neural networks for instrumentation, measurement and related industrial applications

[...]... Siegel Instrumentation and measurement systems for robotics: issues, problems, and techniques Neural network techniques for instrumentation, measurement systems, and robotic applications: theory, design, and practical issues Case studies: neural networks for instrumentation and measurement systems in robotic applications in research and industry Neural Networks for Measurement and Instrumentation in... networks to the medical field Index Author Index 291 291 291 299 312 323 329 Neural Networks for Instrumentation, Measurement and Related Industrial Applications S Ablameyko et al (Eds.) IOS Press, 2003 Chapter 1 Introduction to Neural Networks for Instrumentation, Measurement, and Industrial Applications Vincenzo PIURI Department of Information Technologies, University of Milan via Bramante 65, 26013 Crema,... to the Expression of Uncertainty in Measurement, 1993 This page intentionally left blank Neural Networks for Instrumentation, Measurement and Related Industrial Applications S Ablameyko et al (Eds.) IOS Press, 2003 19 Chapter 3 Neural Networks in Intelligent Sensors and Measurement Systems for Industrial Applications Stefano FERRARI, Vincenzo PIURI Department of Information Technologies, University... computing methodologies for intelligent measurement systems Industrial applications of soft sensors and neural measurement systems Neural Networks for Measurement and Instrumentation in Virtual Environments, Emil M Petriu Introduction Modeling natural objects, processes, and behaviors for real-time virtual environment applications Hardware NN architectures for real-time modeling applications Case study:... be considered in order to enhance and expand the benefits provided by higher training in the topics of this book NIMIA'2001 was the starting point that allowed for coordinating, homogenizing, and consolidating educational efforts on neural technologies for V Piuri and S Ablameyko / Introduction to Neural Networks 1 instrumentation, measurement, and related industrial applications This book, conference... Cesare Alippi and Anthony Blom Introduction Equipment and instrumentation in industrial laser processing Principal laser-based applications A composite system design in laser material processing applications Applications Neural Networks for Measurements and Instrumentation in Electrical Applications, Salvatore Baglio Instrumentation and measurement systems in electrical, dielectrical, and power applications. .. systems, for identification in instrumentation and measurement, for instrumentation and measurement dedicated to system and plant control, and for signal and image processing in instrumentation and measurement The underlying and unifying wire of the presentation is the interdisciplinary and comprehensive point of view of the metrological perspective Besides, it focus on the use, the benefits, and the... metrology and in the industrial applications, for mutual sharing of in-deepth interdisciplinary knowledge and to support further advancements both of the neural disciplines and the industrial application opportunities 1.4 The book topics From the NIMIA'2001 experience, this book tackles some of the most relevant areas in the use of neural networks for advanced instrumentation, measurement procedures and related. .. entertainment, and remote medical diagnosis and surgery Adaptivity and generalization ability of neural networks allow for introducing advanced features in these environments and to cope with non-linear aspects, dynamic variations of the operating conditions, and 6 V Piuri and S Ablameyko / Introduction to Neural Networks evolving environments The use of neural networks and their benefits are analyzed and evaluated.. .Neural Networks for Machine Condition Monitoring and Fault Diagnosis, Robert X Gao 1 2 3 4 5 9 9.1 9.2 9.3 10 10.1 10.2 10.3 10.4 10.5 11 11.1 11.2 11.3 12 12.1 12.2 12.3 12.4 12.5 Need for machine condition monitoring Condition monitoring of rolling bearings Neural networks in manufacturing Neural networks for bearing fault diagnosis Conclusions Neural Networks for Measurement and Instrumentation . 329 Neural Networks for Instrumentation, Measurement and Related Industrial Applications S. Ablameyko et al. (Eds.) IOS Press, 2003 Chapter 1 Introduction to Neural Networks for Instrumentation,. concerning the neural networks for sensors and measurement systems, for identification in instrumentation and measurement, for instrumentation and measurement dedicated to system and plant. methodologies for intelligent measurement systems 257 11.3 Industrial applications of soft sensors and neural measurement systems 263 12. Neural Networks for Measurement and Instrumentation