- 工学院
翁旭
翁旭,讲师,硕士研究生导师。主要从事数据驱动下的复杂系统建模、评估与优化、多属性决策、信息融合与推理、智能医疗诊断与决策方面的研究。主持浙江省自然科学基金项目/浙江省教育厅一般科研项目/湖州市自然科学资金项目各1项。以第一/通讯作者在IEEE TASE、RESS、PSEP、JPC、CEP、JIEC等期刊发表论文8篇,授权国家发明专利10项,国际发明专利1项。
研究方向:
1)不确定性信息处理
2)复杂系统状态监测与安全评估
3)故障预测与健康管理
4)智慧医疗专家系统与辅助决策
科研项目:
[1] 国家重点研发计划战略性科技创新合作项目(2022YFE0210700):中国-奥地利人工智能与先进制造“一带一路”联合实验室建设与智能物联网关键技术联合研究,2022.12-2025.11,参与
[2] 浙江省“尖兵”“领雁”研发攻关计划项目(2024C03254):面向防台应急通航的致灾要素图谱预警与航行安全保障关键技术及应用示范,2024.1- 2026.12,参与
[3] 浙江省“尖兵”“领雁”研发攻关计划项目(2023C03134):流域水环境质量改善与健康重建关键技术、装备研发及示范-浙江省典型滨海河网水环境提质增效与健康重建关键技术和示范应用,2023.1-2025.12,参与
[4] 宁夏省宁东能源化工基地本级重点支持领域科技项目(2023NDKJXM LX059):基于智能物联网的化工安全实训操作流程自动化识别技术与系统研发,2024.01- 2025.12,参与
[5] 浙江省重点研发计划项目(2023C01215):电梯产品多维度价值链协同服务关键技术与平台研发,2023.1-2025.12,参与
[6] 浙江省重点研发计划主动设计项目(2019C03104):滑坡地质灾害监测、预警与防治一体化平台研发及应用示范,2018.1-2022.12,参与
发表论文:
[1] Weng Xu, Nie Zufeng, Xu Xiaobin*, Chang Leilei, Zhou Zhijie. Hierarchical correlation modeling and evidence fusion for multivariate alarm systems in high-dimensional processes [J]. Process Safety and Environmental Protection. doi:10.1016/j.psep.2025.107882. 2025.9.
[2] Weng Xu, Xu Xiaobin*, Wang Xiping, Yang Li, Zhou Zhe. A hybrid stochastic-dynamic framework for reliable alarm generation: Integrating GMM-based probability patterns with temporal evidence fusion [J]. Chemical Engineering Research and Design. 222: 73-85. 2025.8.
[3] Weng Xu, Xu Xiaobin*, Hu Yu, Huang Weidong, Liu Rongjun, Meng Jianfang, Steyskal Felix. Multivariate causal analysis and evidence reasoning rule integrated alarm system design method for chemical process [J]. Journal of Industrial and Engineering Chemistry. doi:10.1016/j.jiec.2025.07.042. 2025.7.
[4] Weng Xu, Xu Xiaobin*, Feng Jing, Shen Xufeng, Meng Jianfang, Steyskal Felix. A correlation analysis based multivariate alarm method via maximum likelihood evidential reasoning [J]. IEEE Transactions on Automation Science and Engineering, 21(4): 4974-4986. 2024.10.
[5] Xu Xiaobin, Zhou Jiahao, Weng Xu*, Zhang Zehui, He Hong, Steyskal Felix, Brunauer Georg. A Novel Evidence Reasoning-Based RUL Prediction Method Integrating Uncertainty Information [J]. Reliability Engineering & System Safety. 250: 110250. 2024.6.
[6] Xu Xiaobin, Weng Xu*, Zhang Kai, Zeng Jiusun, Wang Haiquan, Feng Jing, Steyskal Felix. Evidence reasoning-based alarm method for silicon content in blast furnace hot metal using unbalanced monitoring samples [J]. Control Engineering Practice, 144: 105833. 2024.3.
[7] Weng Xu, Xu Xiaobin*, Chang Leilei, Hou Pingzhi, Wang Guodong, Dustdar Schahram. Evidence fusion-based alarm system design considering coarse and fine changes of process variable [J]. Journal of Process Control. 113: 68-79. 2022.5.
[8] Weng Xu, Xu Xiaobin*, Bai Yu, Ma Feng, Wang Guodong, Dustdar Schahram. A data-driven industrial alarm decision method via evidence reasoning rule [J]. Journal of Process Control. 105: 15-26. 2021.9.
授权专利:
[1] Xu Xiaobin,Weng Xu, et al. A multivariate industrial process fault detection method based on correlation analysis. European Patent. No.3 A 50433/2022-1
[2] 翁旭,徐晓滨,等.一种基于记忆与遗忘策略的工业过程异常在线检测方法.授权发明专利. 专利号:ZL202110550133.6
[3] 翁旭,徐晓滨,等.一种化工过程反应器故障检测的信息融合方法. 授权发明专利. 专利号:ZL202210344094.9
[4] 徐晓滨,翁旭,等.一种船舶电力推进系统变频器报警器设计方法.授权发明专利.专利号:ZL201810902658.X
[5] 徐晓滨,翁旭,等.一种中压船舶电力系统单相接地故障报警器设计方法.授权发明专利.专利号:ZL201811365359.3
[6] 徐晓滨,张凯,翁旭,等.基于多目标优化与证据迭代更新的工业报警器设计方法.授权发明专利.专利号:ZL202010207522.4
联系方式:wengxu@zjhu.edu.cn (不要求任何专业基础,欢迎有一定计算机(必须)、数学(最好)和英语(不强求)基础的同学主动邮件联系)