uu.seUppsala University Publications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Differentially-Private Distributed Fault Diagnosis for Large-Scale Nonlinear Uncertain Systems
Uppsala University, Disciplinary Domain of Science and Technology, Technology, Department of Engineering Sciences, Signals and Systems Group.ORCID iD: 0000-0001-5491-4068
2018 (English)In: IFAC-PapersOnLine, ISSN 2405-8963, Vol. 51, no 24, p. 975-982Article in journal (Refereed) Published
Abstract [en]

Distributed fault diagnosis has been proposed as an effective technique for monitoring large scale, nonlinear and uncertain systems. It is based on the decomposition of the large scale system into a number of interconnected subsystems, each one monitored by a dedicated Local Fault Detector (LFD). Neighboring LFDs, in order to successfully account for subsystems interconnection, are thus required to communicate with each other some of the measurements from their subsystems. Anyway, such communication may expose private information of a given subsystem, such as its local input. To avoid this problem, we propose here to use differential privacy to pre-process data before transmission.

Place, publisher, year, edition, pages
IFAC Papers Online, 2018. Vol. 51, no 24, p. 975-982
Keywords [en]
Privacy Preserving, Differential Privacy, Distributed Fault Diagnosis, Uncertain Network of Nonlinear Systems
National Category
Control Engineering Computer Systems
Identifiers
URN: urn:nbn:se:uu:diva-363580DOI: 10.1016/J.IFACOL.2018.09.703ISI: 000447016900144OAI: oai:DiVA.org:uu-363580DiVA, id: diva2:1256983
Conference
10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2018Warsaw, Poland, 29–31 August, 2018.
Funder
EU, Horizon 2020, 707546Available from: 2018-10-18 Created: 2018-10-18 Last updated: 2019-06-20Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full text

Authority records BETA

Teixeira, André M.H.

Search in DiVA

By author/editor
Teixeira, André M.H.
By organisation
Signals and Systems Group
Control EngineeringComputer Systems

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 15 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf