Recently updated on: 2023-12-01
Research on Fault Diagnosis
- Kai Huang, Lei Shu*, Kailiang Li, Yuejie Chen, Yan Zhu, and Ravi Valluru. Sustainable and Intelligent Phytoprotection in Photovoltaic Agriculture: New Challenges and Opportunities[J]. Electronics, 2023, 12(5):1221.
- Xing Yang, Lei Shu*, Kailiang Li, Edmond Nurellari, Zhiqiang Huo, and Yu Zhang. A Lightweight Fault-Detection Scheme for Resource-Constrained Solar Insecticidal Lamp IoTs[J]. Sensors, 2023, 23(15):6672.
- Siyang Zang, Lei Shu*, Kai Huang, Zhiyong Guan, Ru Han, Ravi Valluru, Xiaochan Wang, Jiaxu Bao, Ye Zheng, and Yifan Chen. Image Dataset of Tea Chrysanthemums in Complex Outdoor Scenes[J]. Frontiers in Plant Science, 2023, 14.
- Xing Yang, Lei Shu*, Kailiang Li, Zhiqiang Huo, Sheng Shu, and Edmond Nurellari. SILOS: An Intelligent Fault Detection Scheme for Solar Insecticidal Lamp IoT With Improved Energy Efficiency[J]. IEEE Internet of Things Journal, 2022, 10(1):920-939.
- Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Lei Shu. A Multi-sensor Information Fusion Method for High Reliability Fault Diagnosis of Rotating Machinery [J]. IEEE Transactions on Instrumentation and Measurement, 2021. (SCI)
- Zeyu Zhang, Amjad Mehmood, Lei Shu, Zhiqiang Huo, Yu Zhang, Mithun Mukherjee, A Survey on Fault Diagnosis in Wireless Sensor Networks[J]. IEEE Access, 2018, 6:10349-10364. (SCI)
- Zhiqiang Huo, Yu Zhang, Lei Shu, Yunrong Lv, Shuiquan Lin, Bearing Fault Diagnosis Using Multi-sensor Fusion based on Weighted D-S Evidence Theory[C]. In Proceedings of the 18th International Conference on Mechatronics (Mechatronika 2018), Bmo, Czech Republic, December 5-7, 2018. (EI)
- Zhiqiang Huo, Yu Zhang, Lei Shu, Fine-to-coarse Multiscale Permutation Entropy for Rolling Bearing Fault Diagnosis[C]. In Proceedings of the 14th International Wireless Communications & Mobile Computing Conference (IWCMC 2018), Limassol, Cyprus, June 25-29, 2018. (EI)
- Zhiqiang Huo, Yu Zhang, Lei Shu, A Comparative Study of WPD and EMD for Shaft Fault Diagnosis[C]. In the 41st Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), Beijing, Japan, October 29 – November 1, 2017. (EI)
- Zhiqiang Huo, Yu Zhang, Richard Sath, Lei Shu, Self-adaptive Fault Diagnosis of Roller Bearings using Infrared Thermal Images[C]. In the 41st Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), Beijing, Japan, October 29 – November 1, 2017. (EI)
- Zhiqiang Huo, Yu Zhang, Lei Shu*, A Short Survey on Fault Diagnosis of Rotating Machinery using Entropy Techniques[C]. In Proceedings of 3rd EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2017), Ho Chi Minh City, Vietnam, September 4, 2017. (EI)
- Zhiqiang Huo, Yu Zhang, Pierre Francq, Lei Shu*, Jianfeng Huang, Incipient Fault Diagnosis of Roller Bearing using Optimized Wavelet Transform based on Multi-speed Vibration Signatures[J]. IEEE Access, 2017, 5:19442-19456. (SCI)
- Jianfeng Huang, Guohua Chen, Lei Shu*, Shihua Wang, Yu Zhang, An Experimental Study of Clogging Fault Diagnosis in Heat Exchangers Based on Vibration Signals[J]. IEEE Access, 2016, 4:1800-1809. (SCI)
- Zhiqiang Huo, Mithun Mukherjee, Lei Shu*, Yuanfang Chen, Zhangbing Zhou, Cloud-based Data-intensive Framework towards Fault Diagnosis in Large-scale Petrochemical Plants[C]. In Proceeding of the 12th International Wireless Communications & Mobile Computing Conference (IWCMC 2016), Peyia, Cyprus, September 5-9, 2016. (EI)
- Zeyu Zhang, Lei Shu, Amjad Mehmood, Li Yan, Yu Zhang, A Short Survey on Fault Diagnosis in Wireless Sensor Networks[C]. In Proceedings of the 9th EAI International Wireless Internet Conference (WICON 2016), Haikou, China, December 19-21, 2016. (EI)
- Lei Shu*, Xufeng Zhu, Xiwei Huang, Zhangbing Zhou, Yu Zhang, Xiaolei Wang, A Review of Research on Acoustic Detection of Heat Exchanger Tube[J]. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems. 2015, 2(5).
