Title :
Optimal safety system performance
Author :
Andrews, John D. ; Pattison, Rachel L.
Author_Institution :
Dept. of Math. Sci., Loughborough Univ. of Technol., UK
Abstract :
This paper investigates the efficiency of a design optimization scheme which is appropriate for systems which require a high likelihood of functioning on demand. Traditional approaches to the design of safety critical systems follows the preliminary design, analysis, appraisal and redesign stages until what is regarded as an acceptable design is achieved. For safety systems whose failure could result in loss of life it is imperative that the best use of the available resources is made and a system which is optimal not just adequate is produced. The methodology presented in the paper retains the commonly used fault tree method to analyse the individual system designs. By the use of house events a single fault tree is constructed to represent the failure causes of each potential design to overcome the time consuming task of constructing a fault tree for each design investigated during the optimization procedure. The final design specification is achieved using a genetic algorithm to perform the optimization with the constraints incorporated by penalising the fitness of infeasible designs. To demonstrate the practicality of the method developed it has been applied to a high integrity protection system (HIPS)
Keywords :
design engineering; fault trees; genetic algorithms; reliability theory; safety systems; design optimization scheme; failure analysis methodology; fault tree method; final design specification; genetic algorithm; high integrity protection system; optimal safety system performance; safety critical systems; Algorithm design and analysis; Appraisal; Constraint optimization; Design optimization; Fault trees; Genetic algorithms; Hip; Protection; Safety; System performance;
Conference_Titel :
Reliability and Maintainability Symposium. 1997 Proceedings, Annual
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3783-2
DOI :
10.1109/RAMS.1997.571668