Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology
The response surface method, which has not been applied in the field of logistics, is used to study the express storage and distribution system. The goal is to find out the key factors affecting “customer satisfaction” and “warehouse explosion” and determine the optimal parameters to minimize the op...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
|
| Series: | Advances in Civil Engineering |
| Online Access: | http://dx.doi.org/10.1155/2021/8723017 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832548535675912192 |
|---|---|
| author | Nan Zhao Maochun Wang |
| author_facet | Nan Zhao Maochun Wang |
| author_sort | Nan Zhao |
| collection | DOAJ |
| description | The response surface method, which has not been applied in the field of logistics, is used to study the express storage and distribution system. The goal is to find out the key factors affecting “customer satisfaction” and “warehouse explosion” and determine the optimal parameters to minimize the operation time and congestion rate of the system. The Box–Behnken response surface method is used to optimize the factors such as sorting speed, distribution speed, sorting temporary storage capacity, and distribution temporary storage capacity in the system, and the logistics simulation software is used to verify the experiment. The predicted value is in good agreement with the measured value. The optimal parameters are sorting speed of 0.002 D/PCS, distribution speed of 31 M/D, sorting temporary storage capacity of 502PCS, and distribution temporary storage capacity of 222PCS. It shows that the response surface method is feasible to optimize the parameters of express storage and distribution system and is helpful to further improve the logistics express service level. |
| format | Article |
| id | doaj-art-4b8f5cf3c39d48d5acf15f12cd220a41 |
| institution | Kabale University |
| issn | 1687-8086 1687-8094 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Civil Engineering |
| spelling | doaj-art-4b8f5cf3c39d48d5acf15f12cd220a412025-02-03T06:13:45ZengWileyAdvances in Civil Engineering1687-80861687-80942021-01-01202110.1155/2021/87230178723017Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface MethodologyNan Zhao0Maochun Wang1School of Management, Guizhou University, Guiyang, Guizhou 550000, ChinaSchool of Management, Guizhou University, Guiyang, Guizhou 550000, ChinaThe response surface method, which has not been applied in the field of logistics, is used to study the express storage and distribution system. The goal is to find out the key factors affecting “customer satisfaction” and “warehouse explosion” and determine the optimal parameters to minimize the operation time and congestion rate of the system. The Box–Behnken response surface method is used to optimize the factors such as sorting speed, distribution speed, sorting temporary storage capacity, and distribution temporary storage capacity in the system, and the logistics simulation software is used to verify the experiment. The predicted value is in good agreement with the measured value. The optimal parameters are sorting speed of 0.002 D/PCS, distribution speed of 31 M/D, sorting temporary storage capacity of 502PCS, and distribution temporary storage capacity of 222PCS. It shows that the response surface method is feasible to optimize the parameters of express storage and distribution system and is helpful to further improve the logistics express service level.http://dx.doi.org/10.1155/2021/8723017 |
| spellingShingle | Nan Zhao Maochun Wang Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology Advances in Civil Engineering |
| title | Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology |
| title_full | Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology |
| title_fullStr | Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology |
| title_full_unstemmed | Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology |
| title_short | Research on Parameter Optimization of the Express Warehousing and Distribution System Based on the Box–Behnken Response Surface Methodology |
| title_sort | research on parameter optimization of the express warehousing and distribution system based on the box behnken response surface methodology |
| url | http://dx.doi.org/10.1155/2021/8723017 |
| work_keys_str_mv | AT nanzhao researchonparameteroptimizationoftheexpresswarehousinganddistributionsystembasedontheboxbehnkenresponsesurfacemethodology AT maochunwang researchonparameteroptimizationoftheexpresswarehousinganddistributionsystembasedontheboxbehnkenresponsesurfacemethodology |