Diagnosis of interconnected systems via well tuned model-based coupling algorithms

Research output: Contribution to conferencePaperResearchpeer-review

Abstract

This paper presents a heuristic tuning method for a recently proposed model-based coupling algorithm. The purpose of the coupling algorithm is to mitigate effects caused by non ideal coupling of different subsystems where coupling imperfections like time delays, data losses or noisy measurements degrade the overall system performance. If the coupling algorithm is well tuned, a consistency criterion can be used for online closed-loop diagnosis. The simplicity and effectiveness of the proposed tuning and diagnosis approach is demonstrated via a laboratory experiment.
Original languageEnglish
PagesPaper FrDT1.4
Publication statusPublished - 31 Jul 2018
Event10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes - Warsaw, Poland
Duration: 29 Aug 201831 Aug 2018

Conference

Conference10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes
CountryPoland
CityWarsaw
Period29/08/1831/08/18

Cite this

Tranninger, M., Stettinger, G., Benedikt, M., & Horn, M. (2018). Diagnosis of interconnected systems via well tuned model-based coupling algorithms. Paper FrDT1.4. Paper presented at 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Warsaw, Poland.

Diagnosis of interconnected systems via well tuned model-based coupling algorithms. / Tranninger, Markus; Stettinger, Georg; Benedikt, Martin; Horn, Martin.

2018. Paper FrDT1.4 Paper presented at 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Warsaw, Poland.

Research output: Contribution to conferencePaperResearchpeer-review

Tranninger, M, Stettinger, G, Benedikt, M & Horn, M 2018, 'Diagnosis of interconnected systems via well tuned model-based coupling algorithms' Paper presented at 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Warsaw, Poland, 29/08/18 - 31/08/18, pp. Paper FrDT1.4.
Tranninger M, Stettinger G, Benedikt M, Horn M. Diagnosis of interconnected systems via well tuned model-based coupling algorithms. 2018. Paper presented at 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Warsaw, Poland.
Tranninger, Markus ; Stettinger, Georg ; Benedikt, Martin ; Horn, Martin. / Diagnosis of interconnected systems via well tuned model-based coupling algorithms. Paper presented at 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Warsaw, Poland.
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