姓名：周 灿

性别：男

学位/职称：博士/教授

电子邮箱：zhoucan@csu.edu.cn

办公地点：湖南省长沙市岳麓区中南大学升华后楼515

研究方向：工业过程智能感知、模式识别与机器学习、多源异数据表征与融合、智能制造

出版著作及代表性论文：

[1]Wang Jianing, Zhou Can, Zhu Hongqiu, Zhang Yingjie, Cheng Fei.A novel prediction model for wind power based on improved long short-term memory neural network.Energy, 2023, 265: 126283.

[2]Zhou Can, Sun Bei, Yu Wentao, Yang Ye, Zhu Hongqiu, Sun Bei, Li Yonggang.A New Ion Concentration Detection Method Based on Spectral Matching and Fusion for Zinc Leaching Liquid.IEEE Transactions on Instrumentation and Measurement, 2023, 72: 1-12.

[3]Cheng Fei, Zhou Can, Zhang Taiming, Yang Chunhua, Zhu Hongqiu, Li Yonggang, Sun Tao, Zhou Can.A direct and rapid method for determination of total iron in environmental samples and hydrometallurgy using UV–Vis spectrophotometry.Microchemical Journal, 2022, 179: 107478.

[4]Zhou Can, Huang Keke, Liu Tianhao, Zhu Hongqiu, Li Fanbiao, Huang Keke, Todorov Yancho.A Multiple Light Scenes Suited Turbidity Analysis Method Based on Image Recognition and Information Fusion.IEEE Transactions on Instrumentation and Measurement, 2022, 71: 5002813.

[5]Zhu Hongqiu, Zhou Can, Du Junbo, Li Yonggang.A Review: Modeling of pH Probability Density Distribution in Zinc Hydrometallurgy Based on Gaussian Mixture Model.JOM, 2022, 74 (3) : 1237-1247.

[6]Zhu Hongqiu, Zhou Can, Huang Ziyi, Lu Biliang, Cheng Fei.Imbalance Domain Adaptation Network with Adversarial Learning for Fault Diagnosis of Rolling Bearing.Signal Image and Video Processing, 2022

[7]Chen Junming, Zhou Can, Fan Shaosheng, Yang Chunhua, Zhu Hongqiu, Li Yonggang.Stacked maximal quality-driven autoencoder: Deep feature representation for soft analyzer and its application on industrial processes.Information Sciences, 2022, 596: 280-303.

[8]朱红求, 周灿, 程菲, 胡浩南, 李勇刚.基于FFT奇异值分解的光谱信号去噪算法.光谱学与光谱分析, 2022, 42 (01) : 277-281.

[9]Zhu Hongqiu, Zhou Can, Peng Tianyu, Dai Yusi, Sun Bei.Fault detection of electrolyzer plate based on improved Mask R-CNN and infrared images.Measurement Science and Technology, 2022, 33 (8) : 085405.

[10]Zhou Can, Yu Sha, Li Mengting.Intelligent Grouping Method of Science and Technology Projects Based on Data Augmentation and SMOTE.Applied Artificial Intelligence, 2022, 36 (1) : 2145637.

[11]Zhou Can, Huang Keke, Yu Wentao, Zhu Hongqiu, Li Yonggang, Yang Chunhua, Sun Bei.A New Model Transfer Strategy Among Spectrometers Based on SVR Parameter Calibrating.IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-13.

[12]Huang Xiongbing, Zhou Can, Zhu Hongqiu, Cheng Fei, Li Yonggang.A Similarity Method of Color Frequency Histogram With Dynamic Reference Frame for Image Visual Titrations.IEEE Transactions on Instrumentation and Measurement, 2021, 70: 5015910.

[13]Cheng Fei, Zhou Can, Zhang Tai-ming, Sun Tao, Wang Yu-jie, Zhu Hong-qiu, Li Yong-gang.A simple sensitive and selective spectrophotometric method for determining iron in water samples.Microchemical Journal, 2021, 165: 106154.

[14]Zhou Can, Li Fanbiao, Liu Tianhao, Zhu Hongqiu, Li Yonggang.Nonstationary and Multi-rate Process Monitoring Using Common Trends and Multiple Probability Principal Component Analysis.Industrial & Engineering Chemistry Research, 2021, 60 (49) : 18031-18044.

[15]Li Xin, Zhou Can, Li Yonggang, Zhu Hongqiu, Wu Renchao.Short Circuit Fault Detection against High Thermal Background Using a Two-Level Scheme Based on DoG Filter.Complexity, 2021, 2021: 8824768.

[16]Li Xin, Zhou Can, Li Yonggang, Wu Renchao, Zhu Hongqiu.Short Circuit Recognition for Metal Electrorefining Using an Improved Faster R-CNN With Synthetic Infrared Images.Frontiers in Neurorobotics, 2021, 15: 751037.

