Kai Goebel

Member since: Sep 24, 2010, NASA Ames, Prognostics Center of Excellence

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  • A Combined Model-Based and Data-Driven Prognostic Approach for Aircraft System Life Management

    A Publication, Prognostics CoE Publications - 5 years, 9 months ago

    Shared By: Kai Goebel

    Failure prognosis - as a natural extension to the fault detection and isolation (FDI) problem - has become a key issue in a world where ...

    meatball
  • Jet Engine Performance Deterioration

    A Dataset, PHM Data Challenges - 7 years, 11 months ago

    Shared By: Kai Goebel

    This data set contains numerous trajectories of engine related parameters that terminate at a lower acceptable threshold

    meatball
  • Maintenance Action Recommendation

    A Dataset, PHM Data Challenges - 7 years, 11 months ago

    Shared By: Kai Goebel

    This data set deals with Maintenance Action Recommendations

    meatball
  • Maintenance Action Recommendation

    A Dataset, Kai Goebel's Collection - 6 years, 8 months ago

    Shared By: Kai Goebel

    Maintenance action recommendation is a common problem in industrial remote monitoring and diagnostics. This dataset will allow testing of the ability to accurately recommend confirmed ...

  • Model-based Prognostics with Fixed-lag Particle Filters

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Model-based prognostics exploits domain knowledge of the system, its components, and how they fail by casting the underlying physical phenomena in a physics-based model that ...

    meatball
  • Model-based Prognostics under Limited Sensing

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Prognostics is crucial to providing reliable condition-based maintenance decisions. To obtain accurate predictions of component life, a variety of sensors are often needed. However, it ...

    meatball
  • Tackling Verification and Validation for Prognostics

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Verification and validation (V&V;) has been identified as a critical phase in fielding systems with Integrated Systems Health Management (ISHM) solutions to ensure that the ...

    meatball
  • Improving Computational Efficiency of Prediction in Model-based Prognostics Using the Unscented Transform

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Model-based prognostics captures system knowledge in the form of physics-based models of components, and how they fail, in order to obtain accurate predictions of end ...

    meatball
  • Prognostics for Ground Support Systems: Case Study on Pneumatic Valves

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Prognostics technologies determine the health (or damage) state of a component or subsystem, and make end of life (EOL) and remaining useful life (RUL) predictions. ...

    meatball
  • A Model-based Prognostics Approach Applied to Pneumatic Valves

    A Publication, Prognostics CoE Publications - 9 years, 8 months ago

    Shared By: Matthew Daigle

    Within the area of systems health management, the task of prognostics centers on predicting when components will fail. Model-based prognostics exploits domain knowledge of the ...

    meatball

Kai's Projects (5)

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