Study on the estimation of blocking rate in wide-aisle picking system
- 46 Downloads
This study focused on the influencing factors for a wide-aisle order picking system and found that the blocking time ratio is influenced by the picking density and number of picking faces. Under the condition of a one-to-one ratio between the picking and walking speeds, we construct a discrete-time Markov state transition probability matrix. We studied the steady state of the matrix, therein analysing the relationships among the blocking time ratio, pick density and number of picking faces, and we determined the extreme point of the blocking time ratio. The research results can provide reference for picking strategy selection and represent the theoretical basis of random process application research on logistics operation systems.
KeywordsOrder picking Markov chain State transition matrix Wide aisle Blocking
The study is supported by the National Nature Science Foundation of China “Research on the warehouse picking system blocking influence factors and combined control strategy” (No. 71501015), and Beijing the Great Wall scholars programme (No. CIT & TCD20170317), and the Beijing Collaborative Innovation Center.
Compliance with ethical standards
Conflict of interest
All authors declare that they have no conflict of interest.
This article does not contain any studies with human participants or animals performed by any of the authors.
- Chen MH, Chen SH, Chang PC (2015) Imperial competitive algorithm with policy learning for the traveling salesman problem. Soft Comput 21(7):18631875Google Scholar
- Tompkins JA, White JA, Bozer YA, Tanchoco JMA (2010) Facilities planning. Wiley, HobokenGoogle Scholar
- Zhou L, Chen S, Zhu J, Zhu L (2016) The study on blocking rate in narrow aisle and multiple picking system under equal picking and walking speed. J Residuals Sci Technol 13(6):293.1–293.6Google Scholar