본문 바로가기
KERD
논문KCI 등재

Establishing Optimal Service Cutoff Times for an Order Fulfillment System

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류경영학

초록

We develop a steady state sojourn time distribution for orders arriving at an order fulfillment system, given information about the order stream and processing times for workstations. Our work focuses on calculating the sojourn time distribution of an open queuing network with feedback requiring the re-processing of defective orders. With the sojourn time distribution in hand, we can easily calculate the time at which the marginal revenue for an order equals the marginal cost, which then establishes the cutoff time having the highest profit for the firm. We show how an order fulfillment firm might use such an approximation to establish a profit-maximizing cutoff time for promised, premium shipping.

Abstract

We develop a steady state sojourn time distribution for orders arriving at an order fulfillment system, given information about the order stream and processing times for workstations. Our work focuses on calculating the sojourn time distribution of an open queuing network with feedback requiring the re-processing of defective orders. With the sojourn time distribution in hand, we can easily calculate the time at which the marginal revenue for an order equals the marginal cost, which then establishes the cutoff time having the highest profit for the firm. We show how an order fulfillment firm might use such an approximation to establish a profit-maximizing cutoff time for promised, premium shipping.

참고문헌 (28)

  1. Asmussen S., "Calculation of the steady-state waiting time distribution in GI", PH, PH, pp.c queues, Queueing Systems[DOI]
  2. Asmussen S., "Representations for matrix-geometric and matrix-exponential steady-state distributions with applications to many-server queues", Communications in Statistics. Stochastic Models, 14(1-2), pp.369~387 (1998)
  3. Balcioğiu, B., "On the use of phase-type distributions for inventory management with supply disruptions", Applied Stochastic Models in Business and Industry, 27(6), pp.660~675 (2011)
  4. 최경환, "A Roots Method in GI", PH, Industrial Engineering & Management Systems, pp.2013, 12(3)[DOI]
  5. C. Sreenivasan, "MAP", PH, Applied Mathematical Modelling, pp.2013, 37(6)[DOI]
  6. Cui, Ruomeng, "Sooner or later? promising delivery speed in online retail", ~ (2020)
  7. ErdemÇeven, "Optimal wave release times for order fulfillment systems with deadlines", Transportation Science, pp.52~66 (2017)
  8. Fisher, Marshall L, "Ghe value of rapid delivery in omnichannel retailing", Journal of Marketing Research, 56(5), pp.732~748 (2019)
  9. Fong-fan Wang, "A generic modeling framework for queueing-inventory systems with a single removable server", Journal of the Chinese Institute of Industrial Engineers, 29(1), pp.1~15 (2012)
  10. Hendrik Baumann, "Multi-server tandem queue with Markovian arrival process, phase-type service times, and finite buffers", European Journal of Operational Research, 256(1), pp.187~195 (2017)
  11. He, Q. -M., "Performance analysis of an inventory-production system with shipment consolidation in the production facility", Performance Evaluation, 70(9), pp.623~638 (2013)
  12. HsingLuh, "PH", PH, International Journal of Operations Research, pp.2005, 2(2)[DOI]
  13. Jae Uck You, "An approximation method for sojourn time distributions in telecommunication networks", IEEE International Conference on Communications, 3, pp.1473~1477 (1998)
  14. 함중현, "지연배송 보상비용을 고려한 빠른배송과 일반배송 서비스의 가격 및 보장된 배송시간 결정", 한국SCM학회지, 9(2), pp.99~110 (2009), 한국SCM학회
  15. Kenneth Howard Doerr, "A performance metric and goal setting procedure for deadline-oriented processes", Production and Operations Management, 22(3), pp.726~738 (2013)
  16. Kevin R. Gue, "Predicting departure times in multi-stage queueing systems", Computers & Operations Research, 39, pp.1734~1744 (2012)
  17. Kevin R. Gue, "An approximation model for sojourn time distributions in acyclic multi-server queueing networks", Computers & Operations Research, 63, pp.46~55 (2015)
  18. Krishnamoorthy, A., "Numerical investigation of a PH", PH, Neutral Parallel and Scientific Computations, pp.2008, 16[DOI]
  19. Kut C. So, "Price, delivery time guarantees and capacity selection", European Journal of Operational Research, 111(1), pp.28~49 (1998)
  20. Slow and sure, or fast and furious? an empirical study about omnichannel demand sensitivity to fulfillment lead time, "Lim, Stanley", SMU Cox School of Business, ~ (2021)
  21. NeutsMF., "Matrix-geometric solutions in stochastic models : an algorithmic approach" (1981), Johns Hopkins University Press
  22. Palaka K., "Lead-time setting, capacity utilization, and pricing decisions under lead-time dependent demand", IIE transactions, 30(2), pp.151~163 (1998)
  23. Wang, F. F., "A generic modeling framework for queueing-inventory system with a single removable server", Journal of the Chinese Institute of Industrial Engineers, 29(1), pp.1~15 (2012)
  24. Xu, X., "Analysis of fluid model modulated by an M", PH, Journal of Systems Science and Systems Engineering, pp.2019, 28(2)[DOI]
  25. Yoon B. S., "An approximation method for sojourn time distributions in general queueing networks", Journal of the Korean Operations Research and Management Science Society, 19(3), pp.93~109 (1994)
  26. You JU., "Performance evaluation using an approximation method for sojourn time distributions in an IN", ISDN signaling platform, 2002, pp.25, 1283~1296
  27. You, Jae Uck, "Analysis of Delay Characteristics in Intelligent Networks", Ph.D, pp.2003
  28. You, I., "The spare level decision model of the multi-stage maintenance system", Korean Journal of Logistics, 19(2), pp.5~21 (2011)

관련 논문AI추천

이 간행물의 다른 논문 (3건)