Weihua L Intelligent Fault Diagnosis and Health Assessment Systems 2023
General:
Name: Weihua L Intelligent Fault Diagnosis and Health Assessment Systems 2023
Format: pdf
Size: 24.62 MB
Book:
Title: Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems
Author: Weihua Li · Xiaoli Zhang · Ruqiang Yan
Language: angielski
Year: 2023
Subjects: Science & Technology, Engineering, Electrical & Electronic Engineering, Engineering – Electrical & Electronic
Publisher: Springer-Verlag New York, LLC
ISBN: 9789819935376
Total pages: 474
Description:
Based on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault prognosis, intelligent diagnosis, and health state assessment in modern industry. The book emphasizes feature extraction, incipient fault prediction, fault classification, and degradation assessment, which are based on supervised-, semi-supervised-, manifold-, and deep learning; machinery degradation state tracking and prognosis by phase space reconstruction; and complex electro-mechanical system reliability assessment and health maintenance based on running state info. These theories and methods are integrated with practical industrial applications, which can help the readers get into the field more smoothly and provide an important reference for their study, research, and engineering practice.
Download from RapidGator
https://rapidgator.net/file/bbce1bd363904cb858d62a65e6ced3d8/12zvnpuz84y7zmc3fm5875.pdf