周燦

[1] 工業過程智能感知

[2] 模式識別與機器學習

[3] 多源異數據表徵與融合

[4] 智能製造 ^[1] 

[1]國家重點研發計劃政府間國際科技創新合作項目:工業過程在線感知與操作模式智能優化(2022YFE0125000)

[2]國家自然科學基金重大研究計劃培育類項目:面向工業互聯網的有色冶金過程複雜要素多源特徵融合表徵方法與組織推理(92167105)

[3]國家自然科學麪上項目:鋅電解過程關鍵參數協同優化方法研究及應用(62373371)

[4]湖南省傑出青年基金：有色金屬生產過程智能感知方法及應用(2023JJ10081)

[5]國家自然科學基金委:納升級高頻壓電驅動噴射閥的温度時空分佈與優化研究(51705538)

[6]國家重點研發計劃政府間國際科技創新合作項目任務:多尺度生物信息學數據整合分析理論和應用研(2022YFE0112200)

[7]國家重點研發計劃子課題:面向有色金屬冶煉流程精細管控的網絡協同製造關鍵技術與平台研發(2019YFB1704700)

[8]湖南省重點研發計劃課題:基於數字孿生的混凝土泵送機械數字化樣機及其關鍵技術研發(2022GK2056)

[9]湖南省自然科學基金：基於多光譜成像的鋅浸過程鋅鐵離子濃度在線檢測方法研究(2021JJ30880) ^[2] 

1. Wang J, ZhuH, Zhang Y, Cheng F, Zhou C. A novel prediction model for wind powerbased on improved long short-term memory neural network. ENERGY 2023, 265:126283.

2. Zhou C, Yu W, Yang Y,Zhu H, Sun B, Li Y. A New Ion Concentration Detection Method Based on SpectralMatching and Fusion for Zinc Leaching Liquid. IEEE T INSTRUM MEAS 2023, 72:1-12.

3. Cheng F, Zhang T, Yang C, ZhuH, Li Y, Sun T, Zhou C. A direct and rapid method for determination oftotal iron in environmental samples and hydrometallurgy using UV–Vis spectrophotometry.MICROCHEM J 2022, 179: 107478.

4. Zhou C, Liu T, Zhu H, LiF, Huang K, Sun B, Todorov Y. A Multiple Light Scenes Suited Turbidity AnalysisMethod Based on Image Recognition and Information Fusion. IEEE T INSTRUM MEAS2022, 71: 5002813.

5. Zhu H, Du J, Zhou C, LiY. A Review: Modeling of pH Probability Density Distribution in ZincHydrometallurgy Based on Gaussian Mixture Model. JOM-US 2022, 74(3):1237-1247.

6. Zhu H, Huang Z, Lu B, Cheng F, ZhouC. Imbalance Domain Adaptation Network with Adversarial Learning for FaultDiagnosis of Rolling Bearing. Signal, Image and Video Processing 2022.

7. Chen J, Fan S, Yang C, ZhouC, Zhu H, Li Y. Stacked maximal quality-driven autoencoder: Deep featurerepresentation for soft analyzer and its application on industrial processes.INFORM SCIENCES 2022, 596: 280-303.

8. 硃紅求, 程菲, 胡浩南, 周燦, 李勇剛. 基於FFT奇異值分解的光譜信號去噪算法. 光譜學與光譜分析 2022, 42(01):277-281.

9. Zhu H, Peng T, Dai Y, Zhou C,Sun B. Fault detection of electrolyzer plate based on improved Mask R-CNN andinfrared images. MEAS SCI TECHNOL 2022, 33(8): 85405.

10. Zhou C,Li M, Yu S. Intelligent Grouping Method of Science and Technology ProjectsBased on Data Augmentation and SMOTE. APPL ARTIF INTELL 2022, 36(1):2145637.

