A production queueing-inventory system with two-customer and a server subject to breakdown
A queueing-inventory system where the server is subject to breakdown is examined. The products in inventory are provided by production. Two different types of customers are considered. Each customer type arrives in the system according to a Poisson process with different parameters. There is only on...
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Published in | Annals of operations research Vol. 331; no. 2; pp. 1089 - 1117 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.12.2023
Springer Springer Nature B.V |
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Abstract | A queueing-inventory system where the server is subject to breakdown is examined. The products in inventory are provided by production. Two different types of customers are considered. Each customer type arrives in the system according to a Poisson process with different parameters. There is only one server and the service time follows an exponential distribution. Service may be interrupted randomly due to breakdowns. There may be minor or major breakdowns and after the recovery process, the priority customer class gets service first. The described system is formulated as a level-dependent quasi-birth-death process (LDQBD). The stationarity condition is provided and the steady-state probabilities are calculated. A comprehensive numerical study is presented that examines the sensitivity of the performance measures to the change of system parameters and also investigates the optimal inventory policy according to the considered cost function. |
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AbstractList | A queueing-inventory system where the server is subject to breakdown is examined. The products in inventory are provided by production. Two different types of customers are considered. Each customer type arrives in the system according to a Poisson process with different parameters. There is only one server and the service time follows an exponential distribution. Service may be interrupted randomly due to breakdowns. There may be minor or major breakdowns and after the recovery process, the priority customer class gets service first. The described system is formulated as a level-dependent quasi-birth-death process (LDQBD). The stationarity condition is provided and the steady-state probabilities are calculated. A comprehensive numerical study is presented that examines the sensitivity of the performance measures to the change of system parameters and also investigates the optimal inventory policy according to the considered cost function. |
Audience | Academic |
Author | Ozkar, Serife Kocer, Umay Uzunoglu |
Author_xml | – sequence: 1 givenname: Umay Uzunoglu orcidid: 0000-0001-5044-6236 surname: Kocer fullname: Kocer, Umay Uzunoglu email: umay.uzunoglu@deu.edu.tr organization: Department of Statistics, Dokuz Eylul University – sequence: 2 givenname: Serife surname: Ozkar fullname: Ozkar, Serife organization: Department of International Trade and Logistics, Balikesir University |
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CitedBy_id | crossref_primary_10_1007_s11009_024_10117_7 crossref_primary_10_33889_IJMEMS_2024_9_5_063 crossref_primary_10_1007_s10479_023_05659_x crossref_primary_10_1109_ACCESS_2024_3446965 crossref_primary_10_1016_j_apm_2024_01_018 |
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SubjectTerms | Breakdown Business and Management Combinatorics Cost function Customer services Customers Inventory control Inventory management Markov processes Operations research Operations Research/Decision Theory Original Research Parameter sensitivity Probability Probability distribution Probability distribution functions Queuing theory Random variables Theory of Computation |
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Title | A production queueing-inventory system with two-customer and a server subject to breakdown |
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