The industrial internet platform has the following five supporting elements:
1. Data collection and basic aggregation of data from different protocols
Data acquisition mainly involves aggregating data from the entire manufacturing cycle to the cloud, and data acquisition is the foundation of the Industrial Internet; while protocol conversion mainly involves converting heterogeneous data into a data format that the Industrial Internet platform can accept.
2. Data access and multi-tenant management capabilities
The data access of the industrial internet platform is mainly achieved through big data technologies such as automatic identification and matching, forming a high-concurrency, high-throughput real-time data reception capability; while for multi-tenant management, the main focus is on ensuring that the environment and data of different tenants do not interfere with each other and that user data is secure and can be freely allocated.
3. Technologies such as service communication and service discovery in microservice architecture
Industrial Internet platform service communication mainly refers to asynchronous communication between different nodes, with synchronous and asynchronous modes as the main modes. Service discovery mainly identifies the dynamic generation and changing location of services in the network, primarily through two methods: discovery via the client and discovery via the server.
4. Development technology and development environment support for algorithm and mechanism models
The development of algorithms and mechanism models mainly refers to the key algorithms for realizing industrial internet platform technology. This includes using various technologies such as statistical analysis, machine learning, and mechanism modeling, combined with the experience and knowledge of experts in the relevant fields, to conduct in-depth analysis and mining of massive amounts of industrial data for specific industrial application scenarios. It provides callable feature processes, analysis and modeling toolkits, which can quickly establish reusable and solidified intelligent application models.
5. Safety Elements
The security elements of an industrial internet platform mainly include data access security, including data storage security and transmission security, to prevent data theft and loss during transmission; platform security itself, which involves ensuring the security of the platform's code, applications, data, website, etc., and establishing a sound platform security defense system and emergency plans for unexpected situations; and access security, which is from the user's perspective, provides a secure and effective identity authentication mechanism to protect user account security and prevent unauthorized access and leakage of user data.
