See All Resources (861)
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A Publication, Prognostics CoE Publications - 11 years ago
Shared By: Miryam Strautkalns
A general framework for probabilistic prognosis using maximum entropy approach, MRE, is proposed in this paper to include all available information and uncertainties for RUL ...
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Comparison of Prognostic Algorithms for Estimating Remaining Useful Life of Batteries
A Publication, Prognostics CoE Publications - 11 years ago
Shared By: Miryam Strautkalns
We were interested here in particular in conditions where un-modeled effects are present as manifested by the different degradation curve at 45°C. Although all algorithms ...
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Precursor Parameter Identification for IGBT Prognostics
A Publication, Prognostics CoE Publications - 11 years 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- ...
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Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework
A Publication, Prognostics CoE Publications - 11 years 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 ...
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Prognostics in Battery Health Management
A Publication, Prognostics CoE Publications - 11 years 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 ...
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Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach
A Publication, Nikunj Oza's Collection - 11 years ago
Shared By: Nikunj Oza
In this paper we propose an innovative learning algorithm - a variation of One-class Support Vector Machines (SVMs) learning algorithm to produce sparser solutions ...
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Pseudo-Label Generation for Multi-Label Text Classification
A Publication, Nikunj Oza's Collection - 11 years ago
Shared By: Nikunj Oza
With the advent and expansion of social networking, the amount of generated text data has seen a sharp increase. In order to handle such a ...
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Rotor health monitoring combining spin tests and data-driven anomaly detection methods
A Publication, Nikunj Oza's Collection - 11 years ago
Shared By: Nikunj Oza
Health monitoring is highly dependent on sensor systems that are capable of performing in various engine environmental conditions and able to transmit a signal upon ...
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An Overview of Selected Prognostic Technologies with Reference to an Integrated PHM Architecture
A Publication, Prognostics CoE Publications - 11 years 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 ...
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Data Mining in Systems Health Management
A Publication, Prognostics CoE Publications - 11 years 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 ...
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Prognostic Performance Metrics
A Publication, Prognostics CoE Publications - 11 years 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. ...
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A Publication, Prognostics CoE Publications - 11 years 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 ...
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Algorithms and their Impact on Integrated Vehicle Health Management - Chapter 7
A Publication, Prognostics CoE Publications - 11 years 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 ...
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The Role of Safety in IVHM - Chapter 9
A Publication, Prognostics CoE Publications - 11 years, 1 month ago
Shared By: Miryam Strautkalns
When we address safety in a book on the business case for IVHM, the question arises whether safety isn’t inherently in conflict with the need ...
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Data sets from FLTz study by Stanford
A Dataset, PSU-AMES FOQA Project - 11 years, 1 month ago
Shared By: Santanu Das
For further description of the data set please refer to the paper titled "Detecting Aircraft Performance Anomalies from Cruise Flight Data", Published at 2010 AIAA ...