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Advanced methods for fault diagnosis...

Ding, Steven X.

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Advanced methods for fault diagnosis and fault-tolerant control

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advanced methods for fault diagnosis and fault-tolerant control/ by Steven X. Ding.
Author:	Ding, Steven X.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2021.,
Description:	xxiii, 658 p. :ill., digital ;24 cm.
[NT 15003449]:	Basic requirements on fault detection and estimation -- Basic methods for fault detection and estimation in static and dynamic processes -- Feedback control, observer, and residual generation -- Fault detection and estimation for linear time-varying systems -- Detection and isolation of multiplicative faults in uncertain systems -- Analysis, parameterisation and optimal design of nonlinear observer-based fault detection systems -- Data-driven fault detection methods for large-scale and distributed systems -- Alternative test statistics and data-driven fault detection methods -- Application of randomised algorithms to assessment and design of fault diagnosis systems -- Performance-based fault-tolerant control -- Performance degradation monitoring and recovering -- Data-driven fault-tolerant control schemes.
Contained By:	Springer Nature eBook
Subject:	Fault location (Engineering) - Mathematical models. -
Online resource:	https://doi.org/10.1007/978-3-662-62004-5
ISBN:	9783662620045

Advanced methods for fault diagnosis and fault-tolerant control
Ding, Steven X.

Advanced methods for fault diagnosis and fault-tolerant control[electronic resource] /by Steven X. Ding. - Berlin, Heidelberg :Springer Berlin Heidelberg :2021. - xxiii, 658 p. :ill., digital ;24 cm.

Basic requirements on fault detection and estimation -- Basic methods for fault detection and estimation in static and dynamic processes -- Feedback control, observer, and residual generation -- Fault detection and estimation for linear time-varying systems -- Detection and isolation of multiplicative faults in uncertain systems -- Analysis, parameterisation and optimal design of nonlinear observer-based fault detection systems -- Data-driven fault detection methods for large-scale and distributed systems -- Alternative test statistics and data-driven fault detection methods -- Application of randomised algorithms to assessment and design of fault diagnosis systems -- Performance-based fault-tolerant control -- Performance degradation monitoring and recovering -- Data-driven fault-tolerant control schemes.

ISBN: 9783662620045

Standard No.: 10.1007/978-3-662-62004-5doiSubjects--Topical Terms:

2057416
Fault location (Engineering)
--Mathematical models.

LC Class. No.: TA169.6 / .D55 2021

Dewey Class. No.: 629.8

Advanced methods for fault diagnosis and fault-tolerant control
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245 1 0 $a Advanced methods for fault diagnosis and fault-tolerant control $h [electronic resource] / $c by Steven X. Ding.
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300 $a xxiii, 658 p. : $b ill., digital ; $c 24 cm.
505 0 $a Basic requirements on fault detection and estimation -- Basic methods for fault detection and estimation in static and dynamic processes -- Feedback control, observer, and residual generation -- Fault detection and estimation for linear time-varying systems -- Detection and isolation of multiplicative faults in uncertain systems -- Analysis, parameterisation and optimal design of nonlinear observer-based fault detection systems -- Data-driven fault detection methods for large-scale and distributed systems -- Alternative test statistics and data-driven fault detection methods -- Application of randomised algorithms to assessment and design of fault diagnosis systems -- Performance-based fault-tolerant control -- Performance degradation monitoring and recovering -- Data-driven fault-tolerant control schemes.
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650 0 $a Automatic control. $3 535879
650 1 4 $a Control and Systems Theory. $3 3381515
650 2 4 $a Mechatronics. $3 737861
650 2 4 $a Industrial Chemistry/Chemical Engineering. $3 890826
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950 $a Intelligent Technologies and Robotics (SpringerNature-42732)