Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Standard

Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter. / Samson, Helge R.; Rech, Claus; Mercorelli, Paolo et al.
15th European Workshop on Advanced Control and Diagnosis (ACD 2019) : Proceedings of the Workshop Held in Bologna, Italy, on November 21–22, 2019. ed. / Elena Zattoni; Silvio Simani; Giuseppe Conte. Cham, Switzerland: Springer Nature Switzerland AG, 2022. p. 995-1006 (Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO)).

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Harvard

Samson, HR, Rech, C, Mercorelli, P & Benz, K 2022, Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter. in E Zattoni, S Simani & G Conte (eds), 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) : Proceedings of the Workshop Held in Bologna, Italy, on November 21–22, 2019. Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO), Springer Nature Switzerland AG, Cham, Switzerland, pp. 995-1006, Conference - 15th European Workshop on Advanced Control and Diagnosis (ACD 2019), Bologna, Italy, 21.11.19. https://doi.org/10.1007/978-3-030-85318-1_58

APA

Samson, H. R., Rech, C., Mercorelli, P., & Benz, K. (2022). Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter. In E. Zattoni, S. Simani, & G. Conte (Eds.), 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) : Proceedings of the Workshop Held in Bologna, Italy, on November 21–22, 2019 (pp. 995-1006). (Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO)). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-85318-1_58

Vancouver

Samson HR, Rech C, Mercorelli P, Benz K. Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter. In Zattoni E, Simani S, Conte G, editors, 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) : Proceedings of the Workshop Held in Bologna, Italy, on November 21–22, 2019. Cham, Switzerland: Springer Nature Switzerland AG. 2022. p. 995-1006. (Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO)). doi: 10.1007/978-3-030-85318-1_58

Bibtex

@inbook{3ac3b1db62664e4b9d7ecb3ad0959b7f,
title = "Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter",
abstract = "This paper describes a bank-customer model and proposes a controlscheme algorithm that is guaranteed to obtain a desired capital-to-asset ratio. Thecontrol system used a Sliding Mode Controller (SMC) that is compared to a pro-portional integral (PI) controller. The SMC offers the possibility to obtain, after adynamic transient of the controlled system that can be arbitrarily minimized, a neg-ative error between capital/asset ratio and the ratio required by the bank under theBasel regulatory framework, which should converge to zero. The two simulationresults are compared and discussed.The bank{\textquoteright}s assets are estimated by a Kalmanfilter for simulating a scenario where some economic information is uncertain.",
keywords = "Engineering",
author = "Samson, {Helge R.} and Claus Rech and Paolo Mercorelli and Katharina Benz",
year = "2022",
month = jan,
day = "1",
doi = "10.1007/978-3-030-85318-1_58",
language = "English",
isbn = "978-3-030-85317-4",
series = "Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO)",
publisher = "Springer Nature Switzerland AG",
pages = "995--1006",
editor = "Elena Zattoni and { Simani}, { Silvio} and Giuseppe Conte",
booktitle = "15th European Workshop on Advanced Control and Diagnosis (ACD 2019)",
address = "Switzerland",
note = "Conference - 15th European Workshop on Advanced Control and Diagnosis (ACD 2019), ACD 2019 ; Conference date: 21-11-2019 Through 22-11-2019",

}

RIS

TY - CHAP

T1 - Controlling a Bank Model Economy by Sliding Mode Control with Help of Kalman Filter

AU - Samson, Helge R.

AU - Rech, Claus

AU - Mercorelli, Paolo

AU - Benz, Katharina

N1 - Conference code: 15

PY - 2022/1/1

Y1 - 2022/1/1

N2 - This paper describes a bank-customer model and proposes a controlscheme algorithm that is guaranteed to obtain a desired capital-to-asset ratio. Thecontrol system used a Sliding Mode Controller (SMC) that is compared to a pro-portional integral (PI) controller. The SMC offers the possibility to obtain, after adynamic transient of the controlled system that can be arbitrarily minimized, a neg-ative error between capital/asset ratio and the ratio required by the bank under theBasel regulatory framework, which should converge to zero. The two simulationresults are compared and discussed.The bank’s assets are estimated by a Kalmanfilter for simulating a scenario where some economic information is uncertain.

AB - This paper describes a bank-customer model and proposes a controlscheme algorithm that is guaranteed to obtain a desired capital-to-asset ratio. Thecontrol system used a Sliding Mode Controller (SMC) that is compared to a pro-portional integral (PI) controller. The SMC offers the possibility to obtain, after adynamic transient of the controlled system that can be arbitrarily minimized, a neg-ative error between capital/asset ratio and the ratio required by the bank under theBasel regulatory framework, which should converge to zero. The two simulationresults are compared and discussed.The bank’s assets are estimated by a Kalmanfilter for simulating a scenario where some economic information is uncertain.

KW - Engineering

UR - https://www.mendeley.com/catalogue/070a5fb6-0a32-3270-aa05-15057ac05648/

U2 - 10.1007/978-3-030-85318-1_58

DO - 10.1007/978-3-030-85318-1_58

M3 - Article in conference proceedings

SN - 978-3-030-85317-4

T3 - Lecture Notes in Control and Information Sciences - Proceedings book series (LNCOINSPRO)

SP - 995

EP - 1006

BT - 15th European Workshop on Advanced Control and Diagnosis (ACD 2019)

A2 - Zattoni, Elena

A2 - Simani, Silvio

A2 - Conte, Giuseppe

PB - Springer Nature Switzerland AG

CY - Cham, Switzerland

T2 - Conference - 15th European Workshop on Advanced Control and Diagnosis (ACD 2019)

Y2 - 21 November 2019 through 22 November 2019

ER -