研究方向
高端装备运维、智能传感器研发
主要成果
邹筱瑜, 潘杰. 基于慢特征分析的非平稳工业过程的状态监测方法. 中国发明专利, 专利号: ZL202010103466.
邹筱瑜, 潘杰. 基于即时学习思想的工业过程运行状态在线评价方法. 中国发明专利, 专利号: ZL202010635922.5
邹筱瑜，胡亮，孙国庆，潘杰，高成龙，王忠宾，闫海峰，谭超，司垒，刘新华，康明霞，辛德忠. 基于时间序列分解和保序回归的钻机主轴轴承健康状态评估方法. 中国发明专利, 专利号: ZL202211570526.4
邹筱瑜, 郭炯池, 王忠宾, 司垒, 魏东, 顾进恒, 谭超, 闫海峰, 张聪, 辛德忠, 王清峰. 基于ViBe和Camshift算法的摄像头动静状态下的钻孔检测方法. 中国发明专利, 专利号: ZL202210185399.X
闫鑫乐, 邹筱瑜, 柏德恩, 司垒, 潘杰. 一种矿用单轨悬挂式巡检装置及使用方法. 中国发明专利, 专利号: ZL202110585338.8
常玉清, 邹筱瑜, 王福利, 王姝, 赵露平, 李鸿儒, 牛大鹏. 一种湿法冶金过程中运行状态的评价方法. 中国发明专利, 专利号: ZL201710280387.4
赵露平, 邹筱瑜, 常玉清, 王姝, 王福利, 毛志忠, 牛大鹏. 金湿法冶金氰化浸出过程运行状态评价方法. 中国发明专利, 专利号: ZL201710813336.3
潘杰, 李赛男, 邹筱瑜. 一种基于语义纠错下生成对抗网络的零样本学习方法, 中国发明专利, 专利号: ZL2021107013515
邹筱瑜,郝嘉锐,王天翼,王忠宾,等.一种双驱动的供电电压 10kv 采煤机牵引装置.中国发明专利, 申请号: CN2023108375457
邹筱瑜, 胡亮, 王忠宾, 闫海峰, 吴虹霖, 王清峰, 辛德忠. 基于CVA和RNN的钻机主轴滚动轴承的剩余使用寿命预测方法. 中国发明专利, 申请号: CN202111533045.1
邹筱瑜，黄涛，潘杰，王忠宾，等. 一种基于深度信息的煤矿井下人员检测方法.中国发明专利, 申请号: CN202210537728.2
邹筱瑜,王天翼,谭超,等,一种矿山机电装备内置传感的通信方法, 中国发明专利, 申请号: CN202310247758.4
潘杰, 陈宁宁, 邹筱瑜. 基于非线性度自适应子域领域适应的极少量训练样本下图片分类方法, 中国发明专利, 申请号: CN2021103462750.
潘杰, 黄霄汉, 陈宁宁, 邹筱瑜. 一种基于分布对抗的无监督深度领域适应方法, 中国发明专利, 申请号: CN2021104010676.
Xiaoyu Zou, Chunhui Zhao, Step-wise segment partition based stationary subspace analysis and Gaussian mixture model for nonstationary process performance assessment, Information sciences, 2023, 639: 1-14.
Xiaoyu Zou, Chunhui Zhao, Concurrent assessment of process operating performance with joint static and dynamic analysis, IEEE Transactions on Industrial Informatics, 2020, 16(4): 2776 - 2786.
Xiaoyu Zou, Fuli Wang, Jie Pan. 3-D online modeling and assessment of operating performance for nonstationary industrial processes with nonlinearity [J]. Journal of process control, 2021, 101: 1-10.
Xiaoyu Zou, Chunhui Zhao, Furong Gao. Linearity decomposition based cointegration analysis for nonlinear and nonstationary process performance assessment[J]. Industrial & Engineering Chemistry Research, 2020, 59: 3052-3063.
Xiaoyu Zou, Chunhui Zhao. Meticulous assessment of operating performance for processes with a hybrid of stationary and nonstationary variables[J]. Industrial & Engineering Chemistry Research, 2019, 58(3): 1341-1351.
Xiaoyu Zou, Fuli Wang, Yuqing Chang. Assessment of operating performance using cross-domain feature transfer learning [J]. Control Engineering Practice. 2019, 89: 143-153.
Xiaoyu Zou, Fuli Wang, Yuqing Chang, et al. Process operating performance optimality assessment and non-optimal cause identification under uncertainties [J]. Chemical Engineering Research and Design. 2017, 120: 348-359
Yuqing Chang, Xiaoyu Zou*, Fuli Wang, et al. Multi-mode plant-wide process operating performance assessment based on two-level multi-block hybrid model [J]. Chemical Engineering Research and Design. 2018, 136: 721-733.
Xiaoyu Zou, Yuqing Chang, Fuli Wang, et al. Process operating performance optimality assessment with coexistence of quantitative and qualitative information [J]. Canadian Journal of Chemical Engineering, 2018, 96(1):179-188.
Xiaoyu Zou, Fuli Wang, Yuqing Chang, et al. Two-level multi-block operating performance optimality assessment for plant-wide processes [J]. Canadian Journal of Chemical Engineering. 2018, 96(11): 2395-2407.
