個人簡介
基本信息:
主要經曆:
教育/工作經曆:
2012.07--2020.08 永利集团3044am後勤管理中心(後勤集團),科室負責人
2017.09--2020.06 永利集团3044am數學與統計學院,碩士研究生
2020.09--2024.03 武漢科技大學信息科學與工程學院,博士研究生
2024.03--至 今 永利集团3044am,講師
發表科研論文:
1. Junwei Hu, Weigang Li*, Yong Zhang*, Zhiqiang Tian. Cross-domain few-shot fault diagnosis based on meta-learning and domain adversarial graph convolutional network[J]. Engineering Applications of Artificial Intelligence, 2024, 136: 108970. (中科院二區TOP, IF:7.5)
2. Junwei Hu*, Chao Xie. Semi-supervised adaptive anti-noise meta-learning for few-shot ndustrial gearbox fault diagnosis. Measurement Science and Technology, 2024, 35(11):116104. (SCI三區, IF: 2.4)
3. Junwei Hu, Yong Zhang*, Weigang Li*, Xiujuan Zheng, Zhiqiang Tian. Trustworthy artificial intelligence based on an explicable temporal feature network for industrial fault diagnosis[J]. Cognitive Computation, 2024, 16: 534-545. (SCI二區, IF: 5.4)
4. Junwei Hu, Weigang Li*, Ailong Wu, Zhiqiang Tian. Novel joint transfer fine-grained metric network for cross-domain few-shot fault diagnosis[J]. Knowledge-Based Systems, 2023, 279: 110958. (SCI一區TOP期刊,IF: 8.8)
5. Junwei Hu, Weigang Li*, Xiujuan Zheng, Zhiqiang Tian, Yong Zhang*. Prior knowledge-based residuals shrinkage prototype networks for cross-domain fault diagnosis[J]. Measurement Science and Technology, 2023, 34:105011. (SCI三區, IF: 2.4)
6. Junwei Hu*, Xisheng Zhan, Xiaowei Jiang, Huaicheng Yan. Tracking performance for NCSs with multi-communication constraints[J]. ISA transactions, 2023, 134: 409-416. (SCI二區 TOP期刊,IF: 7.3)
7. Xisheng Zhan, Junwei Hu, Wu Jie*, Huaicheng Yan. Performance analysis method for NCSs with coding and quantization constraints[J]. ISA transactions, 2020, 107: 287-293. (SCI二區 TOP期刊)
8. Junwei Hu, Xisheng Zhan*, Wu Jie, Huaicheng Yan. Analysis of optimal performance of MIMO networked control systems with encoding and packet dropout constraints[J]. IET Control Theory & Applications, 2020, 14(13): 1762-1768. (SCI二區)
9. Junwei Hu, Xisheng Zhan*, Wu Jie, Huaicheng Yan. Optimal tracking performance of NCSs with time-delay and encoding-decoding constraints[J]. International Journal of Control, Automation and Systems, 2020, 18: 1012-1022. (SCI三區)
10. 胡俊偉*,姜曉偉,張先鶴,嚴懷成. 單輸入多輸出系統最優跟蹤誤差估計[J永利集团3044am學報 (自然科學版),2019, 39(1): 39-45.
11. Zhiqiang Tian, Weigang Li*, Junwei Hu, Chunhua Deng. Joint graph entropy knowledge distillation for point cloud classification and robustness against corruptions[J]. Information Sciences, 2023, 648: 119542. (SCI一區TOP期刊,IF: 8.1)
12. Songtao Li, Weigang Li*, Junwei Hu, Yang Li. Semi-supervised bi-orthogonal constraints dual-graph regularized NMF for subspace clustering[J]. Applied Intelligence, 2022, 52(3): 3227-3248. (SCI二區, IF: 5.3)
13. Yuan Dai, Yanghui Ou, Junwei Hu, Zuowei Ping, Xinghua Xu*, Yong Zhang. Few-shot gearbox fault diagnosed based on meta-learning and time convolution network[C]//2022 China Automation Congress (CAC). IEEE, 2022: 3341-3346.
14. Xiaowei Jiang*, Xiangyong Chen*, Junwei Hu , Huaicheng Yan, Ming-feng Ge. On the achievable tracking performance of NCSs over SNR limited channels[J]. Journal of the Franklin Institute, 2019, 356(6): 3353-3367. (SCI二區)
發明專利:
1. 袁烨, 張永, 胡俊偉, 何心, 周炜. 基于深度殘差收縮原型網絡的元學習故障診斷方法及裝置,中國,申請号:2022115390673(發明專利,實審)
主持/參與項目:
1. 國家自然科學基金:基于多階段退化特征的滾動軸承的智能自适應剩餘壽命預測研究(No. 61873197,2019-2022)(參與)
2. 國家自然科學基金:基于飽和約束的網絡化多自主體系統一緻性及能耗優化問題研究(No. 62173130,2022-2025)(參與)
3. 複雜網絡環境下的跟蹤控制系統設計. 2017年永利集团3044am創新科研基金(學生)(主持)
4. 永利集团3044am(學院)國家節約型公共機構示範單位(第二批 2016)(國管局國家發展改革委财政部)(主持申報)
獲得各級獎勵:
1. 2020年 疫情防控工作下沉黨員幹部考核鑒定優秀、永利集团3044am優秀畢業研究生
2. 2019年 永利集团3044am黨員管理服務先鋒之星、支部黨員民主評議優秀黨員
3. 2018年 永利集团3044am支部黨員民主評議優秀黨員
4. 2017年 永利集团3044am年度綜合考核優秀
5. 2015年 永利集团3044am年度綜合考核優秀
6. 2014--2015年 永利集团3044am工會積極分子