研究方向

高端裝備運維、智能傳感器研發(fā)

主要成果

鄒筱瑜, 潘杰. 基于慢特征分析的非平穩工業(yè)過(guò)程的狀態(tài)監測方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL202010103466.

鄒筱瑜, 潘杰. 基于即時(shí)學(xué)習思想的工業(yè)過(guò)程運行狀態(tài)在線(xiàn)評價(jià)方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL202010635922.5

鄒筱瑜，胡亮，孫國慶，潘杰，高成龍，王忠賓，閆海峰，譚超，司壘，劉新華，康明霞，辛德忠. 基于時(shí)間序列分解和保序回歸的鉆機主軸軸承健康狀態(tài)評估方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL202211570526.4

鄒筱瑜, 郭炯池, 王忠賓, 司壘, 魏東, 顧進(jìn)恒, 譚超, 閆海峰, 張聰, 辛德忠, 王清峰. 基于ViBe和Camshift算法的攝像頭動(dòng)靜狀態(tài)下的鉆孔檢測方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL202210185399.X

閆鑫樂(lè ), 鄒筱瑜, 柏德恩, 司壘, 潘杰. 一種礦用單軌懸掛式巡檢裝置及使用方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL202110585338.8

常玉清, 鄒筱瑜, 王福利, 王姝, 趙露平, 李鴻儒, 牛大鵬. 一種濕法冶金過(guò)程中運行狀態(tài)的評價(jià)方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL201710280387.4

趙露平, 鄒筱瑜, 常玉清, 王姝, 王福利, 毛志忠, 牛大鵬. 金濕法冶金氰化浸出過(guò)程運行狀態(tài)評價(jià)方法. 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL201710813336.3

潘杰, 李賽男, 鄒筱瑜. 一種基于語(yǔ)義糾錯下生成對抗網(wǎng)絡(luò )的零樣本學(xué)習方法, 中國發(fā)明專(zhuān)利, 專(zhuān)利號: ZL2021107013515

鄒筱瑜,郝嘉銳,王天翼,王忠賓,等.一種雙驅動(dòng)的供電電壓 10kv 采煤機牽引裝置.中國發(fā)明專(zhuān)利, 申請號: CN2023108375457

鄒筱瑜, 胡亮, 王忠賓, 閆海峰, 吳虹霖, 王清峰, 辛德忠. 基于CVA和RNN的鉆機主軸滾動(dòng)軸承的剩余使用壽命預測方法. 中國發(fā)明專(zhuān)利, 申請號: CN202111533045.1

鄒筱瑜，黃濤，潘杰，王忠賓，等. 一種基于深度信息的煤礦井下人員檢測方法.中國發(fā)明專(zhuān)利, 申請號: CN202210537728.2

鄒筱瑜,王天翼,譚超,等,一種礦山機電裝備內置傳感的通信方法, 中國發(fā)明專(zhuān)利, 申請號:  CN202310247758.4

潘杰, 陳寧寧, 鄒筱瑜. 基于非線(xiàn)性度自適應子域領(lǐng)域適應的極少量訓練樣本下圖片分類(lèi)方法, 中國發(fā)明專(zhuān)利, 申請號: CN2021103462750.

潘杰, 黃霄漢, 陳寧寧, 鄒筱瑜. 一種基于分布對抗的無(wú)監督深度領(lǐng)域適應方法, 中國發(fā)明專(zhuān)利, 申請號: 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.

鄒筱瑜, 黃鑫淼, 王忠賓等. 基于集成式因子圖優(yōu)化的煤礦巷道移動(dòng)機器人三維地圖構建[J]. 工礦自動(dòng)化, 2022, 48(12): 57-67.

鄒筱瑜, 王福利, 常玉清等. 基于兩層分塊GMM-PRS的流程工業(yè)過(guò)程運行狀態(tài)評價(jià) [J]. 自動(dòng)化學(xué)報. 2019, 45(11): 2071-2081.

鄒筱瑜, 王福利, 常玉清等. 基于分層分塊結構的流程工業(yè)過(guò)程運行狀態(tài)評價(jià)和非優(yōu)原因追溯 [J]. 自動(dòng)化學(xué)報. 2019, 45(2): 315-324.

鄒筱瑜, 常玉清, 王福利等. 基于 GMM 和貝葉斯推理的多模態(tài)過(guò)程運行狀態(tài)評價(jià) [J]. 控制理論與應用, 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, 劉炎, 鄒筱瑜. 復雜工業(yè)過(guò)程運行狀態(tài)優(yōu)性評價(jià). 科學(xué)出版社. 2019年6月.

代表性科研項目

1. 國家自然科學(xué)基金面上項目，復雜煤層環(huán)境下鉆孔機器人鉆進(jìn)過(guò)程運行狀態(tài)評價(jià)與劣化預警，53萬(wàn)，在研，主持；

2. 中央高?；究蒲袠I(yè)務(wù)費專(zhuān)項資金英才培育工程專(zhuān)項，煤炭綜采裝備服役安全評估與智能運維決策基礎理論研究，100萬(wàn)，在研，主持；

3. 國家重點(diǎn)研發(fā)計劃項目，面向沖擊地壓礦井防沖鉆孔機器人，在研，參與；

4.國家自然科學(xué)基金青年項目，數據與機理混合驅動(dòng)的制粉系統設備運行狀態(tài)評價(jià)與智能調優(yōu)決策，結題，主持；

5. 中國博士后基金項目，采煤機服役狀態(tài)評估與智能運維決策理論研究，結題，主持；

6. 中國博士后基金項目，電廠(chǎng)熱力系統運行狀態(tài)分布式協(xié)同評價(jià)及精細化調優(yōu)決策，結題，主持；

7. 浙江省博士后基金項目，大型燃煤發(fā)電機組制粉系統運行狀態(tài)分布式評價(jià)及智能化調優(yōu)決策，結題，主持；

8. 礦冶過(guò)程自動(dòng)控制技術(shù)國家重點(diǎn)實(shí)驗室開(kāi)放研究基金項目，銅浮選全流程運行狀態(tài)分布式評價(jià)及智能調優(yōu)決策，結題，主持；

9. 企業(yè)委托項目，制造產(chǎn)品質(zhì)量在線(xiàn)評估技術(shù)研究，結題，主持；

10. 浙江省兩化融合聯(lián)合基金項目，百萬(wàn)千瓦超超臨界機組的精細狀態(tài)監測、故障診斷與自愈調控關(guān)鍵技術(shù)研究，結題，參與；

11. 國家高技術(shù)研究發(fā)展計劃(863計劃)項目，濕法冶金全流程一體優(yōu)化控制技術(shù)，結題，參與。