任宏基,男,工学博士。讲师。现为航空工程系教师。
主要成就:
作为第一作者发表SCI、EI论文6篇。授权发明专利1项。参与科技部重点研发计划课题1项、国防科工委项目1项、重庆市人工智能重大主题专项1项。2020年度IEEE可靠性协会(重庆分会)杰出青年科学家。申请人长期从事旋转机械故障诊断、智能信息处理、设备大数据运维等方面的科学研究工作,在振动/噪声监测与分析、装备状态监测系统研究和开发等方面进行了大量的研究,积累了丰富的经验。
获奖与荣誉:
IEEE可靠性协会(重庆分会)杰出青年科学家(2020)
发表论文:
1.Hongji Ren, Aijun Yin, Zongxian Dai, et al. Deep Probabilistic Learning for Process Quality Evaluation With a Case Study of Gear Hobbing Process[J]. IEEE Transactions on Industrial Informatics, 2022, 18(3): 1468-1478.
2.任宏基,尹爱军,陈义.多元可逆深度概率学习及齿轮退化分析研究[J].仪器仪表学报,2021。.
3.Hongji Ren, Aijun Yin, Wei Song, et al, "Vibration Monitoring With Dependencies Attention for Gear Hobbing Quality Evaluation," IEEE Sensors Journal, vol. 20, no. 22, pp. 13726-13733, Jun 2020.
4.Hongji Ren, Aijun Yin, Quan Zhang, "Vibration signal denoising using partial differential equations of arbitrary order," Measurement, vol. 148, pp.106917.1-106917.9, Dec 2019.
5.Hongji Ren, Aijun Yin, Wenquan Yao, et al, "Radio frequency reflection characteristics of shale fragmentation subject to uniaxial compression", Measurement, vol. 139, pp.70-77, Jun 2019.
6.Hongji Ren, Aijun Yin, Quan. Zhou, et al, "A Wind Turbine Bearing Performance Evaluation Method Based on Similarity Analysis of Fuzzy k-Principal Curves in Manifold Space," IEEE Access, vol. 7, pp. 36154-36163, Mar 2019.