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Matrix Approach to Perform Dependent Failure Analysis in Compliance with Functional Safety Standards

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1090))

Abstract

The main goal of Functional Safety is to implement accident avoidance, employee safety and machine safety systems. Emerging technologies like Artificial Intelligence (AI), Advanced Driver Assistance System (ADAS), autonomous driving and autonomous industries needs very high computing devices (like SoC) with functional safety implemented. This puts System on Chip (SoC) in critical path of functional safety due to its complex design and low process safety time. Every System on Chip Intellectual property (SoC IP) used in these market segments should be carefully analyzed and comply with automotive standard ISO26262 and industrial standard IEC61508, respectively. FMEDA is one such kind of analysis to identify design failure modes and its detection ability. Another analysis is dependent failure analysis (DFA) which explains SOC IP’s freedom from interference with respect to common cause failures or inactive/disable IPs associated with its design. Multiple authors proposed various ways to carry FMEDA analysis and automation. But best practices for dependent failure analysis and automation are still lacking. In this paper, we proposed a novel approach to perform dependent failure analysis using matrix method in compliance with industry standards. This novel method helps analyst to visualize interaction of IPs and enhances the quality of analysis. A new matrix method is used to execute DFA which gives systematic and attributable analysis.

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References

  1. ISO 26260 Automotive Standards.

    Google Scholar 

  2. IEC 16508 Industry Standards.

    Google Scholar 

  3. Jacob, P. 2015. Failure Analysis and Reliability on System Level. Microelectronics Reliability 55: 2154–2158. (ELSEVIER).

    Article  Google Scholar 

  4. Shibahara, Shinichi. Functional Safety SoC for Autonomous Driving. In 2018 IEEE Custom Integrated Circuits Conference (CICC).

    Google Scholar 

  5. Shaheen, H., G. Boschi, G. Haruthyunyan, and Y. Zorian. 2017. Advanced ECC Solution for Automotive SoCs. In 2017 IEEE 23rd International Symposium on On-Line Testing and Robust System Design (IOLTS).

    Google Scholar 

  6. Bagalini, E., J. Sini, M. Sonza Reorda, M. Violante, H. Klimesch, and P. Sarson. 2017. An Automatic Approach to Perform the Verification of Hardware Designs According to the ISO26262 Functional Safety Standard. In 2017 18th IEEE Latin American Test Symposium (LATS).

    Google Scholar 

  7. Herrin, Stephanie A. 1981. Member IEEE, Maintainability Applications Using the Matrix FMEA Technique. IEEE Transaction on Reliability R-30 (3).

    Google Scholar 

  8. De Rosa, Francesco, Raffaello Cesonib, Stefano Gentac, and Paolo Maggioreb. 2017. Failure Rate Evaluation Method for HW Architecture Derived from Functional Safety Standards (ISO 19014, ISO 25119, IEC 61508). Reliability Engineering and System Safety 165: 124–133. (ELSEVIER).

    Article  Google Scholar 

  9. Stolte, Torben, Rene S. Hosse, Uwe Becker, and Markus Maurer. 2016. On Functional Safety of Vehicle Actuation Systems in the Context of Automated Driving. In IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.

    Google Scholar 

  10. Chen, DeJiu, Nidhal Mahmud, Martin Walker, Lei Feng, Henrik Lonn, and Yiannis Papadopoulos. 2013. Systems Modeling with EAST-ADL for Fault Tree Analysis through HiP-HOPS. In 4th IFAC Workshop on Dependable Control of Discrete Systems The International Federation of Automatic Control Sept 4–6, University of York, York, UK (ELSEVIER).

    Google Scholar 

  11. Kafka, Peter. 2012. The Automotive Standard ISO 26262, The Innovative Driver for Enhanced Safety Assessment & Technology for Motor Cars. In 2012 International Symposium on Safety Science and Technology, Procedia Engineering, vol. 45, 2–10 (ELSEVIER).

    Google Scholar 

  12. Chen, Yuan, Hui Chen, Xiaowen Zhang, and Ping Lai. 2012. Failure Localization and Mechanism Analysis in System-on-Chip (SOC) using Advanced Failure Analysis Techniques. In 2012 International Conference on Electronic Packaging Technology & High Density Packaging, 1348, 2012 IEEE.

    Google Scholar 

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Correspondence to Rangaiah Leburu .

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Prashanth Reddy, G., Leburu, R. (2020). Matrix Approach to Perform Dependent Failure Analysis in Compliance with Functional Safety Standards. In: Raju, K., Govardhan, A., Rani, B., Sridevi, R., Murty, M. (eds) Proceedings of the Third International Conference on Computational Intelligence and Informatics . Advances in Intelligent Systems and Computing, vol 1090. Springer, Singapore. https://doi.org/10.1007/978-981-15-1480-7_10

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