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| GB/T 42135-2022 | English | 199 |
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Intelligent manufacturing - Technical requirements for multi-modal data fusion
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GB/T 42135-2022
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Basic data | Standard ID | GB/T 42135-2022 (GB/T42135-2022) | | Description (Translated English) | Intelligent manufacturing - Technical requirements for multi-modal data fusion | | Sector / Industry | National Standard (Recommended) | | Classification of Chinese Standard | L67 | | Classification of International Standard | 35.240.50 | | Word Count Estimation | 10,117 | | Date of Issue | 2022-12-30 | | Date of Implementation | 2023-07-01 | | Issuing agency(ies) | State Administration for Market Regulation, China National Standardization Administration |
GB/T 42135-2022: Intelligent manufacturing - Technical requirements for multi-modal data fusion---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
CCSL67
National Standards of People's Republic of China
Technical requirements for multi-modal data fusion in intelligent manufacturing
Posted on 2022-12-30
2023-07-01 implementation
State Administration for Market Regulation
Released by the National Standardization Management Committee
table of contents
Preface III
1 Scope 1
2 Normative references 1
3 Terms and Definitions 1
4 Abbreviations 1
5 Metadata Description Requirements 1
5.1 Data Model Metadata 1
5.2 Data Semantic Metadata 1
5.3 Data space-time context metadata 2
6 Data Fusion Content Requirements 2
6.1 Fusion based on data model 2
6.2 Fusion based on BOM structure 2
6.3 Convergence Based on Product Life Cycle 2
6.4 Fusion based on production process elements 2
6.5 Fusion based on production process relationship 2
6.6 Extended Fusion Content 2
7 Functional requirements 2
7.1 Data read and write 2
7.2 Data preprocessing 3
7.3 Semantic Extraction 3
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 contents of this document may refer to patents. The issuing agency of this document assumes no responsibility for identifying patents.
This document is proposed and managed by the Ministry of Industry and Information Technology of the People's Republic of China.
This document is drafted by. Tsinghua University, China Institute of Electronic Technology Standardization, Lenovo (Beijing) Co., Ltd., Chengdu Aircraft Industry (Group)
Group) Co., Ltd., Hunan China Tobacco Industry Co., Ltd., Chinalco Intelligent Technology Development Co., Ltd., CRRC Qingdao Sifang Vehicle Research Institute
Co., Ltd., Petrochemical Yingke Information Technology Co., Ltd., Sinomach Industrial Internet Research Institute (Henan) Co., Ltd., Metallurgical Automation Research
Design Institute, Xinjiang Goldwind Technology Co., Ltd., Tsinghua Sichuan Energy Internet Research Institute, Beijing University of Technology, Central South University, Beijing Post and Telecommunications
University, Xidian University, Jiangsu Saixi Technology Development Co., Ltd., Shenzhen Saixi Information Technology Co., Ltd., MCC Saidi Engineering Technology
Co., Ltd., Inspur Software Technology Co., Ltd., Merrill Lynch Data Technology Co., Ltd., Transwarp Information Technology (Shanghai) Co., Ltd.
company.
The main drafters of this document. Wang Chen, Wang Jianmin, Yu Chentao, Wei Fenglin, Zhang Qun, Yin Zhuo, Tang Yuanyuan, Han Honggui, Xu Zhe, Zhang Shuangwu,
Ouyang Senshan, Meng Xianyu, Sun Guobin, Yu Shaofei, Li Ying, Yang Huihua, Shen Yulong, Yang Zhen, Zhang Xingxing, Deng Qiao, Xiao Xuewen, Li Qiang, Jiang Baihua,
Ren Gangmin, Cao Youlin, Zhu Kaizhen, Zhang Yungui, Li Furong, Song Liang, Huang Keke, Wang Gongming, Yang Hongshan.
Technical requirements for multi-modal data fusion in intelligent manufacturing
1 Scope
This document specifies the metadata description requirements, data fusion content requirements and
feature request.
This document is applicable to the research, development, testing and application of multimodal data fusion system products for the field of intelligent manufacturing.
2 Normative references
This document has no normative references.
3 Terms and Definitions
The following terms and definitions apply to this document.
3.1
multimodal data multi-modaldata
Various forms of data.
Note. Contains structured data (such as business system data, etc.), semi-structured data (such as XML files, JSON files, etc.) and unstructured data (such as
text, voice and image video, etc.).
3.2
data fusion datafusion
Summarize the multi-dimensional data of the same object to form a comprehensive cognition of the object.
4 Abbreviations
The following abbreviations apply to this document.
BOM. Bill of Materials (bilofmaterial)
5 Metadata Description Requirements
5.1 Data Model Metadata
The system shall support the processing of data model metadata information, including.
a) Data source description information;
b) data type information;
c) data logical organization structure information;
d) data structure dependencies and associated information;
e) Data constraint information.
5.2 Data Semantic Metadata
The system should support the processing of metadata information at the semantic level expressed by the data.
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