GB/T 42135-2022 English PDF

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GB/T 42135-2022: Intelligent manufacturing - Technical requirements for multi-modal data fusion
Status: Valid

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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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