Performability Analysis for Feeding Unit of a Sugar Plant using Particle Swarm Optimization Technique

The present study illustrates the application of the Particle Swarm Optimization technique in a sugar plant for the purpose enhancing the performance in terms of availability of the operational units. After evaluation and analysis of unit performance by applying Markov approach, the algorithm of PSO...

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Veröffentlicht in:International journal of performability engineering 2019, Vol.15 (11), p.2835
Hauptverfasser: Gaurav, Sharma, P.C., Tewari
Format: Artikel
Sprache:eng
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Zusammenfassung:The present study illustrates the application of the Particle Swarm Optimization technique in a sugar plant for the purpose enhancing the performance in terms of availability of the operational units. After evaluation and analysis of unit performance by applying Markov approach, the algorithm of PSO technique is applied to optimize the level of performance. The results of the work reflect the modification of solution using PSO and one can further receive the most advantageous blend of failure rates and repair rates that will be used further by the maintenance department for the design of effective maintenance strategies.
ISSN:0973-1318
DOI:10.23940/ijpe.19.11.p1.28352842