A Novel Perspective on Reliable System Design With Erlang Failures and Realistic Constraints for Incomplete Switching Mechanisms

نویسندگان

چکیده

This study focuses on effectively designing reliable systems. Such systems are capable of withstanding failure events by applying multiple realistic workarounds. These workarounds include allocating redundancy, component reliability, and backup strategy that considered concurrently as decision variables. In this novel view, the reliability components determined freely independently to achieve optimality. The research problem is implemented in a general case audit capabilities proposed approach situations. deploys an Erlang time-to-failure probability density function together with incomplete switching. With its improved resource functions, model challenges existing presumption regarding superiority cold-standby mentioned field provides trade-off between different redundancy strategies. practical view reflects cost, weight, volume switch, simultaneously. findings revealed joint reliability-redundancy allocation problem, added freedom choice, outperforms pure counterpart. Owing NP-hard nature simplified particle swarm optimization algorithm suggested utilized solution method. performance assessed using benchmark instances including some typical problems from literature. Our numerical analysis demonstrates our maximum possible index reaching up %96 compared results past works. Furthermore, selected differential evolution algorithm. We show performs considerably better all tested scenarios.

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ژورنال

عنوان ژورنال: IEEE Access

سال: 2023

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2023.3280448