11. Zhou C,Yu W, Huang K, Zhu H, Li Y, Yang C, Sun B. A New Model Transfer Strategy AmongSpectrometers Based on SVR Parameter Calibrating. IEEE T INSTRUM MEAS 2021, 70:1-13.

12. Huang X, Zhu H,Zhou C, Cheng F, Li Y. A Similarity Method of Color Frequency HistogramWith Dynamic Reference Frame for Image Visual Titrations. IEEE T INSTRUM MEAS2021, 70: 5015910.

13. Cheng F, ZhangT, Sun T, Wang Y, Zhou C, Zhu H, Li Y. A simple, sensitive and selectivespectrophotometric method for determining iron in water samples. MICROCHEM J2021, 165: 106154.

14. Zhou C,Liu T, Zhu H, Li Y, Li F. Nonstationary and Multi-rate Process Monitoring UsingCommon Trends and Multiple Probability Principal Component Analysis. IND ENGCHEM RES 2021, 60(49): 18031-18044.

15. Li X, Li Y, ZhuH, Wu R, Zhou C. Short Circuit Fault Detection against High ThermalBackground Using a Two-Level Scheme Based on DoG Filter. COMPLEXITY 2021, 2021:8824768.

16. Li X, Li Y, WuR, Zhou C, Zhu H. Short Circuit Recognition for Metal ElectrorefiningUsing an Improved Faster R-CNN With Synthetic Infrared Images. FRONTNEUROROBOTICS 2021, 15: 751037.

17. Zhou C,Wang Y, Huang K, Zhu H, Li Y. Quantitative analysis of trace metal ionsconcentration in purified liquid of zinc smelting using UV-vis spectrometry andEVC-ILWPLS method. CHINESE J ANAL CHEM 2021, 49(11): 11-17.

18. Li F, Cao X, ZhouC, Yang C. Event-Triggered Asynchronous Sliding Mode Control of CSTR basedon Markov Model. Journal of the Franklin Institute 2021.

19. Chen J, Yang C,Zhou C, Li Y, Zhu H, Gui W. Multivariate Regression Model for IndustrialProcess Measurement Based on Double Locally Weighted Partial Least Squares.IEEE T INSTRUM MEAS 2020, 69(7): 3962-3971.

20. Huang K, Wen H,Zhou C, Yang C, Gui W. Transfer Dictionary Learning Method forCross-Domain Multimode Process Monitoring and Fault Isolation. IEEE T INSTRUMMEAS 2020, 69(11): 8713-8724.

21. Zhou F, Li Y,Zhu H, Zhou C, Li C. Signal Enhancement Algorithm for On-Line Detectionof Multi-Metal Ions Based on Ultraviolet-visible Spectroscopy. IEEE ACCESS2020, 8: 16000-16008.

22. Cheng F, YangC, Zhou C, Lan L, Zhu H, Li Y. Simultaneous Determination of Metal Ionsin Zinc Sulfate Solution Using UV–Vis Spectrometry andSPSE-XGBoost Method. SENSORS-BASEL 2020, 20(17): 4936.

23. 硃紅求, 胡浩南, 鄭國樑, 周燦, 李勇剛. 二分搜索的高質量紫外可見光譜信號重構算法. 光譜學與光譜分析 2020, 40(06):1979-1983.

24. Li J, Zhang H, ZhouC, Chen Z, Chen X, Long Z, Liu X, Zhu W. A Multiparameter NumericalModeling and Simulation of the Dipping Process in Microelectronics Packaging.IEEE T IND INFORM 2019, 15(7): 3808-3820.

25. Zhou C,Chen W, Bao Z, Deng G. A Precision Temperature Control Approach forPiezoelectric Jet Dispenser. OPTIK 2019, 183: 273-276.

26. Zhou C,Liu T, Zhu H, Deng G, Li J. Temperature prediction approach of piezo stacksused in jet valve. OPTIK 2019, 198: 163234.

