晏晓辉
教授
办公室电话 Office Phone:
E-mail:
yanxh@dgut.edu.cn
教育背景/经历 Education
2007.09-2013.01 中国科学院大学 博士
2003.09-2007.07 华中科技大学 学士
工作经历 Work Experience
2013.01--2018.07东莞理工学院 3308维多利亚线路检测中心 教师
2018.07-2022.03东莞理工学院 3308维多利亚线路检测中心 工业工程系主任
期间:2019.09-2020.08 香港理工大学 访问学者
2022.03-2023.03 东莞市横沥镇人民政府 党委委员(挂职)
2023.05-至今 东莞理工学院 3308维多利亚线路检测中心副院长
科研情况 Scientific
主要研究方向有:群体智能算法,生产调度优化,制造系统智能控制与优化,机器学习
科研项目
1.国家自然科学基金项目,61703102,基于复杂系统涌现机制的菌群优化方法研究及其在立体仓库调度中的应用,2018/01-2020/12,19万,已结题,主持.
2.广东省自然科学基金地区培育项,目多源复杂环境下基于群智决策的工业物联网边缘计算卸载优化,2022.12-2025.09,30万,在研,主持.
3.广东省自然科学基金项目,2015A030310274,基于菌群行为的智能优化方法研究及其在混流装配调度中的应用,2015/08-2018/08,10万、已结题,主持
3.国家重点研发计划,2ZA181201,跨企业动态供应链网络协同技术研究,2018.03-2022.03,130.55万元,已结题,参与
4.东莞市科技特派员项目,20231800500112,智慧橱卫行业光电智控产品生产技术优化及标准建设2023.04-2024.04,10万,在研,主持
5.东莞市科技特派员项目,20201800500212,基于人工智能的智能制造装备在线监测与优化系统开发,2021.07-2023.06,10万,已结题,参与
6.广东省科技计划项目,2015A010103021,可重用工器具的立体可视化智能仓库系统,2015/10-2017/10,30万,在研,参与
7.东莞市软科学研究项目,201350420100014,东莞发展智能装备制造业的重点领域与路径研究,2014/09-2015/08、15万、已结题、参与(单位负责人)
出版物 Publications
代表性论文
[1]. Xiaohui Yan, Ben Niu, Yujuan Chai, Zhicong Zhang, Liangwei Zhang. An adaptive hydrologic cycle optimization algorithm for numerical optimization and data clustering. International Journal of Intelligent Systems ,2022;37:6123-6151. (SCI IF= 8.993)
[2]. Xiaohui Yan, Zhicong Zhang, Qunfeng Liu, Cixing Lv, Liangwei Zhang, Shuai Li. An NSABC algorithm for multi-aisle AS/RS scheduling optimization. Computers & Industrial Engineering, 156 (2021) 107254. (SCI IF=7.18)
[3]. Liangwei Zhang,Qi Fan,Jing Li,Zhicong Zhang,Xiaohui Yan,Chuan Li. A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions. Engineering Applications of Artificial Intelligence, 2023: 119, 105735. (SCI IF=8.0)
[4]. Liangwei Zhang,Jing Li,Haidong Shao,Zhicong Zhang,Xiaohui Yan,Jianyu Long,End-to-end unsupervised fault detection using a flow-based model. Reliability Engineering & System Safety,215 (2021) 1078. (SCI IF=8.1)
[5]. Yandong Luo, Jianwen Guo, Zhenpeng Lao, Shaohui Zhang, and Xiaohui Yan,Swarm Robot Exploration Strategy for Path Formation Tasks Inspired by Physarum polycephalum,Complexity,2021. (SCI IF=2.3)
[6]. Yandong Luo, Jianwen Guo, Guoliang Ye, Yan Wang, Li Xie, Xiang Wang, Shaohui Zhang and Xiaohui Yan,Toward Target Search Approach of Swarm Robotics in Limited Communication environment Based on Robot Chains with Elimination Mechanism [J]. International Journal of Advanced Robot,2020. (SCI IF=2.3)
[7]. Zhang Zhicong, Li Shuai, Yan Xiaohui, Zhang Liangwei. (2019). A linear programming based approach for composite-action markov decision processes. RAIRO Operation Research, 53(5), 1749-1761. (SCI IF=1.8)
[8]. Li Shuai, Zhang Zhicong, Yan Xiaohui, Zhang Liangwei. Probability mechanism based particle swarm optimization algorithm and its application in resource-constrained project scheduling problems. Discrete Dynamics in Nature and Society, 2019. (SCI IF=1.4)
[9]. Zhang Zhicong, Li Shuai, Yan Xiaohui, Online Self-Organizing Network Control with Time Averaged Weighted Throughput Objective. Discrete Dynamics in Nature and Society 2018(2018):1-11. (SCI IF=1.4)
[10]. Zhicong Zhang, Xiaohui Yan, Shuai Li. Analysis of a dynamic lot-sizing problem with production capacity constraint. International Transactions in Operational Research, 2016, 23(4): 813-833. (SCI IF=3.1)
[11]. Xiaohui Yan, Zhicong Zhang, Jianwen Guo, Shuai Li, Kaishun Hu. A Novel Algorithm to Scheduling Optimization of Melting-Casting Process in Copper Alloy Strip Production[J]. Discrete Dynamics in Nature and Society, 2015, 2015:1-13. (SCI IF=1.4)
[12]. Xiaohui Yan, Yunlong Zhu, Hanning, Chen Hao zhang. A novel hybrid artificial bee colony algorithm with crossover operator for numerical optimization[J]. Natural Computing, 2015, 14(1). (SCI IF=2.1)
[13]. Xiaohui Yan, Yunlong Zhu, Wenping Zou, Hao Zhang. A new approach for data clustering using hybrid artificial bee colony algorithm[J]. Neurocomputing, 2012, 97:241-250. (SCI IF=6.0)
[14]. Xiaohui Yan, Yunlong Zhu, Hao zhang, Hanning Chen, An Adaptive Bacterial Foraging Optimization Algorithm with Lifecycle and Social Learning, Discrete Dynamics in Nature and Society. (SCI IF=1.4)
授权专利
[1]. 晏晓辉,孙振忠,孟超,李川等,一种全自动化钢丝裁断机构,授权国家发明专利,ZL201610913225.5
[2]. 晏晓辉,杨宇辉. 一种新型双工位触屏拆解装置. 授权实用新型专利, ZL202122441807.7
[3]. 晏晓辉,张煜康,杨宇辉.一种PCB视觉检测装置,授权实用新型专利,ZL202320430270.0
[4]. 杨宇辉,晏晓辉,何伟锋.一种新型超声辅助自动打螺丝紧固装置,授权国家发明专利,ZL202210079219.X.
[5]. 张智聪,何伟锋,晏晓辉,李帅,张良伟.一种新式立体仓库设备, 授权国家发明专利,ZL202110480284.9
[6]. 张智聪,何伟峰,晏晓辉,张良伟,李帅. Stereoscopic warehousing equipment,授权美国发明专利,US11518614B2.