Siliang Lu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Network

Fault Diagnosis

Rotating Machinery

Operating Conditions

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Reliab. Eng. Syst. Saf.

Publications

Juncai Song, Xianhong Wu, Long Qian, Wenjun Lv, Xiaoxian Wang, Siliang Lu
PMSLM Eccentricity Fault Diagnosis Based on Deep Feature Fusion of Stray Magnetic Field Signals. IEEE Trans. Instrum. Meas. 73 (2024)
Yunhan Ling, Dianyu Fu, Peng Jiang, Yong Sun, Chao Yuan, Dali Huang, Jingfeng Lu, Siliang Lu
Lightweight and intelligent model based on enhanced sparse filtering for rotating machine fault diagnosis. Trans. Inst. Meas. Control 46 (5) (2024)
Wenping Cao, Haohua Li, Cungang Hu, Hui Wang, Rongqing Huang, Siliang Lu, Xiaoyan Huang
Diagnosis of High-Resistance Connection Faults in PMSMs Based on GMR and Deep Learning. IEEE Trans. Ind. Electron. 71 (7) (2024)
Juncai Song, Houhong Han, Xianhong Wu, Jingfeng Lu, Xiaoxian Wang, Siliang Lu
Multisource Deep Feature Fusion of Optimized Symmetrized Dot Patterns for SRM Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Jingfeng Lu, Kang An, Xiaoxian Wang, Juncai Song, Feng Xie, Siliang Lu
Compressed Channel-Based Edge Computing for Online Motor Fault Diagnosis With Privacy Protection. IEEE Trans. Instrum. Meas. 72 (2023)
Xi Chen, Hui Wang, Siliang Lu, Jiawen Xu, Ruqiang Yan
Remaining useful life prediction of turbofan engine using global health degradation representation in federated learning. Reliab. Eng. Syst. Saf. 239 (2023)
Xiaoxian Wang, Shiwu Zhang, Juncai Song, Yongbin Liu, Siliang Lu
Magnetic signal denoising based on auxiliary sensor array and deep noise reconstruction. Eng. Appl. Artif. Intell. 125 (2023)
Juncai Song, Shuo Liu, Zhangling Duan, Xianhong Wu, Wei Ding, Xiaoxian Wang, Siliang Lu
DPMSLM Demagnetization Fault Detection Based on Texture Feature Analysis of Grayscale Fusion Image. IEEE Trans. Instrum. Meas. 72 (2023)
Qingyun Zhu, Jingfeng Lu, Xiaoxian Wang, Hui Wang, Siliang Lu, Clarence W. de Silva, Min Xia
Real-Time Quality Inspection of Motor Rotor Using Cost-Effective Intelligent Edge System. IEEE Internet Things J. 10 (8, April 15) (2023)
Lv Chen, Kang An, Dali Huang, Xiaoxian Wang, Min Xia, Siliang Lu
Noise-Boosted Convolutional Neural Network for Edge-Based Motor Fault Diagnosis With Limited Samples. IEEE Trans. Ind. Informatics 19 (9) (2023)
Xi Chen, Hui Wang, Siliang Lu, Ruqiang Yan
Bearing Remaining Useful Life Prediction Using Federated Learning With Taylor-Expansion Network Pruning. IEEE Trans. Instrum. Meas. 72 (2023)
Jiancong Shi, Xinglong Wang, Siliang Lu, Jinde Zheng, Hui Dong, Jun Zhang
An Adversarial Multisource Data Subdomain Adaptation Model: A Promising Tool for Fault Diagnosis of Induction Motor Under Cross-Operating Conditions. IEEE Trans. Instrum. Meas. 72 (2023)
Changbo He, Pengpeng Han, Jingfeng Lu, Xiaoxian Wang, Juncai Song, Zhixiong Li, Siliang Lu
Real-Time Fault Diagnosis of Motor Bearing via Improved Cyclostationary Analysis Implemented onto Edge Computing System. IEEE Trans. Instrum. Meas. 72 (2023)
Siliang Lu, Jingfeng Lu, Kang An, Xiaoxian Wang, Qingbo He
Edge Computing on IoT for Machine Signal Processing and Fault Diagnosis: A Review. IEEE Internet Things J. 10 (13) (2023)
Hui Wang, Jiliang Wang, Xiaoxian Wang, Siliang Lu, Cungang Hu, Wenping Cao
Detection and Evaluation of the Interturn Short Circuit Fault in a BLDC-Based Hub Motor. IEEE Trans. Ind. Electron. 70 (3) (2023)
Kang An, Jingfeng Lu, Quanjing Zhu, Xiaoxian Wang, Clarence W. de Silva, Min Xia, Siliang Lu
Edge Solution for Real-Time Motor Fault Diagnosis Based on Efficient Convolutional Neural Network. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaoxian Wang, Siliang Lu, Kang Chen, Qunjing Wang, Shiwu Zhang
Bearing Fault Diagnosis of Switched Reluctance Motor in Electric Vehicle Powertrain via Multisensor Data Fusion. IEEE Trans. Ind. Informatics 18 (4) (2022)
Siliang Lu, Xiaoxian Wang, Bin Ju, Yongbin Liu, Feng Xie, Min Xia
An Experimental Case Study for the Course of 'Testing Technology and Data Processing'. ICCSE (3) (2022)
Xin Li, Haidong Shao, Siliang Lu, Jiawei Xiang, Baoping Cai
Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Qingyun Zhu, Xiaoxian Wang, Hui Wang, Min Xia, Siliang Lu, Bingyou Liu, Guoli Li, Wenping Cao
