Hierarchical Event Detection Method Based on Spectral Theory of Multidimensional Matrix for Power System. - Dazhong Ma; Xuguang Hu; Huaguang Zhang; Qiuye Sun; Xiangpeng Xie 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Hierarchical Pressure Data Recovery for Pipeline Network via Generative Adversarial Networks. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059 (IEEE Trans Autom. Sci. Eng., 2022)

An Optimal Three-Dimensional Drone Layout Method for Maximum Signal Coverage and Minimum Interference in Complex Pipeline Networks. - Dazhong Ma; Yunbo Li; Xuguang Hu; Huaguang Zhang; Xiangpeng Xie 001 (IEEE Trans. Cybern., 2022)

Insufficient Data Generative Model for Pipeline Network Leak Detection Using Generative Adversarial Networks. - Huaguang Zhang; Xuguang Hu; Dazhong Ma; Rui Wang 059; Xiangpeng Xie 001 (IEEE Trans. Cybern., 2022)

Small Leak Location for Intelligent Pipeline System via Action-Dependent Heuristic Dynamic Programming. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059; Pengfei Tu (IEEE Trans. Ind. Electron., 2022)

A Cross-Area Knowledge Learning Method for Status Monitoring of Transportation-Oriented Energy Interconnected System. - Xuguang Hu; Dazhong Ma; Guanjun Meng; Rui Wang 059; Huaguang Zhang (IEEE Trans. Instrum. Meas., 2022)

Negative Pressure Wave-Based Method for Abnormal Signal Location in Energy Transportation System. - Xuguang Hu; Dazhong Ma; Qinfeng Song; Guanhua Chen 005; Rui Wang 059; Huaguang Zhang (IEEE Trans. Instrum. Meas., 2022)

Adaptive Dynamic Programming-Based Method for Signal Evaluation of Energy Transportation System. - Xuguang Hu; Zhaokang Zhan; Dazhong Ma; Tianbiao Wang; Hui Liu (IEEE Trans. Instrum. Meas., 2023)

Spatiotemporal Generative Adversarial Imputation Networks: An Approach to Address Missing Data for Wind Turbines. - Xuguang Hu; Zhaokang Zhan; Dazhong Ma; Siqi Zhang (IEEE Trans. Instrum. Meas., 2023)

Real-Time Leak Location of Long-Distance Pipeline Using Adaptive Dynamic Programming. - Xuguang Hu; Huaguang Zhang; Dazhong Ma; Rui Wang 059; Tianbiao Wang; Xiangpeng Xie 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Nonzero-Sum Game-Based Voltage Recovery Consensus Optimal Control for Nonlinear Microgrids System. - Guangliang Liu; Qiuye Sun; Rui Wang 059; Xuguang Hu (IEEE Trans. Neural Networks Learn. Syst., 2023)

Optimal Consensus of Attenuated Negative Pressure Waves for Pipeline Small Leakage Localization. - Tianbiao Wang; Huaguang Zhang; Xuguang Hu; Dazhong Ma (IEEE Trans. Instrum. Meas., 2024)

Blockchain-Based Renewable Energy Trading Using Information Entropy Theory. - Ziming Liu; Bonan Huang; Xuguang Hu; Pengbo Du; Qiuye Sun (IEEE Trans. Netw. Sci. Eng., 2024)

Dual-Stage Agglomeration Strategy: An Approach of Flexible Partitioning for Energy Internet. - Xuguang Hu; Junkai Zhang; Dazhong Ma; Qingchen Wang; Qiuye Sun (IEEE Syst. J., 2024)

An Online Collaborative Imputation Method for Industrial Missing Data Based on Multiscale MATGAN in Edge Computing. - Zhaokang Zhan; Dazhong Ma; Xuguang Hu; Siqi Zhang (IEEE Internet Things J., 2025)

Fault Diagnosis for Energy Transportation-Oriented Intelligent Automation System via Mixed Neural Networks. - Chengze Ren; Xuguang Hu; Qiuye Sun; Jigui Zhang (IEEE Trans Autom. Sci. Eng., 2025)

Ts-GSAN: A Two-Stage Graphical Spatiotemporal Attention Network Fault Localization Method for Distributed Energy Systems. - Xuguang Hu; Jilong Ma; Rui Zhang; Dazhong Ma; Qingchen Wang (IEEE Trans. Instrum. Meas., 2025)