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Reliability prediction of semiconductor devices using modified physics of failure approach
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.ORCID iD: 0000-0002-1938-0985
Stord/Haugesund University College, Haugesund.
Bhabha Atomic Research Centre, Trombay, Mumbai.
Bhabha Atomic Research Centre, Trombay, Mumbai.
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2013 (English)In: International Journal of Systems Assurance Engineering and Management, ISSN 0975-6809, E-ISSN 0976-4348, Vol. 4, no 1, 33-47 p.Article in journal (Refereed) Published
Abstract [en]

Traditional approaches like MIL-HDBK, Telcordia, and PRISM etc. have limitation in accurately predicting the reliability due to advancement in technology, process, materials etc. As predicting the reliability is the major concern in the field of electronics, physics of failure approach gained considerable importance as it involves investigating the root-cause which further helps in reliability growth by redesigning the structure, changing the parameters at manufacturer level and modifying the items at circuit level. On the other hand, probability and statistics methods provide quantitative data with reliability indices from testing by experimentation and by simulations. In this paper, qualitative data from PoF approach and quantitative data from the statistical analysis is combined to form a modified physics of failure approach. This methodology overcomes some of the challenges faced by PoF approach as it involves detailed analysis of stress factors, data modeling and prediction. A decision support system is added to this approach to choose the best option from different failure data models, failure mechanisms, failure criteria and other factors.

Place, publisher, year, edition, pages
2013. Vol. 4, no 1, 33-47 p.
National Category
Other Civil Engineering
Research subject
Operation and Maintenance
Identifiers
URN: urn:nbn:se:ltu:diva-13439DOI: 10.1007/s13198-013-0146-9Local ID: ca91cde5-dea8-492d-b6a7-44e66ca874c1OAI: oai:DiVA.org:ltu-13439DiVA: diva2:986392
Note
Validerad; 2013; 20130312 (aditha)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2017-11-24Bibliographically approved

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