Title :
A Hardware Accelerated Semi Analytic Approach for Fault Trees with Repairable Components
Author :
Kara-zaitri, Chakib ; Ever, Enver
Author_Institution :
Sch. of Eng., Design & Technol., Univ. of Bradford Bradford, Bradford
Abstract :
Fault tree analysis of complex systems with repairable components can easily be quite complicated and usually requires significant computer time and power despite significant simplifications. Invariably, software-based solutions, particularly those involving Monte Carlo simulation methods, have been used in practice to compute the top event probability. However, these methods require significant computer power and time. In this paper, a hardware-based solution is presented for solving fault trees. The methodology developed uses a new semi analytic approach embedded in a Field Programmable Gate Array (FPGA) using accelerators. Unlike previous attempts, the methodology developed properly handles repairable components in fault trees. Results from a specially written software-based simulation program confirm the accuracy and validate the efficacy of the hardware-oriented approach.
Keywords :
Monte Carlo methods; digital simulation; fault trees; field programmable gate arrays; Monte Carlo simulation; fault trees; field programmable gate array; hardware accelerated semianalytic approach; software-based simulation program; Acceleration; Circuit faults; Computational modeling; Electronic design automation and methodology; Fault trees; Field programmable gate arrays; Hardware; Integrated circuit modeling; Monte Carlo methods; Software tools; FPGAs; Fault Trees; Monte Carlo Simulation;
Conference_Titel :
Computer Modelling and Simulation, 2009. UKSIM '09. 11th International Conference on
Conference_Location :
Cambridge
Print_ISBN :
978-1-4244-3771-9
Electronic_ISBN :
978-0-7695-3593-7
DOI :
10.1109/UKSIM.2009.83