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Master advisors


Name: Qibing ZHU

Title: Professor, Ph.D.

Department: Department of Information Technology

Business Address: C507, School of IoT Engineering, Lihu Ave. 1800, Wuxi, Jiangsu 214122, P.R.China

Work Phone: 86-510-85910635

E-mail: zhuqib@163.com

Major for Postgraduate Application:   Control Science and Engineering,

Electronic Communication Engineering

Education background

Apr. 2006  Ph.D. in  Mechatronics Engineering,

Northeastern University, Shenyang, China;

Apr. 1999 Master of Mechanical Manufacture and Automation,

Liaoning Technical University, Fuxin, China;

July 1996  Bachelor of Mechanics,

Liaoning Technical University, Fuxin, China

Areas of Research Interests/ Research Projects

Application IoT in agriculture;

Advanced optical detecting technology for quality evaluation of agricultural products;

Data analysis and machine learning.

National Natural Science Foundation of China: Research on fruit detection and localization in natural scene based on RGB-D camera (PI, 2018-2021);

National Natural Science Foundation of China: Research on the measurement of optical property parameters in fruits using hyperspectral scattering images and its application (PI, 2012-2016);

Academic Achievement

1. Wang Zhenyu, Tian Cuixia, Zhu Qibing*, Huang Min. Hourly solar radiation forecasting using a Volterra-Least squares support vector machine model combined with signal decomposition. Energies, 2018, 11, 1: doi:10.3390/en11010068. (SCI: 000424397600068)

2. Zhu Qibing*, Xing Yongchun, Lu Renfu, Huang Min, Perry KW Ng. Visible/shortwave near infrared spectroscopy and hyperspectral scattering for determining bulk density and particle size of wheat flour. Journal of Near Infrared Spectroscopy, 2017, 25(2): 116-126. (SCI: 000399820900004)

3. Yang Sai, Zhu Qibing*, Huang Min, Qin Jianwei. Hyperspectral Image-Based variety discrimination of maize seeds by using a multi-model strategy coupled with unsupervised joint skewness-based wavelength selection algorithm. Food Analytical Methods, 2017, 10(2): 424-433. (SCI: 000392379600016)

4. Yang Sai, Zhu Qibing*, Huang Min. Application of joint skewness algorithm to select optimal wavelengths of hyperspectral image for maize seed classification. Spectroscopy and Spectral Analysis, 2017, 37(3): 990-996.(SCI: 000397352600057)

5. Zheng Yang, Zhu Qibing*, Huang Min, Guo Ya, Qin Jianwei. Maize and weed classification using color indices with support vector data description in outdoor fields. Computers and Electronics in Agriculture, 2017, 141: 215-222. (SCI: 000411544900021)

6. Guo Dongsheng, Zhu Qibing*, Huang Min, Guo Ya, Qin Jianwei. Model updating for the classification of different varieties of maize seeds from different years by hyperspectral imaging coupled with a pre-labeling method. Computers and Electronics in Agriculture, 2017, 142: 1-8. (SCI: 000415392400001)

7. Yao Jian, Guan Jiyu, Zhu Qibing*. Predicting bruise susceptibility in apples using Vis/SWNIR technique combined with ensemble learning. International Journal of Agricultural and Biological Engineering, 2017, 10(5): 144-153. (SCI: 000412990100014)

8. Wang Zhenyu, Zhu Qibing*, Huang Min, Yang Bao. Optimization of economic/ environmental operation management for microgrids by using hybrid fireworks algorithm. International Transactions on Electrical Energy Systems, 2017, 27(12): e2429. (SCI:  000418410000007)

9. Zhu Qibing*, Guan Jiyu, Huang Min, Lu Renfu, Mendoza Fernando. Predicting bruise susceptibility of 'Golden Delicious' apples using hyperspectral scattering technique. Postharvest Biology and Technology, 2016, 114, 86-94. (SCI: 000370307100011)

10. He Chujie, Zhu Qibing*, Huang Min, Mendoza Fernando. Model updating of hyperspectral imaging data for variety discrimination of maize seeds harvested in different years by clustering algorithm. Transactions of the ASABE, 2016, 59(6): 1529-1537 (SCI:  000392932500006)

11. Zhu Qibing*, He Chunliu, Lu Renfu, Mendoza Fernando, Cen Haiyan. Ripeness evaluation of ‘Sun Bright’ tomato using optical absorption and scattering properties. Postharvest Biology and Technology, 2015, 103: 27-34. (SCI: 000353088500004)

12. Zhu Qibing*, Huang Min, Lu Renfu, Mendoza Fernando. Analysis of Hyperspectral Scattering Images Using a Moment Method for Apple Firmness Prediction. Transactions of the ASABE, 2014, 57(1): 75-83.( SCI:  000333774700008)

13. Zhu Qibing*, Huang Min, Zhao Xin, Wang Shuang. Wavelength Selection of Hyperspectral Scattering Image Using New Semi-supervised Affinity Propagation for Prediction of Firmness and Soluble Solid Content in Apples. Food Analytical Methods, 2013, 6(1):334-342. (SCI: 000313208800040)

14. Zhao Xin, Zhu Qibing*, Huang Min, Cen Haiyan. An IGA-PLSP method for FT-NIR wavelength selection for measuring soluble solid content of citrus fruits. Analytical Methods, 2013, 5(18): 4811-4817. (SCI: 000323518200039)

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