Abstract
The goal of this paper is to provide a holistic overview and identify challenges of reliability modeling in Cyber-Physical Systems (CPS). Cyber-physical systems are complex systems that incorporate three paradigms of different natures: hardware, software and humans. Each of the paradigms raises its specific challenges and instills its own types of faults and failures that occur following their specific patterns. Therefore, each of the paradigms requires different reliability modeling approaches, and, moreover, all modeling approaches need to be combined. This combination can enable development of a holistic CPS reliability modeling approach. In this paper, we present the specificities of reliability and fault modeling for all three paradigms that comprise CPS: hardware, software and humans, and discuss the challenges related to their combination for providing a holistic approach to CPS reliability modeling.
| Original language | English |
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| Title of host publication | 2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2017 - Held as part of CPS Week, Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781509064397 |
| DOIs | |
| Publication status | Published - Oct 10 2017 |
| Externally published | Yes |
| Event | 2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2017 - Pittsburgh, United States Duration: Apr 21 2017 → … |
Other
| Other | 2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2017 |
|---|---|
| Country/Territory | United States |
| City | Pittsburgh |
| Period | 4/21/17 → … |
Keywords
- challenges
- cyber-physical systems
- human factor
- overview
- reliability
ASJC Scopus subject areas
- Artificial Intelligence
- Energy Engineering and Power Technology
- Computer Networks and Communications
- Modelling and Simulation