Reliability and Availability of Quality Control Based on Wavelet Computer Vision

2015
ISBN: 978-3-319-13316-4
Verlag: Springer International Publishing

Buch, Englisch, 68 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1299 g

Reihe: SpringerBriefs in Electrical and Computer Engineering

This short book presents a framework for assessing the reliability and availability of visual quality control systems, placing particular emphasis on wavelet-based analysis. It presents experimental results pertaining to the sensitivity of visual quality control to noise, as an example of dependencies. The influencing parameters are analyzed and included in the reliability model. These parameters are divided between the software and the hardware group, with one condition representing a combination of software and hardware, and another representing a combination of hardware and environmental conditions. In closing, the book suggests potential alternative approaches and examines system availability and reliability models, as well as calculations of their solutions.

Zielgruppe

Research

Autoren/Hrsg.

Vujovi¿, Igor

Kuzmanic, Ivica

Vujovic, Igor

Fachgebiete

• Technische Wissenschaften Technik Allgemein Technische Zuverlässigkeit, Sicherheitstechnik
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Zuverlässigkeitstechnik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Industrielle Qualitätskontrolle

Inhaltsverzeichnis

Introduction.- Mathematical background.- A model of quality control computer vision system.- Parameters influencing reliability and availability of the system.- Analyzing and modelling reliability and availability of the quality control system.- Conclusions.