Sensitivity and performance analysis of a three-unit soft biscuit manufacturing system with two types of repairers

IF 1.6 Q2 ENGINEERING, MULTIDISCIPLINARY International Journal of System Assurance Engineering and Management Pub Date : 2024-07-26 DOI:10.1007/s13198-024-02434-4
Monika, Garima Chopra, Sheetal
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Abstract

The present paper addresses the reliability modeling of a three-unit soft biscuit-making system. The system under consideration consists of three units, namely the mixer, depositor, and oven. Depositor and oven are connected through the same conveyor belt, so if there is a failure in either of them then another will be in a down state. On the other hand, the mixer works as a separate unit that provides feed to the depositor. However, the mixer can also be in a down state if the failures of either depositor or oven are not repaired within the stipulated time. Two repair personnel are appointed to handle the failures associated with the units. The system is assessed by employing the semi-Markov process and regenerative point technique. Additionally, relevant measures of system effectiveness are derived, accompanied by a comprehensive sensitivity analysis to assess the impact of various parameters on the system’s performance. Graphical representations are employed to visually analyze the influence of these parameters on the system’s overall efficiency.

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有两类维修人员的三单元软饼干生产系统的敏感性和性能分析
本文探讨了三单元软饼干制作系统的可靠性建模问题。所考虑的系统由三个单元组成,即搅拌机、贮存器和烤箱。贮存器和烤箱通过同一条传送带相连,因此如果其中任何一个单元出现故障,另一个单元也将处于停机状态。另一方面,混合器作为一个单独的单元工作,为贮存器提供进料。但是,如果在规定的时间内没有修复贮存器或烘箱的故障,混合器也会处于停机状态。指定两名维修人员负责处理与设备相关的故障。采用半马尔可夫过程和再生点技术对系统进行评估。此外,还得出了系统有效性的相关指标,并进行了全面的敏感性分析,以评估各种参数对系统性能的影响。采用图形表示法直观地分析了这些参数对系统整体效率的影响。
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来源期刊
CiteScore
4.30
自引率
10.00%
发文量
252
期刊介绍: This Journal is established with a view to cater to increased awareness for high quality research in the seamless integration of heterogeneous technologies to formulate bankable solutions to the emergent complex engineering problems. Assurance engineering could be thought of as relating to the provision of higher confidence in the reliable and secure implementation of a system’s critical characteristic features through the espousal of a holistic approach by using a wide variety of cross disciplinary tools and techniques. Successful realization of sustainable and dependable products, systems and services involves an extensive adoption of Reliability, Quality, Safety and Risk related procedures for achieving high assurancelevels of performance; also pivotal are the management issues related to risk and uncertainty that govern the practical constraints encountered in their deployment. It is our intention to provide a platform for the modeling and analysis of large engineering systems, among the other aforementioned allied goals of systems assurance engineering, leading to the enforcement of performance enhancement measures. Achieving a fine balance between theory and practice is the primary focus. The Journal only publishes high quality papers that have passed the rigorous peer review procedure of an archival scientific Journal. The aim is an increasing number of submissions, wide circulation and a high impact factor.
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