Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot

Softcover Nachdruck of the original 1. Auflage 2017
ISBN: 978-3-319-83166-4
Verlag: Springer International Publishing

Buch, Englisch, 279 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 482 g

Reihe: Springer Theses

This thesis introduces a successfully designed and commissioned intelligent health monitoring system, specifically for use on any industrial robot, which is able to predict the onset of faults in the joints of the geared transmissions. However the developed embedded wireless condition monitoring system leads itself very well for applications on any power transmission equipment in which the loads and speeds are not constant, and access is restricted. As such this provides significant scope for future development.

Three significant achievements are presented in this thesis. First, the development of a condition monitoring algorithm based on vibration analysis of an industrial robot for fault detection and diagnosis. The combined use of a statistical control chart with time-domain signal analysis for detecting a fault via an arm-mounted wireless processor system represents the first stage of fault detection. Second, the design and development of a sophisticated embeddedmicroprocessor base station for online implementation of the intelligent condition monitoring algorithm, and third, the implementation of a discrete wavelet transform, using an artificial neural network, with statistical feature extraction for robot fault diagnosis in which the vibration signals are first decomposed into eight levels of wavelet coefficients.

Zielgruppe

Research

Autoren/Hrsg.

Jaber, Alaa Abdulhady

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Mathematik | Informatik EDV | Informatik Technische Informatik Eingebettete Systeme
• Technische Wissenschaften Technik Allgemein Mess- und Automatisierungstechnik

Inhaltsverzeichnis

Chapter 1 Introduction.- Chapter 2 Literature Review.- Chapter 3 Signal Processing Techniques for Condition Monitoring.- Chapter 4 Puma 560 Robot and its Dynamic Characteristics.- Chapter 5 Robot Hardware, Transmission Faults and Data Acquisition.- Chapter 6 Robot Vibration Analysis and Feature Extraction.- Chapter 7 Intelligent Condition Monitoring System Design.- Chapter 8 Embedded System Design.- Chapter 9 Embedded Software Design, System Testing and Validation.- Chapter 10 Conclusions and Future Work.- References.- Appendices.

Über Autor(innen)

Dr Alaa Abdulhady Jaber has published seven international, peer-reviewed journal papers, with further three submitted and under review, with three more in preparation. Also, six papers have been published at different international conferences. As a result of these achievements, he has received a number of awards and Certificates of Merits from: the Iraqi Ministry of Higher Education and Scientific Research, the School of Mechanical and Systems engineering/ Newcastle University and the Iraqi Cultural Attaché in London.