Real-Time Defect Detection of Die Cast Rotor in Induction Motor Based on Circular Flux Sensing Coils. IEEE Trans. Ind. Informatics 18 (12) (2022)
Min Xia, Haidong Shao, Darren Williams, Siliang Lu, Lei Shu, Clarence W. de Silva
Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning. Reliab. Eng. Syst. Saf. 215 (2021)
Xiaoxian Wang, Siliang Lu, Wen-bing Huang, Qunjing Wang, Shiwu Zhang, Min Xia
Efficient Data Reduction at the Edge of Industrial Internet of Things for PMSM Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Fang Liu, Ruixiang Wu, Fanrong Teng, Yongbin Liu, Siliang Lu, Bin Ju, Zheng Cao
A Two-Stage Learning Model for Track-Side Acoustic Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Changbo He, Jerome Antoni, Alessandro Paolo Daga, Hongkun Li, Ning Chu, Siliang Lu, Zhixiong Li
An Improved Key-Phase-Free Blade Tip-Timing Technique for Nonstationary Test Conditions and Its Application on Large-Scale Centrifugal Compressor Blades. IEEE Trans. Instrum. Meas. 70 (2021)
Qiang Xue, Boyu Xu, Changbo He, Fang Liu, Bin Ju, Siliang Lu, Yongbin Liu
Feature Extraction Using Hierarchical Dispersion Entropy for Rolling Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Qingsong Yin, Feifei Wang, Siliang Lu, Yuan Fan, Yongbin Liu, Guoli Li
Research on Balance Control of Cube Robot. RCAR (2021)
Heng Sun, Min Xia, Yawei Hu, Siliang Lu, Yongbin Liu, Qunjing Wang
A new sorting feature-based temporal convolutional network for remaining useful life prediction of rotating machinery. Comput. Electr. Eng. 95 (2021)
Fang Liu, Haidong Huang, Yongbin Liu, Bing He, Xiaowen Dong, Siliang Lu, Bin Ju, Zheng Cao
Performance Degradation Assessment for Coaxial Bearings Using Kernel JADE and Two-Class Model. IEEE Trans. Instrum. Meas. 70 (2021)
Fang Liu, Liubin Li, Yongbin Liu, Zheng Cao, Hui Yang, Siliang Lu
HKF-SVR Optimized by Krill Herd Algorithm for Coaxial Bearings Performance Degradation Prediction. Sensors 20 (3) (2020)
Xiaoxian Wang, Siliang Lu, Shiwu Zhang
Rotating Angle Estimation for Hybrid Stepper Motors With Application to Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 69 (8) (2020)
Siliang Lu, Yi Qin, Jun Hang, Baohua Zhang, Qunjing Wang
Adaptively Estimating Rotation Speed From DC Motor Current Ripple for Order Tracking and Fault Diagnosis. IEEE Trans. Instrum. Meas. 68 (3) (2019)
Siliang Lu, Ruqiang Yan, Yongbin Liu, Qunjing Wang
Tacholess Speed Estimation in Order Tracking: A Review With Application to Rotating Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 68 (7) (2019)
Donghui Pan, Siliang Lu, Yongbin Liu, Wenzhi Yang, Jia-Bao Liu
Degradation Data Analysis Using a Wiener Degradation Model With Three-Source Uncertainties. IEEE Access 7 (2019)
Omer Tugrul Karaguzel, Mohammed Elshambakey, Yimin Zhu, Tianzhen Hong, William J. Tolone, Sreyasee Das Bhattacharjee, Isaac Cho, Wenwen Dou, Haopeng Wang, Siliang Lu, Mohamed Khalefa, Yong Tao
Open Computing Infrastructure for Sharing Data Analytics to Support Building Energy Simulations. J. Comput. Civ. Eng. 33 (6) (2019)
Bin Ju, Haijiao Zhang, Yongbin Liu, Fang Liu, Siliang Lu, Zhijia Dai
A Feature Extraction Method Using Improved Multi-Scale Entropy for Rolling Bearing Fault Diagnosis. Entropy 20 (4) (2018)
Siliang Lu, Qingbo He, Tao Yuan, Fanrang Kong
Online Fault Diagnosis of Motor Bearing via Stochastic-Resonance-Based Adaptive Filter in an Embedded System. IEEE Trans. Syst. Man Cybern. Syst. 47 (7) (2017)
Siliang Lu, Jie Guo, Qingbo He, Fang Liu, Yongbin Liu, Jiwen Zhao
A Novel Contactless Angular Resampling Method for Motor Bearing Fault Diagnosis Under Variable Speed. IEEE Trans. Instrum. Meas. 65 (11) (2016)
Siliang Lu, Qingbo He, Fanrang Kong
Effects of underdamped step-varying second-order stochastic resonance for weak signal detection. Digit. Signal Process. 36 (2015)
Kesai Ouyang, Siliang Lu, Shangbin Zhang, Haibin Zhang, Qingbo He, Fanrang Kong
Online Doppler Effect Elimination Based on Unequal Time Interval Sampling for Wayside Acoustic Bearing Fault Detecting System. Sensors 15 (9) (2015)
Haibin Zhang, Siliang Lu, Shangbin Zhang, Fanrang Kong
A Data-Collection and Fault Diagnosis System of Train Bearing Based on the C# and Multi-Wireless-Terminal. J. Softw. 10 (2) (2015)
Siliang Lu, Qingbo He, Fei Hu, Fanrang Kong
Sequential Multiscale Noise Tuning Stochastic Resonance for Train Bearing Fault Diagnosis in an Embedded System. IEEE Trans. Instrum. Meas. 63 (1) (2014)