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  • Precursor Parameter Identification for IGBT Prognostics

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    Precursor parameters have been identified to enable development of a prognostic approach for insulated gate bipolar transistors (IGBT). The IGBT were subjected to thermal over- ...

    meatball
  • Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This paper explores how the remaining useful life (RUL) can be assessed for complex systems whose internal state variables are either inaccessible to sensors or ...

    meatball
  • Prognostics in Battery Health Management

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    Batteries represent complex systems whose internal state vari- ables are either inaccessible to sensors or hard to measure un- der operational conditions. This work exemplifies ...

    meatball
  • An Overview of Selected Prognostic Technologies with Reference to an Integrated PHM Architecture

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This chapter reviewed generic prognosis algorithmic approaches and introduced some of the basics associated with probabilistic predictions and a required architecture for performing prognostics on ...

    meatball
  • Data Mining in Systems Health Management

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This chapter presents theoretical and practical aspects associated to the implementation of a combined model-based/data-driven approach for failure prognostics based on particle filtering algorithms, in ...

    meatball
  • Prognostic Performance Metrics

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This chapter presents several performance metrics for offline evaluation of prognostics algorithms. A brief overview of different methods employed for performance evaluation is also included. ...

    meatball
  • Basic Principles - Chapter 6

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This chapter described at a very high level some of the considerations that need to be made when designing algorithms for a vehicle health management ...

    meatball
  • Algorithms and their Impact on Integrated Vehicle Health Management - Chapter 7

    A Publication, Prognostics CoE Publications - 9 years, 4 months ago

    Shared By: Miryam Strautkalns

    This chapter discussed some of the algorithmic choices one encounters when designing an IVHM system. While it would be generally desirable to be able to ...

    meatball

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