Statistical verification of the Toyota Powertrain Control Verification Benchmark

Nima Roohi; Yu Wang; Matthew West; Geir E. Dullerud; Mahesh Viswanathan

doi:10.1145/3049797.3049804

Statistical verification of the Toyota Powertrain Control Verification Benchmark

Nima Roohi
, Yu Wang
, Matthew West
, Geir E. Dullerud
, Mahesh Viswanathan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

21 Scopus citations

Abstract

The Toyota Powertrain Control Verification Benchmark has been recently proposed as challenge problems that capture features of realistic automotive designs. In this paper we statistically verify the most complicated of the powertrain control models proposed, that includes features like delayed differential and difference equations, look-up tables, and highly non-linear dynamics, by simulating the C++ code generated from the Simulink^™ model of the design. Our results show that for at least 98% of the possible initial operating conditions the desired properties hold. These are the first verification results for this model, statistical or otherwise.

Original language	English (US)
Title of host publication	HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems
Subtitle of host publication	Computation and Control (part of CPS Week)
Publisher	Association for Computing Machinery, Inc
Pages	65-70
Number of pages	6
ISBN (Electronic)	9781450345903
DOIs	https://doi.org/10.1145/3049797.3049804
State	Published - Apr 13 2017
Externally published	Yes
Event	20th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2017 - Pittsburgh, United States Duration: Apr 18 2017 → Apr 20 2017

Publication series

Name	HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week)

Conference

Conference	20th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2017
Country/Territory	United States
City	Pittsburgh
Period	4/18/17 → 4/20/17

Bibliographical note

Publisher Copyright:
© 2017 ACM.

Publisher link

10.1145/3049797.3049804

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Cite this

Roohi, N., Wang, Y., West, M., Dullerud, G. E., & Viswanathan, M. (2017). Statistical verification of the Toyota Powertrain Control Verification Benchmark. In HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week) (pp. 65-70). (HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week)). Association for Computing Machinery, Inc. https://doi.org/10.1145/3049797.3049804

Statistical verification of the Toyota Powertrain Control Verification Benchmark. / Roohi, Nima; Wang, Yu; West, Matthew et al.
HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week). Association for Computing Machinery, Inc, 2017. p. 65-70 (HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Roohi, N, Wang, Y, West, M, Dullerud, GE & Viswanathan, M 2017, Statistical verification of the Toyota Powertrain Control Verification Benchmark. in HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week). HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week), Association for Computing Machinery, Inc, pp. 65-70, 20th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2017, Pittsburgh, United States, 4/18/17. https://doi.org/10.1145/3049797.3049804

Roohi N, Wang Y, West M, Dullerud GE, Viswanathan M. Statistical verification of the Toyota Powertrain Control Verification Benchmark. In HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week). Association for Computing Machinery, Inc. 2017. p. 65-70. (HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week)). doi: 10.1145/3049797.3049804

Roohi, Nima ; Wang, Yu ; West, Matthew et al. / Statistical verification of the Toyota Powertrain Control Verification Benchmark. HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week). Association for Computing Machinery, Inc, 2017. pp. 65-70 (HSCC 2017 - Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control (part of CPS Week)).

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Statistical verification of the Toyota Powertrain Control Verification Benchmark

Abstract

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