A Polling-Based Dynamic Order-Picking System considering Priority Orders

Nowadays, how to offer extremely fast response to customer orders has become a major challenge for warehouse management, especially in e-commerce. Due to the time urgency aspect of some “VIP” orders that need priority processing, one of the most important issues for logistics distribution centres is...

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Main Authors: Wenxue Ran, Sen Liu, Zhe Zhang
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/4595316
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spelling doaj-8f074a82c12e449abedf66a69c12b5812020-11-25T03:22:00ZengHindawi-WileyComplexity1076-27871099-05262020-01-01202010.1155/2020/45953164595316A Polling-Based Dynamic Order-Picking System considering Priority OrdersWenxue Ran0Sen Liu1Zhe Zhang2School of Logistics, Yunnan University of Finance and Economics, Kunming 650221, ChinaSchool of Logistics, Yunnan University of Finance and Economics, Kunming 650221, ChinaSchool of Economics and Management, Nanjing University of Science & Technology, Nanjing 210094, ChinaNowadays, how to offer extremely fast response to customer orders has become a major challenge for warehouse management, especially in e-commerce. Due to the time urgency aspect of some “VIP” orders that need priority processing, one of the most important issues for logistics distribution centres is how to improve the VIP order-picking priority without reducing the common order-picking efficiency. With this consideration, this article put forward a new priority polling model to describe and analyse this problem. We divide orders into priority and common categories according to their time urgency. A mathematical model is established for such a system by applying polling theory, a probability generating function, and an embedded Markov chain. Numerical analysis shows that this priority polling-based picking system can improve the picking efficiency and is well suited to practical operations.http://dx.doi.org/10.1155/2020/4595316
collection DOAJ
language English
format Article
sources DOAJ
author Wenxue Ran
Sen Liu
Zhe Zhang
spellingShingle Wenxue Ran
Sen Liu
Zhe Zhang
A Polling-Based Dynamic Order-Picking System considering Priority Orders
Complexity
author_facet Wenxue Ran
Sen Liu
Zhe Zhang
author_sort Wenxue Ran
title A Polling-Based Dynamic Order-Picking System considering Priority Orders
title_short A Polling-Based Dynamic Order-Picking System considering Priority Orders
title_full A Polling-Based Dynamic Order-Picking System considering Priority Orders
title_fullStr A Polling-Based Dynamic Order-Picking System considering Priority Orders
title_full_unstemmed A Polling-Based Dynamic Order-Picking System considering Priority Orders
title_sort polling-based dynamic order-picking system considering priority orders
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2020-01-01
description Nowadays, how to offer extremely fast response to customer orders has become a major challenge for warehouse management, especially in e-commerce. Due to the time urgency aspect of some “VIP” orders that need priority processing, one of the most important issues for logistics distribution centres is how to improve the VIP order-picking priority without reducing the common order-picking efficiency. With this consideration, this article put forward a new priority polling model to describe and analyse this problem. We divide orders into priority and common categories according to their time urgency. A mathematical model is established for such a system by applying polling theory, a probability generating function, and an embedded Markov chain. Numerical analysis shows that this priority polling-based picking system can improve the picking efficiency and is well suited to practical operations.
url http://dx.doi.org/10.1155/2020/4595316
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