研究领域

数据挖掘、光谱与光谱成像分析、农产品品质检测

学习与工作经历

2003/09-2007/07，合肥工业大学，测控技术与仪器，学士

2007/09-2010/06，云南大学，检测技术与自动化装置，硕士，导师：施心陵

2010/09-2014/03，浙江大学，控制科学与工程，博士，导师：宋执环

2014/08-2018/04，云南大学，信息学院电子工程系

2018/04-至今，仲恺农业工程学院，自动化学院电气系

科研情况

1 发表论文

1） Miao Aimin, Zhuang Jiajun, Tang Yu, He Yong, Chu Xuan, and Luo Shaoming[J]. Hyperspectral image-based variety classification of waxy maize seeds by the t-sne model and procrustes analysis. Sensors, 18(12), 2018.

2）Miao Aimin, Tao Fei, Li Peng, Ren Wenping, and Guo Qiwei. An improved Fisher discriminant analysis algorithm based on Procrustes analysis for adaptive fault recognition[J]. Measurement and Control, 52 (7-8) , 1063-1071, 2019.

3）Miao Aimin, Li Peng, and Ye Lingjian. Locality preserving based data regression and its application for soft sensor modeling[J]. Canadian Journal of Chemical Engineering, 94(10), 1977-1986, 2016.

4) Miao Aimin, Li Peng, and Ye Lingjian.Neighborhood preserving regression embedding based data regression and its applications on soft sensor modeling [J]. Chemometrics and Intelligent Laboratory Systems, 147: 86-94, 2015.

5）Miao, Aimin, Ge, Zhiqiang, Song, Zhihuan, & Shen, Feifan. Nonlocal structure constrained neighborhood preserving embedding model and its application for fault detection[J]. Chemometrics & Intelligent Laboratory Systems, 142, 184-196.

6）Miao Aimin, Ge Zhiqiang, Song Zhihuan. Time Neighborhood Preserving Embedding Model and Its Application for Fault Detection [J]. Industrial & Engineering Chemistry Research, 52(38):13717–13729, 2013.

7) Miao Aimin, Song Zhihuan, Ge Zhiqiang. Nonlinear fault detection based on locally linear embedding [J]. Journal of Control Theory & Applications, 011(004):615-622，2013.

8) 苗爱敏, 葛志强, 宋执环, 蒋立, & 周乐. (2014). 基于时序扩展的邻域保持嵌入算法及其在故障检测中的应用[J]. 华东理工大学学报(自然科学版), 40(2):218-224. 2014.

2 专利

1) 基于邻域保持嵌入回归算法的环网柜线芯温度软测量方法，发明专利，专利号：201610889812.5，2019.

3 申请项目情况

主持国家级项目1项，省部级项目1项，校级项目1项，横向课题1项，江南大学开放课题1项，参与2项国家级项目，