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Course Detail

Course Name Cyber Physical Systems
Course Code 18PR715
Program M. Tech. in Power & Energy Engineering(Smart Grids & Electric Vehicles)
Year Taught 2018

Syllabus

Course Syllabus

Cyber-Physical Systems (CPS) in the real world, Basic principles of design and validation of CPS

CPS HW platforms: Processors, Sensors, Actuators, CPS Network, CPS SW stack RTOS, Scheduling Real Time control tasks.

Principles of Automated Control Design: Dynamical Systems and Stability, Controller Design Techniques.

Stability Analysis: CLFs, MLFs, stability under slow switching, Performance under Packet drop and Noise.

CPS: From features to software components, Mapping software components to ECUs, CPS Performance Analysis : effect of scheduling, bus latency, sense and actuation faults on control performance, network congestion

Formal Methods for Safety Assurance of Cyber-Physical Systems: Advanced Automata based modelling and analysis: Basic introduction and examples ,Timed and Hybrid Automata, Definition of trajectories, zenoness, Formal Analysis: Flow pipe construction, reachability analysis, Analysis of CPS Software, Weakest Pre-conditions, Bounded Model checking

Hybrid Automata Modelling: Flowpipe construction using Flowstar, SpaceX and Phaver tools, CPS SW Verification: Frama-C, CBMC,

Secure Deployment of CPS: Attack models, Secure Task mapping and Partitioning, State estimation for attack detection, Automotive

Case study: Vehicle ABS hacking, Power Distribution

Case study: Attacks on Smart grid.

Text Books / References

  • E. A. Lee and S. A. Seshia, “Introduction to Embedded Systems: A Cyber-Physical Systems Approach”, 2011.
  • R. Alur, “Principles of Cyber-Physical Systems,” MIT Press, 2015.
  • T. D. Lewis “Network Science: Theory and Applications”, Wiley, 2009.
  • P. Tabuada, “Verification and control of hybrid systems: a symbolic approach”, Springer-Verlag 2009.
  • C. Cassandras, S. Lafortune, “Introduction to Discrete Event Systems”, Springer 2007.
  • Constance Heitmeyer and Dino Mandrioli, “Formal methods for real-time computing”, Wiley publisher, 1996.

Resources

‘Cyber Physical Systems’ is a course offered in the M. Tech. in Power & Energy Engineering program at School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri campus.

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