학술논문
Research on Compression Method of Cement Production Time Series Data Based on Feature Preservation
Document Type
Conference
Author
Source
2019 IEEE 3rd Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), 2019 IEEE 3rd. :1719-1722 Oct, 2019
Subject
Language
Abstract
Under the background of industrial big data era, a large amount of production time series data has been produced in cement enterprises. Mining the law and value behind time series data can grasp and predict the development law and direction of things, which is of great significance for enterprise managers to make correct and scientific decisions. Based on the analysis of the characteristics of production timing data, this paper presents a method of timeseries data compression for cement enterprises based on the problems existing in the application scenarios such as historical trend drawing. By adopting the compression method, the compression ratio of the production time sequence data can be effectively improved, and the compression method plays an indispensable role in trend display and contrast analysis.