Abstract
The insertion of communication networks in closed-loop of digital control systems makes the system synthesis and analysis complex. In this paper, we consider the combination of classical reliability, risk and safety evaluation with typical control system through digital networked control systems. The main purpose is to study the influence of transmission delays and packet dropouts on the reliability of digital networked control systems by using a modified statistical method-Monte Carlo simulation. The behaviors of two types of fault are modelled by different statistical distribution. The control strategies we apply for digital control systems are Proportion Integration Differentiation control strategies, generated by Genetic Algorithm. In terms of a realistic system model, we evaluate and compare the influences on the reliability of digital networked control systems with different control strategies from quantitative aspect. Numerical examples are presented to illustrate the effectiveness and correctness of the approach. © 2013 IEEE.
Original language | English |
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Title of host publication | Proceedings - 2013 Chinese Automation Congress, CAC 2013 |
Publisher | IEEE Computer Society |
Pages | 187-192 |
DOIs | |
Publication status | Published - 2013 |
Event | 2013 Chinese Automation Congress, CAC 2013 - Changsha, China Duration: 7 Nov 2013 → 8 Nov 2013 |
Conference
Conference | 2013 Chinese Automation Congress, CAC 2013 |
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Country/Territory | China |
City | Changsha |
Period | 7/11/13 → 8/11/13 |
Research Keywords
- digital networked control systems
- Montel Carlo simulation
- packet dropouts
- reliability
- transmission delays