Analysis of Usefulness of a Fuzzy Transform for Industrial Data Compression

European Workshop on Advanced Control and Diagnosis

Sztyber, Anna^1

Warsaw University of Technology, Faculty of Mechatronics, Institute of Automatic Control and Robotics, Boboli 8, Warsaw

02-525, Poland^1

关键词: Compression algorithms;    Fuzzy transforms;    Industrial datum;    Piecewise linear;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/570/4/042002/pdf
DOI  :  10.1088/1742-6596/570/4/042002

来源: IOP

【 摘 要 】

This paper presents the first part of an ongoing work on detailed analysis of compression algorithms and development of an algorithm for implementation in a real industrial data processing system. Fuzzy transforms give promising results in an image compression. The main aim of this paper is to test the possibility of an application of the fuzzy transforms to the industrial data compression. Test are carried out on the data from DAMADICS benchmark. Comparison is provided with a piecewise linear compression, which is nowadays the standard in the industry. The last section contains discussion of the obtained results and plans for the future work.