Intelligent pneumatic data collection control terminal

Abstract

The invention discloses an intelligent pneumatic data collection control terminal, and relates to the technical field of intelligence. The terminal is connected between a pneumatic system and a main control system, the terminal comprises: an operation processing module, an IO communication module, a protocol conversion module and a network communication module, the operation processing module is respectively connected with the IO communication module, the protocol conversion module and the network communication module, and a data processing system is installed in the operation processing module; the terminal achieves intelligent independent control of a pneumatic system in an automatic device and centralized data collection and monitoring by monitoring the data of multiple data sources such as traffic, pressure, switching signals and the like of bottom layer hardware of the pneumatic system in combination with multi-factor correlation analysis and fault prediction and diagnosis in an intelligent system, and the terminal can further provide abrasion detection of pneumatic elements and energy consumption analysis of the overall air source by means of in-depth combination of machine learning and deep learning analysis.

Description

technical field [0001] The invention relates to the field of intelligent technology, in particular to an intelligent pneumatic data acquisition control terminal. Background technique [0002] The automation equipment includes many different types of systems, and these systems cooperate with each other to realize the normal operation of the automation equipment. Among them, the pneumatic system is a relatively important system of the automation equipment. [0003] In the existing automation equipment, PLC (Programmable Logic Controller, Programmable Logic Controller) is usually used for centralized management of these systems. Taking the pneumatic system as an example, the signal acquisition and action control of various pneumatic devices in the pneumatic system and Relevant data of other systems are collectively collected in PLC for management. Due to the limited processing and analysis capabilities of PLC, when this structure is used in scenarios that require complex data ...

AI Technical Summary

Problems solved by technology

Due to the limited processing and analysis capabilities of PLC, when this structure is used in scenarios that require complex data analysis, an additional host computer system is required for data analysis, which is cumbersome.

At the same time, the structure and function of the pneumatic system in the existing automation equipment are relatively simple, and it is not suitable for precise control scenarios

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