Tao Huang, Xiaoyu Zou*, Miner detection in underground coal mine by fusing RGBD image with Improved Convolutional Block Attention Module, Int. J. of Mechatronics and Automation, 2023, Accepted.
邹筱瑜, 黄鑫淼, 王忠宾等. 基于集成式因子图优化的煤矿巷道移动机器人三维地图构建[J]. 工矿自动化, 2022, 48(12): 57-67.
邹筱瑜, 王福利, 常玉清等. 基于两层分块GMM-PRS的流程工业过程运行状态评价 [J]. 自动化学报. 2019, 45(11): 2071-2081.
邹筱瑜, 王福利, 常玉清等. 基于分层分块结构的流程工业过程运行状态评价和非优原因追溯 [J]. 自动化学报. 2019, 45(2): 315-324.
邹筱瑜, 常玉清, 王福利等. 基于 GMM 和贝叶斯推理的多模态过程运行状态评价 [J]. 控制理论与应用, 2016, 33(2): 164-171.
Guoqing Sun, Xiaoyu Zou*, Jie Pan, Zhongbin Wang, et al. Atten-DilatedNet: bearing fault diagnosis of mine drilling rig[C]. CAA SAFEPROCESS 2023.
Tianyi Wang, Xiaoyu Zou*, Jie Pan, Zhongbin Wang, et al. Design and Calibration Method for Built-in Temperature Sensor in Rocker Arm of the Shearer [C]. IEEE International Conference on Unmanned Systems (IEEE ICUS 2023)
Xiaoyu Zou, Liang Hu, Fuli Wang, et al. Operating performance assessment of between-mode transitions for multi-mode plant-wide process[C]. Asian Control Conference (ASCC 2022).
Jiongchi Guo, Xiaoyu Zou*, Zhongbin Wang, et al. Joint Detection and Tracking with Movable Camera and Its Application to a Drilling Robot in Underground Coal Mine [C]. 2022 IEEE International Conference on Mechatronics and Automation (ICMA).
Tao Huang, Xiaoyu Zou*, Zhongbin Wang, et al. RGBD image based human detection for electromechanical equipment in underground coal mine [C]. 2022 IEEE International Conference on Mechatronics and Automation (ICMA).
Chenglong Gao, Xiaoyu Zou*, Jie Pan, et al. Fault diagnosis of electromechanical equipment based on knowledge graph and its application to a shearer[C]. The 41st Chinese Control Conference(CCC 2022).
Xiaoyu Zou, Jie Pan. Multivariate statistical modelling and monitoring for nonstationary industrial process with slow feature analysis and temporal working pattern partition. Chinese Control and Decision Conference CCDC, 2021: 2803-2807.
Xiaoyu Zou, Fuli Wang, Yuqing Chang, et al. Operating performance assessment for industrial process with hybrid qualitative and quantitative information using modified fuzzy probabilistic rough set [C]. 2020 Chinese Automation Congress (CAC), 2020: 4619-4624
Xiaoyu Zou, Dapeng Niu, Yuqing Chang. Canonical correlation analysis based process operating performance assessment and its application to a gold hydrometallurgy process [C]. Chinese Automation Congress, 2017: 1584-1587.
Xiaoyu Zou, Fuli Wang, Yuqing Chang, et al. Process operation performance optimality assessment and cause identification based on PCA-DCD[C]. Chinese Control and Decision Conference (CCDC), 2016 Chinese. IEEE, 2016: 43-48.
王福利, 常玉清, 刘炎, 邹筱瑜. 复杂工业过程运行状态优性评价. 科学出版社. 2019年6月.
代表性科研项目
1. 国家自然科学基金面上项目，复杂煤层环境下钻孔机器人钻进过程运行状态评价与劣化预警，53万，在研，主持；
2. 中央高校基本科研业务费专项资金英才培育工程专项，煤炭综采装备服役安全评估与智能运维决策基础理论研究，100万，在研，主持；
3. 国家重点研发计划项目，面向冲击地压矿井防冲钻孔机器人，在研，参与；
4.国家自然科学基金青年项目，数据与机理混合驱动的制粉系统设备运行状态评价与智能调优决策，结题，主持；
5. 中国博士后基金项目，采煤机服役状态评估与智能运维决策理论研究，结题，主持；
6. 中国博士后基金项目，电厂热力系统运行状态分布式协同评价及精细化调优决策，结题，主持；
7. 浙江省博士后基金项目，大型燃煤发电机组制粉系统运行状态分布式评价及智能化调优决策，结题，主持；
8. 矿冶过程自动控制技术国家重点实验室开放研究基金项目，铜浮选全流程运行状态分布式评价及智能调优决策，结题，主持；
9. 企业委托项目，制造产品质量在线评估技术研究，结题，主持；
10. 浙江省两化融合联合基金项目，百万千瓦超超临界机组的精细状态监测、故障诊断与自愈调控关键技术研究，结题，参与；
11. 国家高技术研究发展计划(863计划)项目，湿法冶金全流程一体优化控制技术，结题，参与。
