Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta. ilamrani@asu › wp-content › uploads › 2020...

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IMPACT LAB, CISDE ARIZONA STATE UNIVERSITY. Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta. [email protected]

Transcript of Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta. ilamrani@asu › wp-content › uploads › 2020...

Page 1: Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta. ilamrani@asu › wp-content › uploads › 2020 › ... · Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta. ilamrani@asu.edu. Operational

I M PAC T L AB , C I S D E

AR I Z O N A S TAT E U N I V E R S I T Y.

Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta.

[email protected]

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Operational Safety: Ensuring conformance between the out in the fieldoperation of the AI-enabled CPS and its safe certified behavior.

Traditional Approach

Enabled by Runtime Monitoring and Analysis

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AI-ENABLED CPS MODEL

Hybrid Automaton (HA) Model of

Maneuvering Characteristics Augmentation System (MCAS).

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HA: Hybrid Automata – a formal approach to represent both discrete & continuous behavior of CPS.