- Qinghua Zhang, Guangchang Zhao, Lei Shu*, Aisong Qin, Yu Zhang, Research of Dimensionless Index for Fault Diagnosis Positioning based on EMD[J]. Journal of Computers, 2015. (EI)
Research on Wireless Sensor Networks
- Pengju Si, Zhumu Fu, Lei Shu*, Yuli Yang, Kai Huang and Ye Liu. Target-Barrier Coverage Improvement in an Insecticidal Lamps Internet of UAVs [J]. IEEE Transactions on Vehicular Technology, 2022. (SCI)
- Xuanchen Guo, Lei Shu*, Xing Yang, Edmond Nurellari, Kailiang Li, Bangsong Du, Heyang Yao. Two-Hop Energy Consumption Balanced Routing Algorithm for Solar Insecticidal Lamp Internet of Things [J]. Sensors, 2021, 22(1):154. (SCI)
- Lei Shu, Yuanfang Chen, Zhiqiang Huo, Neil Bergmann, Lei Wang, When Mobile Crowd Sensing Meets Traditional Industry[J]. IEEE Access, 2017, 5:15300-15307. (SCI)
- Xuhui Zhang, Lei Shu, Zhiqiang Huo, Mithun Mukherjee, Yu Zhang, A Short Review of Constructing Noise Map Using Crowdsensing Technology[C]. In the 13th EAI International Conference on Collaborative Computing, Networking, Applications and Worksharing (Collaboratecom 2017), Edinburgh, Great Britain, December 11-13, 2017. (EI)
- Jianfeng Huang, Guohua Chen, Lei Shu*, Yuanfang Chen, Yu Zhang, Impact of Fouling on Flow-induced Vibration Characteristics in Fluid-conveying Pipelines[J]. IEEE Access, 2016, 4:6631-6644. (SCI)
Research on Smart Agriculture
- Chao Qi, Junfeng Gao, Kunjie Chen*, Lei Shu*, and Simon Pearson. Tea Chrysanthemum Detection by Leveraging Generative Adversarial Networks and Edge Computing[J]. Frontiers in Plant Science, 2022, 13:850606.
- Yuanhao Sun, Edmond Nurellari, Weimin Ding*, Lei Shu*, and Zhiqiang Huo. A Partition-Based Mobile-Crowdsensing-Enabled Task Allocation for Solar Insecticidal Lamp Internet of Things Maintenance[J]. IEEE Internet of Things Journal, 2022, 9(20):20547-20560.
- Fan Yang, Lei Shu*, Yuli Yang, Ye Liu, Timothy Gordon. Improved coverage and connectivity via weighted node deployment in solar insecticidal lamp Internet of Things [J]. IEEE Internet of Things Journal, 2021, 8(12):10170-10186. (SCI)
- Fan Yang, Lei Shu*, Yuli Yang, Guangjie Han, Simon Pearson, Kailiang Li. Optimal deployment of solar insecticidal lamps over constrained locations in mixed-crop farmlands [J]. IEEE Internet of Things Journal, 2021, 8(16): 13095 – 13114. (SCI)
- Yuanhao Sun, Weimin Ding, Lei Shu, Kailiang Li, Yu Zhang, Zhangbing Zhou, Guangjie Han. On Enabling Mobile Crowd Sensing for Data Collection in Smart Agriculture: A Vision [J]. IEEE Systems Journal, 2021. (SCI)
- Xing Yang, Lei Shu*, Jianing Chen, Mohamed Amine Ferrag, Jun Wu, Edmond Nurellari, Kai Huang. A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges [J]. IEEE/CAA Journal of Automatica Sinica, 2021, 8(2):273-302. (SCI)
- Chao Qi, Junfeng Gao, Simon Pearson, Helen Harman, Kunjie Chen, Lei Shu. Tea chrysanthemum detection under unstructured environments using the TC-YOLO model [J]. Expert Systems with Applications, 2021. (SCI)
- Fan Yang, Lei Shu*, Yuli Yang, Ye Liu, Timothy Gordon, Improved Coverage and Connectivity via Weighted Node Deployment in Solar Insecticidal Lamp Internet of Things[J]. IEEE Internet of Things Journal, 2021, doi: 10.1109/JIOT.2021.3050473. (SCI)
- Kai Huang, Lei Shu*, Kailiang Li, Fan Yang, Guangjie Han, Xiaochan Wang*, Simon Pearson, Photovoltaic Agricultural Internet of Things towards Realizing the Next Generation of Smart Farming[J], IEEE Access, 2020, 8: 76300-76312. (SCI)
- Kai Huang, Kailiang Li, Lei Shu*, Xing Yang, Timothy Gordon, Xiaochan Wang*, High Voltage Discharge Exhibits Severe Effect on ZigBee-based Device in Solar Insecticidal Lamps Internet of Things[J], IEEE Wireless Communications, 2020, 27(6): 140-145. (SCI)
- 李凯亮, 舒磊*, 黄凯, 孙元昊, 杨帆, 张宇, 霍志强, 王彦飞, 王心怡, 卢巧玲, 张亚成, 太阳能杀虫灯物联网研究现状与展望[J]. 智慧农业, 2019, 1(3):13-28.
- Fan Yang, Lei Shu, Ye Liu, Kailiang Li, Kai Huang, Yu Zhang and Yuanhao Sun. Poster: Photovoltaic Agricultural Internet of Things – the Next Generation of Smart Farming[C]. In Proceedings of the International Conference on Embedded Wireless Systems and Networks (EWSN 2019), Beijing, China, February 25-27, 2019. (EI)
Others
- Miguel Martinez-Garcia, Timothy Gordon, Lei Shu, Extended Crossover Model for Human-control of Fractional Order Plants[J]. IEEE Access, 2017, 5:27622-27635. (SCI)