Simulation based performance analysis of an autonomous vehicle storage and retrieval system

被引:57
作者
Ekren, Banu Y. [2 ]
Heragu, Sunderesh S. [1 ]
机构
[1] Univ Louisville, Dept Ind Engn, Louisville, KY 40292 USA
[2] Pamukkale Univ, Dept Ind Engn, TR-20070 Kinikli, Denizli, Turkey
基金
美国国家科学基金会;
关键词
AVS/RS; Storage/retrieval system; Simulation; Performance analysis;
D O I
10.1016/j.simpat.2011.02.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, simulation based performance analysis of an autonomous vehicle storage and retrieval system (AVS/RS) is presented. AVS/RS represents relatively a new system for automated unit-load (UL) storage based on autonomous vehicle (AV) technology. This new system consists of AVs, lifts and storage racks. It is implemented at scores of facilities in Europe. The aim of this study is to find out near optimum values for number of AVs and lifts in the system that result in high performance under various pre-defined storage rack configuration scenarios. The storage rack of the system is defined in terms of number of aisles, bays and tiers. We consider seven rack configuration scenarios, ten and nine vehicles per zone and two arrival rates - 450 and 500 pallets/h. The performance measures considered are: average cycle time of storage and retrieval transactions, average utilizations of AVs and lifts. The simulation model of the system is developed using ARENA 12.0, a commercial software. We find that having a large number of lifts (zones) and a large footprint yield better performance. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1640 / 1650
页数:11
相关论文
共 12 条
[1]   Simulation based experimental design to identify factors affecting performance of AVS/RS [J].
Ekren, Banu Y. ;
Heragu, Sunderesh S. ;
Krishnamurthy, Ananth ;
Malmborg, Charles J. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2010, 58 (01) :175-185
[2]   Performance evaluation of AVS/RS under various design scenarios: a case study [J].
Ekren, Banu Yetkin .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 55 (9-12) :1253-1261
[3]   Simulation-based regression analysis for the rack configuration of an autonomous vehicle storage and retrieval system [J].
Ekren, Banu Yetkin ;
Heragu, Sunderesh S. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (21) :6257-6274
[4]   An efficient cycle time model for autonomous vehicle storage and retrieval systems [J].
Fukunari, M. ;
Malmborg, C. J. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (12) :3167-3184
[5]   A network queuing approach for evaluation of performance measures in autonomous vehicle storage and retrieval systems [J].
Fukunari, Miki ;
Malmborg, Charles J. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 193 (01) :152-167
[6]  
Heragu Sunderesh., 2008, FACILITIES DESIGN, V3rd
[7]   Design models for unit load storage and retrieval systems using autonomous vehicle technology and resource conserving storage and dwell point policies [J].
Kuo, Po-Hsun ;
Krishnamurthy, Ananth ;
Malmborg, Charles J. .
APPLIED MATHEMATICAL MODELLING, 2007, 31 (10) :2332-2346
[8]  
Kuo PH, 2008, INT J COMPUT APPL T, V31, P238
[9]   Storage assignment policy tradeoffs [J].
Malmborg, CJ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (02) :363-378
[10]   Interleaving dynamics in autonomous vehicle storage and retrieval systems [J].
Malmborg, CJ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2003, 41 (05) :1057-1069