Prognostics CoE Publications

Model-based prognostics for batteries which estimates useful life and uses a probability density function

Other, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

This invention develops a mathematical model to describe battery behavior during individual discharge cycles as well as over its cycle life. The basis for the ...

An Integrated Approach to Battery Health Monitoring using Bayesian Regression, Classification and State Estimation

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

The application of the Bayesian theory of managing uncertainty and complexity to regression and classification in the form of Relevance Vector Machine (RVM), and to ...

A Bayesian Framework for Remaining Useful Life Estimation

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

The estimation of remaining useful life (RUL) of a faulty component is at the center of system prognostics and health management. It gives operators a ...

Health-Management Driven Control Reconfiguration Approach for Flight Vehicles

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

A prognostic system makes it possible to anticipate loss of functionality before it occurs with sufficient lead time to take actions that mitigate the impact ...

Prognostics in the Control Loop

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

The term Automated Contingency Management (ACM) has been used to describe intelligent systems capable of mission re-planning and control reconfiguration in the presence of a ...

A Survey of Artificial Intelligence for Prognostics

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

Integrated Systems Health Management includes as key elements fault detection, fault diagnostics, and failure prognostics. Whereas fault detection and diagnostics have been the subject of ...

Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques

A Publication, Prognostics CoE Publications - 11 years, 4 months ago

Shared By: Miryam Strautkalns

Uncertainty management has always been the key hurdle faced by diagnostics and prognostics algorithms. A Bayesian treatment of this problem provides an elegant and theoretically ...