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A probabilistic approach to performance analysis of various subsystems in an Indian sugar plant

Author

Listed:
  • Gaurav Sharma

    (SKIET Kurukshetra)

  • Subhash Malik

    (MMEC, Maharishi Makandeshwar (Deemed to be University))

  • Shakuntla Singla

    (MMEC, Maharishi Makandeshwar (Deemed to be University))

  • Shubham Verma

    (MMEC, Maharishi Makandeshwar (Deemed to be University))

Abstract

The performance analysis of the evaporation and crystallization unit of a sugar plant is explored in the current study. It is an important unit requiring more concentration to increase its performance. The probabilistic approach is used to formulate the transition diagram of the evaporation and crystallization unit. Then, the first-order differential equations are obtained using the mnemonic rule and further solved recursively. The availability model of the concerned unit is obtained at all full and reduced capacity states. The failure and repair rate values are placed into the developed availability model to determine the decision matrices. It gives the availability levels of different subsystems of the concerned unit. The criticalities of subsystems are based on availability levels mentioned in decision matrices to determine the maintenance priorities. It is observed that the evaporator subsystem is most critical in which the availability increased from 0.7260 to 0.8888, i.e. (16.20%). In contrast, the sugar grader is the least crucial subsystem, with availability enhanced from 0.8740 to 0.8893 (i.e., 1.53%). The results show that the evaporator subsystem must be given top priority, and the sugar grader subsystem must be given the least priority from the maintenance outlook.

Suggested Citation

  • Gaurav Sharma & Subhash Malik & Shakuntla Singla & Shubham Verma, 2023. "A probabilistic approach to performance analysis of various subsystems in an Indian sugar plant," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(6), pages 2410-2422, December.
    • Handle: RePEc:spr:ijsaem:v:14:y:2023:i:6:d:10.1007_s13198-023-02089-7
    DOI: 10.1007/s13198-023-02089-7
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    References listed on IDEAS

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    1. Yu, Haiyang & Chu, Chengbin & Châtelet, Ėric & Yalaoui, Farouk, 2007. "Reliability optimization of a redundant system with failure dependencies," Reliability Engineering and System Safety, Elsevier, vol. 92(12), pages 1627-1634.
    2. Nitin Panwar & Sanjeev Kumar, 2021. "Stochastic modelling and performance analysis of feeding unit in paper plant," International Journal of Mathematics in Operational Research, Inderscience Enterprises Ltd, vol. 19(3), pages 302-316.
    3. Wang, Guanjun & Duan, Fengjun & Zhou, Yifan, 2018. "Reliability evaluation of multi-state series systems with performance sharing," Reliability Engineering and System Safety, Elsevier, vol. 173(C), pages 58-63.
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