Structural Health Monitoring: A Machine Learning Perspective
By Charles R. Farrar and Keith Worden
5/5
()
Currently unavailable
Currently unavailable
About this ebook
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.
Related to Structural Health Monitoring
Civil Engineering For You
Two-Stroke Engine Repair and Maintenance Rating: 0 out of 5 stars0 ratingsSummary of Jayne Buxton's The Great Plant-Based Con Rating: 0 out of 5 stars0 ratingsRocks and Minerals of The World: Geology for Kids - Minerology and Sedimentology Rating: 5 out of 5 stars5/5Summary of Neil Postman's Amusing Ourselves to Death Rating: 4 out of 5 stars4/5Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future Rating: 4 out of 5 stars4/5Summary of Alex Epstein's Fossil Future Rating: 0 out of 5 stars0 ratingsBeyond Control: The Mississippi River’s New Channel to the Gulf of Mexico Rating: 0 out of 5 stars0 ratingsDetour New Mexico: Historic Destinations & Natural Wonders Rating: 0 out of 5 stars0 ratingsCivil Engineering Rating: 4 out of 5 stars4/5Rising Tide: The Great Mississippi Flood of 1927 and How It Changed America Rating: 4 out of 5 stars4/5Buried Truths and the Hyatt Skywalks: The Legacy of America’s Epic Structural Failure Rating: 0 out of 5 stars0 ratingsThe Dangers of Automation in Airliners: Accidents Waiting to Happen Rating: 5 out of 5 stars5/5Troubleshooting and Repair of Diesel Engines Rating: 2 out of 5 stars2/5HVAC Licensing Study Guide, Second Edition Rating: 0 out of 5 stars0 ratingsSmall Gas Engine Repair Rating: 4 out of 5 stars4/5Geotextiles and Geomembranes Handbook Rating: 5 out of 5 stars5/5A Trucker's Tale: Wit, Wisdom, and True Stories from 60 Years on the Road Rating: 3 out of 5 stars3/5How Do Race Cars Work? Car Book for Kids | Children's Transportation Books Rating: 0 out of 5 stars0 ratingsGreat Western: Manor Class Rating: 0 out of 5 stars0 ratingsA Picture History of the Brooklyn Bridge Rating: 4 out of 5 stars4/5Underground Structures: Design and Instrumentation Rating: 4 out of 5 stars4/5Structural and Stress Analysis Rating: 0 out of 5 stars0 ratingsAftermath Rating: 5 out of 5 stars5/5Foundation Design: Theory and Practice Rating: 5 out of 5 stars5/5The Penetrometer and Soil Exploration Rating: 1 out of 5 stars1/5MH370: Mystery Solved Rating: 5 out of 5 stars5/5Along the Kirkwood Highway Rating: 0 out of 5 stars0 ratingsFracking 101 Rating: 5 out of 5 stars5/5Construction Calculations Manual Rating: 4 out of 5 stars4/5MATLAB Demystified Rating: 5 out of 5 stars5/5
Reviews for Structural Health Monitoring
1 rating0 reviews