Language:
English
繁體中文
Help
回圖書館首頁
手機版館藏查詢
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Observer design for control and faul...
~
Zhang, Zhihua.
Linked to FindBook
Google Book
Amazon
博客來
Observer design for control and fault diagnosis of Boolean networks
Record Type:
Electronic resources : Monograph/item
Title/Author:
Observer design for control and fault diagnosis of Boolean networks/ by Zhihua Zhang.
Author:
Zhang, Zhihua.
Published:
Wiesbaden :Springer Fachmedien Wiesbaden : : 2022.,
Description:
xviii, 169 p. :ill., digital ;24 cm.
[NT 15003449]:
Introduction -- Matrix expression of Boolean control networks -- Reconstructibility analysis -- Observer design -- Model-based output tracking control -- Model-based Fault diagnosis -- Conclusion -- Kurzfassung in deutscher Sprache (extended summary in German)
Contained By:
Springer Nature eBook
Subject:
Control theory. -
Online resource:
https://doi.org/10.1007/978-3-658-35929-4
ISBN:
9783658359294
Observer design for control and fault diagnosis of Boolean networks
Zhang, Zhihua.
Observer design for control and fault diagnosis of Boolean networks
[electronic resource] /by Zhihua Zhang. - Wiesbaden :Springer Fachmedien Wiesbaden :2022. - xviii, 169 p. :ill., digital ;24 cm.
Introduction -- Matrix expression of Boolean control networks -- Reconstructibility analysis -- Observer design -- Model-based output tracking control -- Model-based Fault diagnosis -- Conclusion -- Kurzfassung in deutscher Sprache (extended summary in German)
Boolean control networks (BCNs) are a kind of parameter-free model, which can be used to approximate the qualitative behavior of biological systems. After converting into a model similar to the standard discrete-time state-space model, control-theoretic problems of BCNs can be studied. In control theory, state observers can provide state estimation for any other applications. Reconstructibility condition is necessary for the existence of state observers. In this thesis explicit and recursive methods have been developed for reconstructibility analysis. Then, an approach to design Luenberger-like observer has been proposed, which works in a two-step process (i.e. predict and update) If a BCN is reconstructible, then an accurate state estimate can be provided by the observer no later than the minimal reconstructibility index. For a wide range of applications the approach has been extended to enable design of unknown input observer, distributed observers and reduced-order observer. The performance of the observers has been evaluated thoroughly. Furthermore, methods for output tracking control and fault diagnosis of BCNs have been developed. Finally, the developed schemes are tested with numerical examples. About the author Zhihua Zhang received the B.Sc. degree and M.Sc. degree in electrical engineering from the TU Kaiserslautern, Germany, respectively, in 2013 and 2015. In 2021 he finished Ph.D. in the area of Boolean control networks.
ISBN: 9783658359294
Standard No.: 10.1007/978-3-658-35929-4doiSubjects--Topical Terms:
535880
Control theory.
LC Class. No.: QA402.3 / .Z53 2022
Dewey Class. No.: 629.8312
Observer design for control and fault diagnosis of Boolean networks
LDR
:02708nmm a2200325 a 4500
001
2297215
003
DE-He213
005
20211211113153.0
006
m d
007
cr nn 008maaau
008
230324s2022 gw s 0 eng d
020
$a
9783658359294
$q
(electronic bk.)
020
$a
9783658359287
$q
(paper)
024
7
$a
10.1007/978-3-658-35929-4
$2
doi
035
$a
978-3-658-35929-4
040
$a
GP
$c
GP
041
0
$a
eng
$b
ger
050
4
$a
QA402.3
$b
.Z53 2022
072
7
$a
MQW
$2
bicssc
072
7
$a
TEC059000
$2
bisacsh
072
7
$a
MQW
$2
thema
082
0 4
$a
629.8312
$2
23
090
$a
QA402.3
$b
.Z63 2022
100
1
$a
Zhang, Zhihua.
$3
3298346
245
1 0
$a
Observer design for control and fault diagnosis of Boolean networks
$h
[electronic resource] /
$c
by Zhihua Zhang.
260
$a
Wiesbaden :
$b
Springer Fachmedien Wiesbaden :
$b
Imprint: Springer Vieweg,
$c
2022.
300
$a
xviii, 169 p. :
$b
ill., digital ;
$c
24 cm.
505
0
$a
Introduction -- Matrix expression of Boolean control networks -- Reconstructibility analysis -- Observer design -- Model-based output tracking control -- Model-based Fault diagnosis -- Conclusion -- Kurzfassung in deutscher Sprache (extended summary in German)
520
$a
Boolean control networks (BCNs) are a kind of parameter-free model, which can be used to approximate the qualitative behavior of biological systems. After converting into a model similar to the standard discrete-time state-space model, control-theoretic problems of BCNs can be studied. In control theory, state observers can provide state estimation for any other applications. Reconstructibility condition is necessary for the existence of state observers. In this thesis explicit and recursive methods have been developed for reconstructibility analysis. Then, an approach to design Luenberger-like observer has been proposed, which works in a two-step process (i.e. predict and update) If a BCN is reconstructible, then an accurate state estimate can be provided by the observer no later than the minimal reconstructibility index. For a wide range of applications the approach has been extended to enable design of unknown input observer, distributed observers and reduced-order observer. The performance of the observers has been evaluated thoroughly. Furthermore, methods for output tracking control and fault diagnosis of BCNs have been developed. Finally, the developed schemes are tested with numerical examples. About the author Zhihua Zhang received the B.Sc. degree and M.Sc. degree in electrical engineering from the TU Kaiserslautern, Germany, respectively, in 2013 and 2015. In 2021 he finished Ph.D. in the area of Boolean control networks.
650
0
$a
Control theory.
$3
535880
650
0
$a
Systems biology.
$3
905904
650
1 4
$a
Biomedical Engineering and Bioengineering.
$3
3381533
650
2 4
$a
Theory of Computation.
$3
892514
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
856
4 0
$u
https://doi.org/10.1007/978-3-658-35929-4
950
$a
Engineering (SpringerNature-11647)
based on 0 review(s)
Location:
ALL
電子資源
Year:
Volume Number:
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
W9439107
電子資源
11.線上閱覽_V
電子書
EB QA402.3 .Z53 2022
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login