Title :
A Simple Model for the Reliability of an Infrastructure System Controlled by Agents
Author :
Carreras, B.A. ; Newman, D.E. ; Dobson, I. ; Zeidenberg, M.
Author_Institution :
BACV Solutions, Oak Ridge, TN
Abstract :
A simple dynamic model of agent operation of an infrastructure system is presented. This system evolves over a long time scale by a daily increase in consumer demand that raises the overall load on the system and an engineering response to failures that involves upgrading of the components. The system is controlled by adjusting the upgrading rate of the components and the replacement time of the components. Two agents operate the system. Their behavior is characterized by their risk-averse and risk-taking attitudes while operating the system, their response to large events, and the effect of learning time on adapting to new conditions. A risk-averse operation causes a reduction in the frequency of failures and in the number of failures per unit time. However, risk aversion brings an increase in the probability of extreme events.
Keywords :
customer satisfaction; operations research; reliability theory; risk analysis; agent operation; consumer demand; infrastructure system; reliability; risk-averse attitudes; risk-taking attitudes; Control system synthesis;
Conference_Titel :
System Sciences, 2009. HICSS '09. 42nd Hawaii International Conference on
Conference_Location :
Big Island, HI
Print_ISBN :
978-0-7695-3450-3
DOI :
10.1109/HICSS.2009.37