Frequency domain estimation of spatially varying parameters in heat and mass transport

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

This paper presents a frequency domain approach to estimate spatially varying physical parameters of a one dimensional diffusion-transport-reaction equation. A non-linear least squares optimization of a frequency relevant criterion is proposed on the basis of measurements from a limited number of sensors. Analytic expressions of the Jacobian of the criterion function are exploited in an efficient numerical scheme. The proposed method exploits the sparsity of the underlying discretized model for a fast computation of the system parameters. The performance of the proposed procedure is illustrated by a number of simulation results. We demonstrate that the proposed method is able to estimate a spatially varying profile of unknown physical parameters in a realistic scenario.
LanguageEnglish
Title of host publication2019 American Control Conference (ACC)
Place of PublicationPhiladelphia, PA, USA
PublisherInstitute of Electrical and Electronics Engineers
Pages600-605
Number of pages6
ISBN (Electronic)978-1-5386-7926-5
ISBN (Print)978-1-5386-7901-2
StatePublished - 29 Aug 2019
Event2019 American Control Conference, ACC 2019 - Philadelphia, United States
Duration: 10 Jul 201912 Jul 2019
http://acc2019.a2c2.org

Conference

Conference2019 American Control Conference, ACC 2019
Abbreviated titleACC2019
CountryUnited States
CityPhiladelphia
Period10/07/1912/07/19
Internet address

Fingerprint

Mass transfer
Sensors
Hot Temperature

Cite this

Das, A., Weiland, S., & van Berkel, M. (2019). Frequency domain estimation of spatially varying parameters in heat and mass transport. In 2019 American Control Conference (ACC) (pp. 600-605). [8814465] Philadelphia, PA, USA: Institute of Electrical and Electronics Engineers.
Das, Amritam ; Weiland, Siep ; van Berkel, Matthijs. / Frequency domain estimation of spatially varying parameters in heat and mass transport. 2019 American Control Conference (ACC). Philadelphia, PA, USA : Institute of Electrical and Electronics Engineers, 2019. pp. 600-605
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Das, A, Weiland, S & van Berkel, M 2019, Frequency domain estimation of spatially varying parameters in heat and mass transport. in 2019 American Control Conference (ACC)., 8814465, Institute of Electrical and Electronics Engineers, Philadelphia, PA, USA, pp. 600-605, 2019 American Control Conference, ACC 2019, Philadelphia, United States, 10/07/19.

Frequency domain estimation of spatially varying parameters in heat and mass transport. / Das, Amritam; Weiland, Siep; van Berkel, Matthijs.

2019 American Control Conference (ACC). Philadelphia, PA, USA : Institute of Electrical and Electronics Engineers, 2019. p. 600-605 8814465.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Das A, Weiland S, van Berkel M. Frequency domain estimation of spatially varying parameters in heat and mass transport. In 2019 American Control Conference (ACC). Philadelphia, PA, USA: Institute of Electrical and Electronics Engineers. 2019. p. 600-605. 8814465.