27. Deng G, Cui W, ZhouC, Li J. A piezoelectric jetting dispenser with a pin joint. OPTIK 2018, 175:163-171.

28. Deng G, Wang N,Zhou C, Li J. A Simplified Analysis Method for the Piezo Jet Dispenserwith a Diamond Amplifier. SENSORS-BASEL 2018, 18(7): 2115.

29. Zhou C,Li J, Duan J, Deng G. Direct-Acting Piezoelectric Jet Dispenser With RhombicMechanical Amplifier. IEEE T COMP PACK MAN 2018, 8(5): 910-913.

30. Zhou C,Deng G, Li J, Duan J. Flow Channel Influence of a Collision-Based PiezoelectricJetting Dispenser on Jet Performance. SENSORS-BASEL 2018, 18(4):1270.

31. Zhou C,Du P, Feng Z, Cui W, Deng G. Influence of Bi-piezoelectric Micro-valve'sParameters on Jet Performance. OPTIK 2018, 167: 129-135.

32. Zhou C,Duan J, Deng G, Li J. A Novel High-Speed Jet Dispenser Driven by DoublePiezoelectric Stacks. IEEE T IND ELECTRON 2017, 64(1): 412-419.

33. Zhou C,Duan J, Deng G, Li J. Improved thermal characteristics of a novelmagnetostrictive jet dispenser using water-cooling approach. APPL THERM ENG2017, 112: 1-6.

34. Zhou C,Li J, Duan J, Deng G. Control and jetting characteristics of an innovative jetvalve with zoom mechanism and opening electromagnetic drive. IEEE-ASME T MECH2016, 21(2): 1185-1188.

35. Zhou C,Deng G. Giant Magnetostrictive Material Based Jetting Dispenser. OPTIK 2015, 126(24):5859-5860.

36. Zhou C,Li JH, Duan JA, Deng GL. The principle and physical models of novel jettingdispenser with giant magnetostrictive and a magnifier. SCI REP-UK 2015, 5(12):18294. ^[3] 

[1]天車運行驅動力控制方法、裝置、設備及可讀存儲介質. 申請日期:4381-02-01, 申請號:ZL201910875870.6, 授權號:CN110562852A.

[2]橋式起重機大車位置檢測方法、裝置、設備及存儲介質. 申請日期:4380-05-01, 申請號:ZL201910870115.9, 授權號:CN110540136A.

[3]電解車間專用行車的快速精準定位方法. 申請日期:4378-01-01, 申請號:ZL201910801320.X, 授權號:CN110482415A.

[4]模塊式壓電驅動精密噴射閥. 申請日期:4356-05-01, 申請號:ZL201910285948.9, 授權號:CN109909116B.

[5]基於圖像識別與光學透射融合的濁度檢測方法. 申請日期:2020-01-16, 申請號:202010047828.8, 授權日期:2021-08-30, 授權號:CN111198186B.

[6]一種電磁驅動點膠閥,鄧圭玲 周燦 杜鵬 楊志翔. 申請日期:2016-01-20, 申請號:CN201620053160.7, 授權日期:2018-06-22, 授權號:ZL201620053160.7.

[7]含柔性放大臂的電磁驅動點膠閥,鄧圭玲 周燦 李輝 鄧衍澄. 申請日期:2012-11-28, 申請號:CN201210495316.3, 授權日期:2015-08-19, 授權號:ZL201210495316.3.

[8]基於壓電陶瓷驅動和柔性放大臂的點膠閥,鄧圭玲 周燦 羅文鍵 文亞傑. 申請日期:2012-11-28, 申請號:CN201210495209.0, 授權日期:2015-08-19, 授權號:ZL201210495209.0.

[9]壓電陶瓷驅動點膠閥,鄧圭玲 周燦 吳濤 程習康. 申請日期:2016-01-20, 授權日期:2018-06-22, 授權號:ZL201620053155.6. ^[4]