Diagnostics and Prognostics: SVM-Based Diagnostics and Prognostics for Rotating Systems - Jian Qu
-40% koodiga BOOKS
Saadetis 12-18 tööpäeva jooksul
30-päevane tagastamisõigus
In recent decades, condition-based maintenance (CBM) is acknowledged a cost-effective and widely used maintenance program for engineering systems. Diagnostics and prognostics are critical components of CBM responsible for offering information about present and future system conditions. These two components are respectively an integrated process covering several aspects that are essential for successful impl ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
If Anyone Builds It, Everyone Dies: The Case Against Superintelligent AI
Eliezer Yudkowsky, Nate Soares
-40% koodiga BOOKS
Meie tarnija laos
TOP
Open Circuits: The Inner Beauty of Electronic Components
Eric Schlaepfer, Windell Oskay
-40% koodiga BOOKS
Meie tarnija laos
TOP
Get started with MicroPython on Raspberry Pi Pico: The Official Raspberry Pi Pico Guide
-40% koodiga BOOKS
Meie tarnija laos
TOP
We Are Not Machines: The Fight for the Future of Work
-40% koodiga BOOKS
Meie tarnija laos
TOP
Foundations of Flavor: The Noma Guide to Fermentation: Including Step-By-Step Information on Making and Cooking with: Koji, Kombuchas, Shoyus, Misos, Vinegars, Garums, Lacto-Ferments and black Fruits Vegetables
-40% koodiga BOOKS
Meie tarnija laos
TOP
Nucleo Boards Programming with the STM32CubeIDE: Hands-on in more than 50 projects
-40% koodiga BOOKS
Meie tarnija laos
TOP
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Steven L. Brunton, J. Nathan Kutz
-40% koodiga BOOKS
Meie tarnija laos
TOP
Black Holes: The Key to Understanding the Universe
-40% koodiga BOOKS
Meie tarnija laos
TOP
Flowers For Algernon: A Modern Literary Classic
-40% koodiga BOOKS
Meie tarnija laos
TOP
Human Compatible: Artificial Intelligence and the Problem of Control
-40% koodiga BOOKS
Meie tarnija laos
TOP
How To Read Water: Clues & Patterns from Puddles to the Sea
-40% koodiga BOOKS
Meie tarnija laos
TOP
Make: Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast
-40% koodiga BOOKS
Meie tarnija laos
TOP
Mastering the Arduino Uno R4: Programming and Projects for the Minima and WiFi
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Idea Factory: Bell Labs and the Great Age of American Innovation
-40% koodiga BOOKS
Meie tarnija laos
TOP
Fundamentals of Aerodynamics ISE
Christopher Cadou, John D. Anderson
-40% koodiga BOOKS
Meie tarnija laos
Kirjeldus
In recent decades, condition-based maintenance (CBM) is acknowledged a cost-effective and widely used maintenance program for engineering systems. Diagnostics and prognostics are critical components of CBM responsible for offering information about present and future system conditions. These two components are respectively an integrated process covering several aspects that are essential for successful implementations of diagnostics and prognostics. For diagnostics, data to be used should be clean and useful. Data cleaning can provide clean data by removing outliers caused by noise, while feature selection can select useful characteristic features for fault classification. For prognostics, noise may appear in condition indicator values. Using such noisy values may result in unreliable predictions for prognostics. A method is thus demanded to provide predictions without noise effects. Support vector machine (SVM), a machine learning method, is recognized having good generalization ability and an effective tool for classification and prediction needed by diagnostics and prognostics. This book explores the potentials of SVM for addressing above problems in diagnostics and prognostics.
Lisateave
| Autor | Jian Qu |
|---|---|
| Kirjastaja | LAP LAMBERT Academic Publishing |
| Väljalaskeaasta | 2011 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9783847307433 |