Title :
Developing a model-based software system for prognostics of electronic products and assemblies
Author :
Xie, Jingsong ; Wang, Zi-Li ; Zhang, Jun-Ke ; Wu, Xiao-Zhi ; Guo, Xiao-Qi
Author_Institution :
Dept. of Syst. Eng., Beijing Univ. of Aeronaut. & Astronaut. (BUAA), Beijing, China
Abstract :
The physics of failure (PoF) methodology is a primary approach for prognostics, especially for those of electronic products and assemblies. This paper summarizes the requirements for developing a generic field deployable prognostic software system using the model-based approach. It then proposes an implementation solution to design such a system while meeting those requirements. It in the end shows a preliminary design of the system and presents some results that a prototype of the system delivers. This paper provides a technical framework for developing a model-based prognostic system for electronic products and assemblies.
Keywords :
electronic engineering computing; electronic products; fault diagnosis; electronic product prognostics; generic field deployable prognostic software system; model-based prognostic system; model-based software system; physics-of-failure methodology; Artificial intelligence; Assembly systems; Condition monitoring; Databases; Degradation; Failure analysis; Knowledge engineering; Physics; Predictive models; Software systems;
Conference_Titel :
Prognostics and Health Management Conference, 2010. PHM '10.
Conference_Location :
Macao
Print_ISBN :
978-1-4244-4756-5
Electronic_ISBN :
978-1-4244-4758-9
DOI :
10.1109/PHM.2010.5413512