BAYESIAN NETWORKS IN FAULT DIAGNOSIS: Practice and Application - Tapa dura

BAOPING CAI, YONGHONG LIU JINQIU HU ZE

 
9789813271487: BAYESIAN NETWORKS IN FAULT DIAGNOSIS: Practice and Application
Tapa dura
ISBN 10: 9813271485 ISBN 13: 9789813271487
Editorial: World Scientific, 2018

Sinopsis

Fault diagnosis is useful for technicians to detect, isolate, identify faults, and troubleshoot. Bayesian network (BN) is a probabilistic graphical model that effectively deals with various uncertainty problems. This model is increasingly utilized in fault diagnosis.

This unique compendium presents bibliographical review on the use of BNs in fault diagnosis in the last decades with focus on engineering systems. Subsequently, eleven important issues in BN-based fault diagnosis methodology, such as BN structure modeling, BN parameter modeling, BN inference, fault identification, validation, and verification are discussed in various cases.

Researchers, professionals, academics and graduate students will better understand the theory and application, and benefit those who are keen to develop real BN-based fault diagnosis system.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

Fault diagnosis is useful for technicians to detect, isolate, identify faults, and troubleshoot. Bayesian network (BN) is a probabilistic graphical model that effectively deals with various uncertainty problems. This model is increasingly utilized in fault diagnosis.This unique compendium presents bibliographical review on the use of BNs in fault diagnosis in the last decades with focus on engineering systems. Subsequently, eleven important issues in BN-based fault diagnosis methodology, such as BN structure modeling, BN parameter modeling, BN inference, fault identification, validation, and verification are discussed in various cases.Researchers, professionals, academics and graduate students will better understand the theory and application, and benefit those who are keen to develop real BN-based fault diagnosis system.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
World Scientific
Año de publicación
2018
Idioma
Inglés
ISBN 10 
9813271485
ISBN 13 
9789813271487
Encuadernación
Tapa dura
Número de páginas
418
Editor
Cai Baoping, Jinqiu Hu, Liu Yonghong
Contacto del fabricante
no disponible
Persona responsable
no disponible