-
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 ...
-
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 ...
-
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 ...
-
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. ...
-
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 ...
-
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 ...
-
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 ...
-
Model-based Prognostics with Fixed-lag Particle Filters
A Publication, Prognostics CoE Publications - 12 years, 2 months ago
Shared By: Matthew Daigle
Model-based prognostics exploits domain knowledge of the system, its components, and how they fail by casting the underlying physical phenomena in a physics-based model that ...
= This resource has been added from a different project. Clicking on them will take you to the project the resource comes from.
= This resource is part of a restricted project.