Analysis and genetic algorithm optimization of a series system with K-out-of-(n + m): G mixed standby subsystems subject to imperfect switching and elapsed repair time

• Published in: Journal of quality in maintenance engineering Vol. 28; no. 4; pp. 717 - 735
• Main Author: Temraz, Neama
• Format: Journal Article
• Language: English
• Published: Bradford Emerald Publishing Limited 11.10.2022; Emerald Group Publishing Limited
• Subjects: Availability; Cold; Configuration management; Costs; Design optimization; Failure; Failure analysis; Genetic algorithms; Heuristic; Mean time to failure; Optimization; Probability distribution functions; Redundancy; Reliability analysis; Repair time; Subsystems; Switching; Availability; Imperfect switching; Elapsed repair time; Steady-state availability; Mixed standby; Genetic algorithm; Mean time to failure; Series system; Reliability
• ISSN: 1355-2511; 1758-7832
• DOI: 10.1108/JQME-12-2020-0123

PurposeIn this paper, a new general system consisted of l subsystems connected in series is introduced. Each subsystem connected in K-out-of-(n + m): G mixed standby configuration.Design/methodology/approachThe lifetime of the system's units is assumed to be exponentially distributed and there is elapsed repair time with general distribution. The switch in each subsystem is assumed to be imperfect with the failure process follows an exponential distribution. A genetic algorithm is applied to the system to obtain the optimal solution of the system and solve the redundancy allocation problem.FindingsAnalysis of availability, reliability, mean time to failure and steady-state availability of the system is introduced. The measures of the system are discussed in special two cases when the elapsed repair time follows gamma and exponential distribution. An optimization problem with bi-objective functions is introduced to minimize the cost of the system and maximize the reliability function. A numeric application is introduced to show the implementation and effectiveness of the system and redundancy allocation problem.Originality/valueA new general K-out-of-(n + m): G mixed standby model with elapsed repair time and imperfect switching is introduced.