Miryam Strautkalns

Member since: Mar 12, 2013

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  • Requirements Flowdown for Prognostics and Health Management

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostics and Health Management (PHM) principles have considerable promise to change the game of lifecycle cost of engineering systems at high safety levels by providing ...

    meatball
  • Accelerated Aging Experiments for Prognostics of Damage Growth in Composite Materials

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Composite structures are gaining importance for use in the aerospace industry. Compared to metallic structures their behavior is less well understood. This lack of understanding ...

    meatball
  • An Adaptive Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-ion Batteries

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostics is an emerging science of predicting the health condition of a system (or its components) based upon current and previous system states. A reliable ...

    meatball
  • Metrics for Offline Evaluation of Prognostic Performance

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostic performance evaluation has gained significant attention in the past few years.*Currently, prognostics concepts lack standard definitions and suffer from ambiguous and inconsistent interpretations. This ...

    meatball
  • Evaluating Prognostics Performance for Algorithms Incorporating Uncertainty Estimates

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Uncertainty Representation and Management (URM) are an integral part of the prognostic system development.1As capabilities of prediction algorithms evolve, research in developing newer and more ...

    meatball
  • Requirements Specifications for Prognostics: An Overview

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    With recent advancements in prognostics methodologies there has been a significant interest in maturing Prognostics and Health Management (PHM) to increase its technology readiness level ...

    meatball
  • On Applying the Prognostic Performance Metrics

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostics performance evaluation has gained significant attention in the past few years. *As prognostics technology matures and more sophisticated methods for prognostic uncertainty management are ...

    meatball
  • Entropy-based probabilistic fatigue damage prognosis and algorithmic performance comparison

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    In this paper, a maximum entropy-based general framework for probabilistic fatigue damage prognosis is investigated. The proposed methodology is based on an underlying physics-based crack ...

    meatball
  • Evaluating Algorithm Performance Metrics Tailored for Prognostics

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostics has taken center stage in Condition Based Maintenance (CBM) where it is desired to estimate Remaining Useful Life (RUL) of a system so that ...

    meatball
  • Metrics for Evaluating Performance of Prognostic Techniques

    A Publication, Prognostics CoE Publications - 8 years, 4 months ago

    Shared By: Miryam Strautkalns

    Prognostics is an emerging concept in condition basedmaintenance(CBM)ofcriticalsystems.Alongwith developing the fundamentals of being able to confidently predict Remaining Useful Life (RUL), the technology calls for ...

    meatball

Miryam's Projects (2)

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