國立虎尾科技大學 |

Advances in nonlinear observer design for state and parameter estimation in energy systems

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in nonlinear observer design for state and parameter estimation in energy systems/ by Andreu Cecilia.
作者:	Cecilia, Andreu.
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xix, 221 p. :ill. (some col.), digital ; : 24 cm.;
附註:	"Doctoral thesis accepted by Universitat Politècnica de Catalunya, Barcelona, Spain."
Contained By:	Springer Nature eBook
標題:	Observers (Control theory) -
電子資源:	https://doi.org/10.1007/978-3-031-38924-5
ISBN:	9783031389245

Advances in nonlinear observer design for state and parameter estimation in energy systems
Cecilia, Andreu.

Advances in nonlinear observer design for state and parameter estimation in energy systems[electronic resource] /by Andreu Cecilia. - Cham :Springer Nature Switzerland :2023. - xix, 221 p. :ill. (some col.), digital ;24 cm. - Springer theses,2190-5061. - Springer theses..

"Doctoral thesis accepted by Universitat Politècnica de Catalunya, Barcelona, Spain."

This book reports on a set of advances relating to nonlinear observer design, with a special emphasis on high-gain observers. First, it covers the design of filters and their addition to the observer for reducing noise, a topic that has been so far neglected in the literature. Further, it describes the adaptive re-design of nonlinear observers to reduce the effect of parametric uncertainty. It discusses several limitations of classical methods, presenting a set of successfull solutions, which are mathematically formalised through Lyapunov stability analysis, and in turn validated via numerical simulations. In the second part of the book, two applications of the adaptive nonlinear observers are described, such in the estimation of the liquid water in a hydrogen fuel cell and in the solution of a common cybersecurity problem, i.e. false data injection attacks in DC microgrids. All in all, this book offers a comprehensive report on the state-of-the-art in nonlinear observer design for energy systems, including mathematical demonstrations, and numerical and and experimental validations.

ISBN: 9783031389245

Standard No.: 10.1007/978-3-031-38924-5doiSubjects--Topical Terms:

636317
Observers (Control theory)

LC Class. No.: QA402.35

Dewey Class. No.: 629.836

Advances in nonlinear observer design for state and parameter estimation in energy systems
LDR:02295nam a2200349 a 4500 001 1116210
003 DE-He213
005 20230828172416.0
006 m d
007 cr nn 008maaau
008 240123s2023 sz s 0 eng d
020 $a 9783031389245 $q (electronic bk.)
020 $a 9783031389238 $q (paper)
024 7 $a 10.1007/978-3-031-38924-5 $2 doi
035 $a 978-3-031-38924-5
040 $a GP $c GP
041 0 $a eng
050 4 $a QA402.35
072 7 $a TJFM $2 bicssc
072 7 $a GPFC $2 bicssc
072 7 $a TEC004000 $2 bisacsh
072 7 $a TJFM $2 thema
082 0 4 $a 629.836 $2 23
090 $a QA402.35 $b .C388 2023
100 1 $a Cecilia, Andreu. $3 1429321
245 1 0 $a Advances in nonlinear observer design for state and parameter estimation in energy systems $h [electronic resource] / $c by Andreu Cecilia.
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xix, 221 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Springer theses, $x 2190-5061
500 $a "Doctoral thesis accepted by Universitat Politècnica de Catalunya, Barcelona, Spain."
520 $a This book reports on a set of advances relating to nonlinear observer design, with a special emphasis on high-gain observers. First, it covers the design of filters and their addition to the observer for reducing noise, a topic that has been so far neglected in the literature. Further, it describes the adaptive re-design of nonlinear observers to reduce the effect of parametric uncertainty. It discusses several limitations of classical methods, presenting a set of successfull solutions, which are mathematically formalised through Lyapunov stability analysis, and in turn validated via numerical simulations. In the second part of the book, two applications of the adaptive nonlinear observers are described, such in the estimation of the liquid water in a hydrogen fuel cell and in the solution of a common cybersecurity problem, i.e. false data injection attacks in DC microgrids. All in all, this book offers a comprehensive report on the state-of-the-art in nonlinear observer design for energy systems, including mathematical demonstrations, and numerical and and experimental validations.
650 0 $a Observers (Control theory) $3 636317
650 0 $a Parameter estimation. $3 579804
650 0 $a Feedback control systems. $3 596555
650 1 4 $a Control and Systems Theory. $3 1211358
650 2 4 $a Electrical Power Engineering. $3 1365891
650 2 4 $a Automation. $3 596698
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Springer theses. $3 831604
856 4 0 $u https://doi.org/10.1007/978-3-031-38924-5
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)