[17]Zhou Can, Huang Keke, Wang Yujie, Zhu Hongqiu, Li Yonggang.Quantitative analysis of trace metal ions concentration in purified liquid of zinc smelting using UV-vis spectrometry and EVC-ILWPLS method.Chinese Journal of Analytical Chemistry, 2021, 49 (11) : 11-17.

[18]Li Fanbiao, Zhou Can, Cao Xiuying, Yang Chunhua.Event-Triggered Asynchronous Sliding Mode Control of CSTR based on Markov Model.Journal of the Franklin Institute, 2021

[19]Chen Junming, Zhou Can, Yang Chunhua, Li Yonggang, Zhu Hongqiu, Gui Weihua.Multivariate Regression Model for Industrial Process Measurement Based on Double Locally Weighted Partial Least Squares.IEEE Transactions on Instrumentation and Measurement, 2020, 69 (7) : 3962-3971.

[20]Huang Keke, Zhou Can, Wen Haofei, Yang Chunhua, Gui Weihua.Transfer Dictionary Learning Method for Cross-Domain Multimode Process Monitoring and Fault Isolation.IEEE Transactions on Instrumentation and Measurement, 2020, 69 (11) : 8713-8724.

[21]Zhou Fengbo, Zhou Can, Li Yonggang, Zhu Hongqiu, 李长庚.Signal Enhancement Algorithm for On-Line Detection of Multi-Metal Ions Based on Ultraviolet-visible Spectroscopy.IEEE Access, 2020, 8: 16000-16008.

[22]Cheng Fei, Zhou Can, Yang Chunhua, Lan Lijuan, Zhu Hongqiu, Li Yonggang.Simultaneous Determination of Metal Ions in Zinc Sulfate Solution Using UV–Vis Spectrometry and SPSE-XGBoost Method.Sensors, 2020, 20 (17) : 4936.

[23]朱红求, 周灿, 胡浩南, 郑国梁, 李勇刚.二分搜索的高质量紫外可见光谱信号重构算法.光谱学与光谱分析, 2020, 40 (06) : 1979-1983.

[24]Li Junhui, Zhou Can, Zhang Haoliang, Chen Zhuo, Chen Xinxin, Long Zhili, Liu Xiaohe, Zhu Wenhui.A Multiparameter Numerical Modeling and Simulation of the Dipping Process in Microelectronics Packaging.IEEE Transactions on Industrial Informatics, 2019, 15 (7) : 3808-3820.

[25]Zhou Can, Deng Guiling, Chen Weiqun, Bao Zhipeng.A Precision Temperature Control Approach for Piezoelectric Jet Dispenser.Optik, 2019, 183: 273-276.

[26]Zhou Can, Deng Guiling, Liu Tianhao, Zhu Hongqiu, Li Junhui.Temperature prediction approach of piezo stacks used in jet valve.Optik, 2019, 198: 163234.

[27]Deng Guiling, Zhou Can, Cui Wenjian, Li Junhui.A piezoelectric jetting dispenser with a pin joint.Optik, 2018, 175: 163-171.

[28]Deng Guiling, Zhou Can, Wang Na, Li Junhui.A Simplified Analysis Method for the Piezo Jet Dispenser with a Diamond Amplifier.Sensors, 2018, 18 (7) : 2115.

[29]Zhou Can, Deng Guiling, Giant Magnetostrictive Material Based Jetting Dispenser.OPTIK, 2015, 126 (24) : 5859-5860.

[30]Guiling, Wenjian Deng, Zhiyi Cui, Peng Feng, Can Du, Zhou.Influence of Bi-piezoelectric Micro-valve's Parameters on Jet Performance[J]. Germany.Optik, 2018, 167: 129-135.

[31]Ji-An, Junhui Duan, Guiling Li, Can Deng, Zhou.Flow Channel Influence of a Collision-Based Piezoelectric Jetting Dispenser on Jet Performance[J]. Switzerland.Sensors, 2018, 18 (4) : 1270.

[32]Guiling, Ji-An Deng, Junhui Duan, Can Li, Zhou.Direct-Acting Piezoelectric Jet Dispenser With Rhombic Mechanical Amplifier[J]. USA.IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANU, 2018, 8 (5) : 910-913.

[33]Junhui, Guiling Li, Ji-an Deng, Can Duan, Zhou.Improved thermal characteristics of a novel magnetostrictive jet dispenser using water-cooling approach[J]. England.Applied Thermal Engineering, 2017, 112: 1-6.

[34]Gui Ling, Ji An Deng, Jun Hui Duan, Can Li, Zhou.The principle and physical models of novel jetting dispenser with giant magnetostrictive and a magnifier[J]. USA.Scientific Reports, 2015, 5 (12) : 18294.

[35]Junhui, Guiling Li, Jian Deng, Can Duan, Zhou.A novel High-Speed jet dispenser driven by double piezoelectric stacks[J]. USA.IEEE Transactions on Industrial Electronics, 2017, 64 (1) : 412-419.

