T/ZAITS 10101-2022 Industrial Internet platform general requirements for data management
T/ZAITS 10101-2022 Industrial Internet platform general requirements for data management
Basic Information
Scope
Scope: This document specifies the general requirements for data collection, data storage, data processing, and data analysis in industrial Internet platforms. This document is applicable to the construction parties of industrial Internet platforms as a functional testing framework for data services in industrial Internet platforms, and also applicable to factory enterprises that use industrial Internet platforms for digital transformation as a basis for evaluating the services provided by industrial Internet platform providers. Main technical content: Foreword 1 Scope 2 Normative reference documents 3 Terms and definitions 4 Abbreviations 5 Data management reference architecture 6 General requirements for data collection 6.1 Overview 6.2 Protocol adaptation 6.3 Format conversion 6.4 Data cleaning 6.5 Data integration 7 Data storage requirements 7.1 Overview 7.2 Elastic expansion 7.3 Storage types 7.4 Hierarchical storage 7.5 Data migration 7.6 Data backup 7.7 Data recovery 7.8 Deleting stored data 7.9 Storage strategy 8 General requirements for data processing 8.1 Overview 8.2 Data preprocessing 8.3 Data extraction 8.4 Data filtering 8.5 Data sharing 9 General requirements for data analysis 9.1 Overview 9.2 Information retrieval 9.3 Real-time data calculation 9.4 Batch data calculation 9.5 Knowledge-driven model function 9.6 Data-driven model function