Journal
COMPUTERS & INDUSTRIAL ENGINEERING
Volume 156, Issue -, Pages -Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cie.2021.107239
Keywords
Changeover time; Sojourn time; Spectral expansion method; Working breakdown; Working vacation
Funding
- Ministry of Science and Technology, Taiwan [MOST 108-2221-E-141-001-MY2]
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This study examines a Markovian queue system where the server may experience breakdowns and vacations while serving customers, with service rates varying accordingly. Closed-form solutions for steady-state probabilities are found using the spectral expansion method, and various performance measures of the system are developed. The Laplace-Stieltjes transform of sojourn time for customers is also derived, along with numerical examples demonstrating the impact of system parameters on performance measures and expected sojourn time.
The current study considers a Markovian queue, where the server is subject to breakdowns while providing service to customers. During a breakdown period, the server lowers the service rate, rather than completely halting services provision. When there are no customers in the system, the server leaves for a vacation. Upon return from a vacation, if the server finds no customers in the system, the server leaves for another vacation; however, if the server from a vacation to find at least one customer waiting in the queue, the server will serve customers immediately. During a vacation period, the server serves customers at a different service rate and does not stop working. Service times during normal, breakdown and vacation periods follow exponential distributions. For such a system, to find the closed-form solutions for the steady-state probabilities, we employ the spectral expansion method. Several performance measures of the system are developed. We additionally derive the Laplace-Stieltjes transform of the sojourn time of an arbitrary customer and obtain the expected sojourn time. Furthermore, we provide numerical examples to illustrate the effects of various system parameters on performance measures and the expected sojourn time.
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