Comparison between cart and fuzzy logic for confinement regime classification at jet

G. Vagliasindi, P. Arena, L. Fortuna, A. Murari

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Abstract

Thermonuclear fusion devices of the Tokamak type can operate in distinct confinement regimes, which present different properties in terms of performance and plasma parameters. Discriminating among them in real time would represent a useful advantage for an efficient control of the experiments. A comparison between two automatic identifiers, one based on fuzzy logic and another based on classification and regression trees, is presented. A robustness assessment, adding Gaussian white noise to the input signals, was performed to determine the properties of the two approaches in realistic experimental conditions.
Original languageEnglish
Publication statusPublished - 2008
Externally publishedYes
EventComputational Intelligence in Decision and Control - 8th International FLINS Conference - , Spain
Duration: 1 Jan 2008 → …

Conference

ConferenceComputational Intelligence in Decision and Control - 8th International FLINS Conference
CountrySpain
Period1/1/08 → …

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All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Information Systems and Management
  • Control and Systems Engineering

Cite this

Vagliasindi, G., Arena, P., Fortuna, L., & Murari, A. (2008). Comparison between cart and fuzzy logic for confinement regime classification at jet. Paper presented at Computational Intelligence in Decision and Control - 8th International FLINS Conference, Spain.