See All Resources (468)
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Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework
A Publication, Prognostics CoE Publications - 11 years, 11 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 ...
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Prognostics in Battery Health Management
A Publication, Prognostics CoE Publications - 11 years, 11 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 ...
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Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach
A Publication, Nikunj Oza's Collection - 11 years, 11 months 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, 11 months 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, 11 months 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, 11 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 ...
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Data Mining in Systems Health Management
A Publication, Prognostics CoE Publications - 11 years, 11 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 ...
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Prognostic Performance Metrics
A Publication, Prognostics CoE Publications - 11 years, 11 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. ...
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A Publication, Prognostics CoE Publications - 11 years, 11 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 ...
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Algorithms and their Impact on Integrated Vehicle Health Management - Chapter 7
A Publication, Prognostics CoE Publications - 11 years, 11 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 ...
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The Role of Safety in IVHM - Chapter 9
A Publication, Prognostics CoE Publications - 11 years, 12 months 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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CRM CONVENTIONAL BASELINE UPDATE
A Publication, Structural Efficiency - 12 years ago
Shared By: JAMES MOORE
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General Purpose Data-Driven System Monitoring for Space Operations
A Publication, MARK SCHWABACHER's Collection - 12 years, 1 month ago
Shared By: MARK SCHWABACHER
Modern space propulsion and exploration system designs are becoming increasingly sophisticated and complex. Determining the health state of these systems using traditional methods is becoming ...
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Comparison of Algorithms for Anomaly Detection in Flight Recorder Data of Airline Operations
A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 12 years, 2 months ago
Shared By: Santanu Das
Published at 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSM 17 - 19 September 2012, Indianapolis, Indiana
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PRSEUS LOADSET REPORT-BWB
A Publication, Structural Efficiency - 12 years, 4 months ago
Shared By: JAMES MOORE
Damage Arresting Composites for Shaped Vehicles. PART 25 LOAD SET FOR 4-500K GTOW AIRCRAFT