Prognostics Performance Evaluation

Other, Abhinav Saxena's Collection - 14 years, 6 months ago

Shared By: Abhinav Saxena

This is the first version of the performance evaluation tool. Evaluation is based on point estimates of the RUL predictions. a more detailed documentation will ...

Probabilistic Model-Based Diagnosis for Electrical Power Systems

A Publication, Ole Mengshoel's Collection - 14 years, 6 months ago

Shared By: Ole Mengshoel

We present in this article a case study of the probabilistic approach to model-based diagnosis. Here, the diagnosed system is a real-world electrical power system, ...

Developing Large-Scale Bayesian Networks by Composition

A Publication, Ole Mengshoel's Collection - 14 years, 6 months ago

Shared By: Ole Mengshoel

In this paper, we investigate the use of Bayesian networks to construct large-scale diagnostic systems. In particular, we consider the development of large-scale Bayesian networks ...

The ProADAPT System in the 2009 Diagnostic Challenge Competition

A Publication, Ole Mengshoel's Collection - 14 years, 6 months ago

Shared By: Ole Mengshoel

Reliable systems health management is an important research area of NASA. A health management system that can accurately and quickly diagnose faults in various on-board ...

Fault Tolerance, Diagnostics, and Prognostics in Aircraft Flight

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

Abstract In modern fighter aircraft with statically unstable airframe designs, the flight control system is considered flight critical, i.e. the aircraft will encounter a catastrophic ...

Health Monitoring and Prognostics for Computer Servers

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

Abstract Prognostics solutions for mission critical systems require a comprehensive methodology for proactively detecting and isolating failures, recommending and guiding condition-based maintenance actions, and estimating ...

Identification of Spatial Fault Patterns in Semiconductor Wafers

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

Abstract The semiconductor industry is constantly searching for new ways to increase the rate of both process development and yield learning. As more data is ...

Tracking Filters for Estimation of Jet Engine Deterioration

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

This presentation will review the use of knowledge management in the development and support of Condition Based Maintenance (CBM) systems for complex systems with particular ...

Knowledge Management for Large Scale Condition Based Maintenance

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

This presentation will review the use of knowledge management in the development and support of Condition Based Maintenance (CBM) systems for complex systems with particular ...

Integrated Fault Diagnostics of Networks and IT Systems

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

The lecture of the Stanford-IVHM lecture series will give an overview of the approaches in building diagnostic solutions for networks and complex systems. The conventional ...

IVHM Integrity Assurance

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

Integrity Assurance methods for Integrated Vehicle Health Management

ISWHM: Tools and Techniques

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

ISWHM: Tools and Techniques for Software and System Health Management

Assurance for Complex Systems

Other, Elizabeth Foughty's Collection - 14 years, 6 months ago

Shared By: Elizabeth Foughty

Presentation given by SRI NRA winners on Verification and Validation for Complex Systems.

Making Predictions using Large Scale Gaussian Processes

Other, Ashok Srivastava's Collection - 11 years, 2 months ago

Shared By: Ashok Srivastava

One of the key problems that arises in many areas is to estimate a potentially nonlinear function given input and output samples so that . ...