[36]Guiling, Ji-an Deng, Junhui Duan, Can Li, Zhou.Control and jetting characteristics of an innovative jet valve with zoom mechanism and opening electromagnetic drive[J]. USA.IEEE-ASME Transactions on Mechatronics, 2016, 21 (2) : 1185-1188.

主持承担科研项目及经费：

[1]自然科学基金委:锌电解过程关键参数协同优化方法研究及应用(62373371),开始日期:2023-08-28,立项时间:2023-08-24,结项时间:2024-12-31.

[2]科技部:工业过程在线感知与操作模式智能优化(2022YFE0125000),开始日期:2022-12-26,立项时间:2022-09-23,结项时间:2025-12-31.

[3]湖南省科技厅:有色金属生产过程智能感知方法及应用(2023JJ10081),开始日期:2023-03-20,立项时间:2023-03-20,结项时间:2025-12-31.

[4]自然科学基金委:面向工业互联网的有色冶金过程复杂要素多源特征融合表征方法与组织推理(92167105),开始日期:2021-12-19,立项时间:2021-12-01,结项时间:2024-12-31.

[5]中国科学技术部:多尺度生物信息学数据整合分析理论和应用研究(2022YFE0112200),开始日期:2022-09-01,结项时间:2024-08-31.

[6]基于多光谱成像的锌浸过程锌铁离子浓度在线检测方法研究(2021JJ30880),立项时间:2021-01-01

[7]湖南省科技厅:基于数字孪生的混凝土泵送机械数字化样机及其关键技术研发(2022GK2056),立项时间:2021-11-30

[8]国家自然科学基金委:纳升级高频压电驱动喷射阀的温度时空分布与优化研究(51705538),周灿,开始日期:2018-01-01,立项时间:2017-08-17,结项时间:2020-12-31.

[9]有色金属制造过程多金属离子浓度紫外可见光谱检测方法研究(ZZYJKT2019-14),立项时间:2019-01-01

[10]中国科学技术部:面向有色金属冶炼流程精细管控的网络协同制造关键技术与平台研发(2019YFB1704700),立项时间:2019-12-01

[11]中国博士后基金会:压电驱动高频喷射阀的热管理研究(2016M602422),周灿,立项时间:2016-10-10

科研成果（获奖、专利、版权、著作权、外观设计等）：

获奖：

[1]高纯阴极铜电解智能化关键技术与应用，中国有色金属工业科学技术一等奖，2023年，排1；

[2]面向新型信息器件封装的复杂空间曲面精密点胶关键技术及应用，湖南省技术发明二等奖，2022年，排1；

[3]铜冶炼物质流协同优化与智能监控关键技术及应用，江西省科学技术进步一等奖，2022年，排5.

专利：

[1]天车运行驱动力控制方法、装置、设备及可读存储介质. 申请日期:4381-02-01, 申请号:ZL201910875870.6, 授权号:CN110562852A.

[2]桥式起重机大车位置检测方法、装置、设备及存储介质. 申请日期:4380-05-01, 申请号:ZL201910870115.9, 授权号:CN110540136A.

[3]电解车间专用行车的快速精准定位方法. 申请日期:4378-01-01, 申请号:ZL201910801320.X, 授权号:CN110482415A.

[4]模块式压电驱动精密喷射阀. 申请日期:4356-05-01, 申请号:ZL201910285948.9, 授权号:CN109909116B.

[5]一种基于极-光谱融合的锌溶液杂质离子浓度检测方法. 申请日期:4364-08-01, 申请号:ZL201910355259.0, 授权号:CN109959628A.

[6]基于图像识别与光学透射融合的浊度检测方法. 申请日期:2020-01-16, 申请号:202010047828.8, 授权日期:2021-08-30, 授权号:CN111198186B.

[7]一种电磁驱动点胶阀,邓圭玲 周灿 杜鹏 杨志翔. 申请日期:2016-01-20, 申请号:CN201620053160.7, 授权日期:2018-06-22, 授权号:ZL201620053160.7.

[8]含柔性放大臂的电磁驱动点胶阀,邓圭玲 周灿 李辉 邓衍澄. 申请日期:2012-11-28, 申请号:CN201210495316.3, 授权日期:2015-08-19, 授权号:ZL201210495316.3.

[9]基于压电陶瓷驱动和柔性放大臂的点胶阀,邓圭玲 周灿 罗文键 文亚杰. 申请日期:2012-11-28, 申请号:CN201210495209.0, 授权日期:2015-08-19, 授权号:ZL201210495209.0.

[10]压电陶瓷驱动点胶阀,邓圭玲 周灿 吴涛 程习康. 申请日期:2016-01-20, 授权日期:2018-06-22, 授权号:ZL201620053155.6.