Dynamic temperature estimation of power electronics systems

Pamela J. Tannous; Satya R.T. Peddada; James T. Allison; Thomas Foulkes; Robert C.N. Pilawa-Podgurski; Andrew G. Alleyne

doi:10.23919/ACC.2017.7963482

Dynamic temperature estimation of power electronics systems

Pamela J. Tannous
, Satya R.T. Peddada
, James T. Allison
, Thomas Foulkes
, Robert C.N. Pilawa-Podgurski
, Andrew G. Alleyne

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Abstract

This paper proposes a method for accurate temperature estimation of thermally-aware power electronics systems. The duality between electrical systems and thermal systems was considered for thermal modeling. High dimensional thermal models present a challenge for online estimation. The complexity of the thermal network was reduced by applying a structure-preserving model order reduction technique. An optimal number of temperature sensors that increases the observability of the system was used in a Kalman filter to accurately estimate the dynamic spatial thermal behavior of the system.

Original language	English (US)
Title of host publication	2017 American Control Conference, ACC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3463-3469
Number of pages	7
ISBN (Electronic)	9781509059928
DOIs	https://doi.org/10.23919/ACC.2017.7963482
State	Published - Jun 29 2017
Externally published	Yes
Event	2017 American Control Conference, ACC 2017 - Seattle, United States Duration: May 24 2017 → May 26 2017

Publication series

Name	Proceedings of the American Control Conference
ISSN (Print)	0743-1619

Other

Other	2017 American Control Conference, ACC 2017
Country/Territory	United States
City	Seattle
Period	5/24/17 → 5/26/17

Bibliographical note

Publisher Copyright:
© 2017 American Automatic Control Council (AACC).

Publisher link

10.23919/ACC.2017.7963482

Find It

Find It at U of M Libraries

Cite this

Tannous, P. J., Peddada, S. R. T., Allison, J. T., Foulkes, T., Pilawa-Podgurski, R. C. N., & Alleyne, A. G. (2017). Dynamic temperature estimation of power electronics systems. In 2017 American Control Conference, ACC 2017 (pp. 3463-3469). Article 7963482 (Proceedings of the American Control Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ACC.2017.7963482

Dynamic temperature estimation of power electronics systems. / Tannous, Pamela J.; Peddada, Satya R.T.; Allison, James T. et al.
2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 3463-3469 7963482 (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tannous, PJ, Peddada, SRT, Allison, JT, Foulkes, T, Pilawa-Podgurski, RCN & Alleyne, AG 2017, Dynamic temperature estimation of power electronics systems. in 2017 American Control Conference, ACC 2017., 7963482, Proceedings of the American Control Conference, Institute of Electrical and Electronics Engineers Inc., pp. 3463-3469, 2017 American Control Conference, ACC 2017, Seattle, United States, 5/24/17. https://doi.org/10.23919/ACC.2017.7963482

@inproceedings{6928247a6f27448199ee294a86a27919,

title = "Dynamic temperature estimation of power electronics systems",

abstract = "This paper proposes a method for accurate temperature estimation of thermally-aware power electronics systems. The duality between electrical systems and thermal systems was considered for thermal modeling. High dimensional thermal models present a challenge for online estimation. The complexity of the thermal network was reduced by applying a structure-preserving model order reduction technique. An optimal number of temperature sensors that increases the observability of the system was used in a Kalman filter to accurately estimate the dynamic spatial thermal behavior of the system.",

author = "Tannous, \{Pamela J.\} and Peddada, \{Satya R.T.\} and Allison, \{James T.\} and Thomas Foulkes and Pilawa-Podgurski, \{Robert C.N.\} and Alleyne, \{Andrew G.\}",

note = "Publisher Copyright: {\textcopyright} 2017 American Automatic Control Council (AACC).; 2017 American Control Conference, ACC 2017 ; Conference date: 24-05-2017 Through 26-05-2017",

year = "2017",

month = jun,

day = "29",

doi = "10.23919/ACC.2017.7963482",

language = "English (US)",

series = "Proceedings of the American Control Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "3463--3469",

booktitle = "2017 American Control Conference, ACC 2017",

}

TY - GEN

T1 - Dynamic temperature estimation of power electronics systems

AU - Tannous, Pamela J.

AU - Peddada, Satya R.T.

AU - Allison, James T.

AU - Foulkes, Thomas

AU - Pilawa-Podgurski, Robert C.N.

AU - Alleyne, Andrew G.

PY - 2017/6/29

Y1 - 2017/6/29

N2 - This paper proposes a method for accurate temperature estimation of thermally-aware power electronics systems. The duality between electrical systems and thermal systems was considered for thermal modeling. High dimensional thermal models present a challenge for online estimation. The complexity of the thermal network was reduced by applying a structure-preserving model order reduction technique. An optimal number of temperature sensors that increases the observability of the system was used in a Kalman filter to accurately estimate the dynamic spatial thermal behavior of the system.

AB - This paper proposes a method for accurate temperature estimation of thermally-aware power electronics systems. The duality between electrical systems and thermal systems was considered for thermal modeling. High dimensional thermal models present a challenge for online estimation. The complexity of the thermal network was reduced by applying a structure-preserving model order reduction technique. An optimal number of temperature sensors that increases the observability of the system was used in a Kalman filter to accurately estimate the dynamic spatial thermal behavior of the system.

UR - https://www.scopus.com/pages/publications/85027053747

UR - https://www.scopus.com/pages/publications/85027053747#tab=citedBy

U2 - 10.23919/ACC.2017.7963482

DO - 10.23919/ACC.2017.7963482

M3 - Conference contribution

AN - SCOPUS:85027053747

T3 - Proceedings of the American Control Conference

SP - 3463

EP - 3469

BT - 2017 American Control Conference, ACC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2017 American Control Conference, ACC 2017

Y2 - 24 May 2017 through 26 May 2017

ER -

Dynamic temperature estimation of power electronics systems

Abstract

Publication series

Other

Bibliographical note

Publisher link

Find It

Other files and links

Fingerprint

Cite this