Pattern recognition of control charts based on data feature enhancement and ensemble learning of classifiers for dimensional accuracy of products

Author:

Chu Hongyan12,Dong Yuefeng12,Cheng Qiang12,Yan Jun12ORCID,Zhao Yongsheng12,Cao Jianqiang12,Zhang Caixia12,Chen Xuehan3

Affiliation:

1. Institute of Advanced Manufacturing and Intelligent Technology, Beijing University of Technology, Beijing, People’s Republic of China

2. Beijing Key Laboratory of Advanced Manufacturing Technology, Beijing University of Technology, Beijing, People’s Republic of China

3. Jiangxi Tianyue Auto Electric Co, Jiangxi, People’s Republic of China

Funder

Beijing Municipal Science and Technology

China Postdoctoral Science Foundation

Publisher

Informa UK Limited

Reference42 articles.

1. A mixed control chart to monitor the process

2. Azamfirei, V., Y. Lagrosen, and A. Granlund. 2021. “Harmonising Design and Manufacturing: A Quality Inspection Perspective.” In 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), September, 1–7. Vasteras: IEEE.

3. Application of automation for in-line quality inspection, a zero-defect manufacturing approach

4. An expert system for control chart pattern recognition

5. Recognition of control chart patterns using a neural network-based pattern recognizer with features extracted from correlation analysis

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