1. A Compact Convolutional Neural Network Augmented with Multiscale Feature Extraction of Acquired Monitoring Data for Mechanical Intelligent Fault Diagnosis. (April 2020) Authors: Zhang, Kaiyu; Chen, Jinglong; Zhang, Tianci; Zhou, Zitong Journal: Journal of manufacturing systems Issue: Volume 55(2020) Page Start: 273 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A meta network pruning framework for remaining useful life prediction of rocket engine bearings with temporal distribution discrepancy. (15th July 2023) Authors: Pan, Tongyang; Zhang, Sui; Li, Fudong; Chen, Jinglong; Li, Aimin Journal: Mechanical systems and signal processing Issue: Volume 195(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A method for mechanical fault recognition with unseen classes via unsupervised convolutional adversarial auto-encoder. (15th December 2020) Authors: Pan, Tongyang; Chen, Jinglong; Qu, Cheng; Zhou, Zitong Journal: Measurement science & technology Issue: Volume 32:Number 3(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A modified tacho-less order tracking method for the surveillance and diagnosis of machine under sharp speed variation. (October 2018) Authors: Wu, Jie; Zi, Yanyang; Chen, Jinglong; Zhou, Zitong Journal: Mechanism and machine theory Issue: Volume 128(2018) Page Start: 508 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A multi-branch redundant adversarial net for intelligent fault diagnosis of multiple components under drastically variable speeds. (October 2022) Authors: Shi, Zhen; Liu, Xuan; Chen, Jinglong; Zi, Yanyang; Zhou, Zitong Journal: ISA transactions Issue: Volume 129(2022)Part A Page Start: 540 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines. (September 2022) Authors: Pan, Tongyang; Chen, Jinglong; Ye, Zhisheng; Li, Aimin Journal: Reliability engineering & system safety Issue: Volume 225(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. A novel integration framework for degradation-state prediction via transformer model with autonomous optimizing mechanism. (July 2022) Authors: Liu, Yulang; Chen, Jinglong; Chang, Yuanhong; He, Shuilong; Zhou, Zitong Journal: Journal of manufacturing systems Issue: Volume 64(2022) Page Start: 288 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. A novel unknown-input and single-output approach to extract vibration patterns via a roving continuous random excitation. (October 2022) Authors: Yang, Zhuozheng; Pan, Jun; Chen, Jinglong; Zi, Yanyang; Oberst, Sebastian; Schwingshackl, C.W.; Hoffmann, Norbert Journal: ISA transactions Issue: Volume 129(2022)Part A Page Start: 675 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. A reliable feature-assisted contrastive generalization net for intelligent fault diagnosis under unseen machines and working conditions. (1st April 2023) Authors: Shi, Zhen; Chen, Jinglong; Zhang, Xinwei; Zi, Yanyang; Li, Chen; Chen, Jin Journal: Mechanical systems and signal processing Issue: Volume 188(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. A soft-target difference scaling network via relational knowledge distillation for fault detection of liquid rocket engine under multi-source trouble-free samples. (December 2022) Authors: Li, Fudong; Chen, Jinglong; Liu, Zijun; Lv, Haixin; Wang, Jun; Yuan, Junshe; Xiao, Wenrong Journal: Reliability engineering & system safety Issue: Volume 228(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