Application of Fractal Dimension in Industry Practice
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24210%2F17%3A00004661" target="_blank" >RIV/46747885:24210/17:00004661 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.5772/intechopen.68276" target="_blank" >http://dx.doi.org/10.5772/intechopen.68276</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5772/intechopen.68276" target="_blank" >10.5772/intechopen.68276</a>
Alternative languages
Result language
angličtina
Original language name
Application of Fractal Dimension in Industry Practice
Original language description
Today, industrial production lines commonly use off-line and automatic on-line quality monitoring and control. Monitoring and control units analyse data from a production process, and analysis should be able to obtain reliable information that correspond with the character of the data obtained. The character of the data set obtained from production processes or from products can be highly structured in all industrial areas. Structured surface, complex time series (topologically one dimensional signals), difficulty to describe dividing curves are much more common than it can be expected. For this kind of data set, a powerful tool for analysis of complexity —fractal geometry (especially a fractal dimension) should be used. The fractal dimension with a combination of statistical tools is an interesting and powerful tool for complex data quantification, for tracing the source of poor quality, production optimization and investigating the source of instability of production process subsystems in industrial applications. The methodology for evaluation of complex and irregular data was developed and applied in industrial practice. This methodology searches appropriated parameters for a complex evaluation of data. Only the chosen parameters are used for a complete analysis of the data in order to reduce processing time.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
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OECD FORD branch
10102 - Applied mathematics
Result continuities
Project
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Continuities
O - Projekt operacniho programu
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Fractal Analysis - Applications in Physics, Engineering and Technology
ISBN
978-953-51-3192-2
Number of pages of the result
35
Pages from-to
138-172
Number of pages of the book
283
Publisher name
InTech
Place of publication
Rijeka
UT code for WoS chapter
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