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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]
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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]

Page 2: 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
Page 3: 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

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

Page 4: 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

AI-ENABLED CPS MODEL

Hybrid Automaton (HA) Model of

Maneuvering Characteristics Augmentation System (MCAS).

Page 5: 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

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


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