Industrial high-resolution data rapid cluster storage search system and method

Abstract

The invention discloses an industrial high-resolution data rapid cluster storage search system and method. The system comprises a product ID writing tracking system, a high-speed data acquisition system, a product data collection module, a data classification module and a cluster storage system, and the high-speed data acquisition operation module correspondingly acquires production data of process production equipment and stores the production data and a product ID as a process data packet; the product data collection module performs classification according to the product IDs and stores andcombines the process data packets of the same product ID into a product data packet of the same product ID in sequence according to the process time and length, concentration or voltage and the like;and the data classification module respectively stores the product data packets into a data file server of the cluster storage system. According to the method, industrial high-score data is stored andoperated according to rules, multiple processes occupy data link resources independently for searching, the single-process search query task load, task difficulty and execution time are greatly reduced, and conventional and big data analysis results can be obtained quickly.

Description

technical field [0001] The invention relates to the field of industrial data storage and search query, in particular to a fast cluster storage and search system and method for industrial high-scoring data. Background technique [0002] In the process of high-precision CNC assembly line processing, the products are processed according to the production assembly line. The production assembly line often requires a combination of multiple production processes. Each production process position corresponds to a high-precision CNC machine tool or other precision machining equipment. (collectively referred to as process production equipment), in the production of high-precision products, it is necessary to store the production data of each process production equipment, so as to use various conventional and big data analysis methods to find suitable ways to improve production or find out the impact on product quality later. the elements of. The production data of high-precision prod...

AI Technical Summary

Problems solved by technology

At present, it is generally stored in various databases and queried using SQL statements. Due to the huge amount of data, the query time is often hours, which is very time-consuming and laborious.

Images