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Technical requirements of automatic inspection system for surface defect of industrial product
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Basic data
| Standard ID | GB/T 45575-2025 (GB/T45575-2025) |
| Description (Translated English) | Technical requirements of automatic inspection system for surface defect of industrial product |
| Sector / Industry | National Standard (Recommended) |
| Classification of Chinese Standard | J07 |
| Classification of International Standard | 35.240.50 |
| Word Count Estimation | 14,132 |
| Date of Issue | 2025-04-25 |
| Date of Implementation | 2025-11-01 |
| Issuing agency(ies) | State Administration for Market Regulation, China National Standardization Administration |
GB/T 45575-2025: Technical requirements of automatic inspection system for surface defect of industrial product
---This is a DRAFT version for illustration, not a final translation. Full copy of true-PDF in English version (including equations, symbols, images, flow-chart, tables, and figures etc.) will be manually/carefully translated upon your order.
ICS 35.240.50
CCSJ07
National Standard of the People's Republic of China
Technical requirements for automatic detection system of surface defects of industrial products
Released on 2025-04-25
2025-11-01 Implementation
State Administration for Market Regulation
The National Standardization Administration issued
Foreword
This document is in accordance with the provisions of GB/T 1.1-2020 "Guidelines for standardization work Part 1.Structure and drafting rules for standardization documents"
Drafting.
Please note that some of the contents of this document may involve patents. The issuing organization of this document does not assume the responsibility for identifying patents.
This document was proposed by the China Machinery Industry Federation.
This document is under the jurisdiction of the National Automation System and Integration Standardization Technical Committee (SAC/TC159).
This document was drafted by. Tsinghua University Shenzhen International Graduate School, Inspur Yunzhou Industrial Internet Co., Ltd., Fuzhou University, Hengjitong
(Guangdong) Technology Co., Ltd., Shenzhen Huahan Weiye Technology Co., Ltd., Beijing Institute of Automation of Mechanical Industry Co., Ltd., Tsinghua University,
Inner Mongolia National Dairy Technology Innovation Center Co., Ltd., Institute of Microelectronics, Chinese Academy of Sciences, Inner Mongolia Yili Industrial Group Co., Ltd.
Company, Wuhan Hengli Huazhen Technology Co., Ltd., Beijing Red Bee Robotics Co., Ltd., China Aerospace Guizhou Liyang Aviation Power Co., Ltd.
Co., Ltd., Guoqi Zhimo (Chongqing) Technology Co., Ltd., Qingdao Haizhichen Industrial Equipment Co., Ltd., Beijing Harbin Institute of Technology Huiyu Technology Co., Ltd., Guangzhou
Yihong Intelligent Equipment Co., Ltd., Shenzhen Zhongke Precision Technology Co., Ltd., Dongguan Kangshida Automation Technology Co., Ltd., Zhuhai Guanghao
Jie Technology Co., Ltd., Zhejiang Huarui Technology Co., Ltd., Hangzhou Tenli Transmission Technology Co., Ltd., Zhejiang Yiwei Precision Technology Co., Ltd.
Technology Co., Ltd., Zhejiang Shuangyuan Technology Co., Ltd., Guanjia Technology Co., Ltd., Suzhou Chenling Optics Co., Ltd., Shenzhen Zhuomao
Technology Co., Ltd.
The main drafters of this document are. Huang Biqing, Wu Hongqiang, Zheng Xianghan, Wang Haidan, Sun Yu, Yang Yang, Li Xiu, He Jian, Zhong Jiaxin, Lv Zhiyong, Liu Tao,
Zhu Peng, Yang Yujiu, Wang Xiang, Yan Ze, Wang Ying, Yin Haonan, Lu Bingyu, Li Liang, Hao Ruiyang, Hao Chaofan, Wu Shaoli, Zhai Aiting, Wei Qiqi, Nie Zilin,
Guo Dong, Huang Lin, Chen Dong, Xu Songyan, Wang Gang, Wang Huamao, Deng Junguang, Hu Runmin, Zhang Bo, Shen Hai, Shen Ying, Zhong Hongping, Xie Lianghua, Xia Yulong,
Wen Quan.
Technical requirements for automatic detection system of surface defects of industrial products
1 Scope
This document specifies the architecture and composition of the industrial product surface defect automatic detection system, system functional requirements, automatic detection core technology,
Testing process and deployment and integration technical requirements.
This document is applicable to the construction and application of automatic detection system for surface defects of industrial products based on deep neural network technology.
2 Normative references
This document has no normative references.
3 Terms and definitions
The following terms and definitions apply to this document.
3.1
Surface imperfection
Units, groups of units, or irregularities in the actual surface that are generated unintentionally or accidentally during processing, storage, or use.
[Source. GB/T 40810.1-2021, 3.12]
3.2
machine learning
The process by which a functional unit improves its performance by acquiring new knowledge or skills, or by organizing existing knowledge or skills.
[Source. GB/T 5271.31-2006, 2.31.01.02]
3.3
neuralnetwork
A network of basic processing elements connected by weighted paths with adjustable weights, which makes each element
Each unit generates a value and transmits it to other units or represents it as an output value.
[Source. GB/T 5271.34-2006, 34.01.06]
4 Abbreviations
The following abbreviations apply to this document.
CCD. Charge-coupled Device
5.Architecture and workflow of industrial product surface automatic inspection system
5.1 System Architecture
The architecture of the automatic detection system for industrial product surface defects is shown in Figure 1.
...
