Structural Health Monitoring

A Machine Learning Perspective

Nonfiction, Science & Nature, Technology, Engineering, Civil
Cover of the book Structural Health Monitoring by Charles R. Farrar, Keith Worden, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Charles R. Farrar, Keith Worden ISBN: 9781118443217
Publisher: Wiley Publication: November 19, 2012
Imprint: Wiley Language: English
Author: Charles R. Farrar, Keith Worden
ISBN: 9781118443217
Publisher: Wiley
Publication: November 19, 2012
Imprint: Wiley
Language: English

Written by global leaders and pioneers in the field, this book is a must-have read for researchers, practicing engineers and university faculty working in SHM.

Structural Health Monitoring: A Machine Learning Perspective is the first comprehensive book on the general problem of structural health monitoring. The authors, renowned experts in the field, consider structural health monitoring in a new manner by casting the problem in the context of a machine learning/statistical pattern recognition paradigm, first explaining the paradigm in general terms then explaining the process in detail with further insight provided via numerical and experimental studies of laboratory test specimens and in-situ structures. This paradigm provides a comprehensive framework for developing SHM solutions.

Structural Health Monitoring: A Machine Learning Perspective makes extensive use of the authors’ detailed surveys of the technical literature, the experience they have gained from teaching numerous courses on this subject, and the results of performing numerous analytical and experimental structural health monitoring studies.

  • Considers structural health monitoring in a new manner by casting the problem in the context of a machine learning/statistical pattern recognition paradigm
  • Emphasises an integrated approach to the development of structural health monitoring solutions by coupling the measurement hardware portion of the problem directly with the data interrogation algorithms
  • Benefits from extensive use of the authors’ detailed surveys of 800 papers in the technical literature and the experience they have gained from teaching numerous short courses on this subject.
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Written by global leaders and pioneers in the field, this book is a must-have read for researchers, practicing engineers and university faculty working in SHM.

Structural Health Monitoring: A Machine Learning Perspective is the first comprehensive book on the general problem of structural health monitoring. The authors, renowned experts in the field, consider structural health monitoring in a new manner by casting the problem in the context of a machine learning/statistical pattern recognition paradigm, first explaining the paradigm in general terms then explaining the process in detail with further insight provided via numerical and experimental studies of laboratory test specimens and in-situ structures. This paradigm provides a comprehensive framework for developing SHM solutions.

Structural Health Monitoring: A Machine Learning Perspective makes extensive use of the authors’ detailed surveys of the technical literature, the experience they have gained from teaching numerous courses on this subject, and the results of performing numerous analytical and experimental structural health monitoring studies.

More books from Wiley

Cover of the book Blood and Marrow Transplantation Long-Term Management by Charles R. Farrar, Keith Worden
Cover of the book Presentation Secrets by Charles R. Farrar, Keith Worden
Cover of the book A Companion to Creative Writing by Charles R. Farrar, Keith Worden
Cover of the book Therapeutic Fc-Fusion Proteins by Charles R. Farrar, Keith Worden
Cover of the book China's Economic Transformation by Charles R. Farrar, Keith Worden
Cover of the book A Companion to Ancient Macedonia by Charles R. Farrar, Keith Worden
Cover of the book Turning Points by Charles R. Farrar, Keith Worden
Cover of the book Modern Sensors Handbook by Charles R. Farrar, Keith Worden
Cover of the book GaN Transistors for Efficient Power Conversion by Charles R. Farrar, Keith Worden
Cover of the book Endodontic Microbiology by Charles R. Farrar, Keith Worden
Cover of the book An Introduction to Criticism by Charles R. Farrar, Keith Worden
Cover of the book Chemie für Dummies by Charles R. Farrar, Keith Worden
Cover of the book The Hands-on Guide to Clinical Pharmacology by Charles R. Farrar, Keith Worden
Cover of the book Portuguese Phrases For Dummies by Charles R. Farrar, Keith Worden
Cover of the book Psalms Through the Centuries by Charles R. Farrar, Keith Worden
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy