An innovative automated storage and retrieval system for B2C e-commerce logistics

Flexible and timely warehousing activities provide a strong foundation for logistic systems. However, increasing B2C e-commerce with a variety of small internet orders may have a tremendous impact on warehousing. Automated storage/retrieval systems (AS/RSs) are a valid alternative for warehousing. Typical AS/RSs design and control problems in a static environment and cannot effectively manage parcel, small, and irregular items. This study proposes a new AS/RS that is more efficient and flexible for handling B2C e-commerce logistics. An auto-access multilevel conveying device (IMCD) with three-dimensional movement is integrated into the AS/RS. The ant colony system algorithm locates near-optimal routes for the IMCD. Typical travel distance/time measures evaluate the performance of an S/R device running on a warehouse floor. However, the performance index in this study looks at the IMCD’s travel time with three-dimensional movement in completing a batch order. To validate the new AS/RS, two simulation experiments were conducted to examine the effects of three-dimensional velocity and rack shape. Finally, this study compares a typical S/R system with the new AS/RS and makes recommendations for practical applications and further research.

[1]  D. Lambert,et al.  Strategic Logistics Management , 1987 .

[2]  Richard L. Daniels,et al.  A model for warehouse order picking , 1998, Eur. J. Oper. Res..

[3]  E. Turban,et al.  Electronic Commerce: A Managerial Perspective , 1999 .

[4]  Tien-Hsiang Chang,et al.  Improvement order picking in mobile storage systems with a middle cross aisle , 2009 .

[5]  Frank L. Lewis,et al.  Intelligent material handling: development and implementation of a matrix-based discrete-event controller , 2001, IEEE Trans. Ind. Electron..

[6]  N. Jawahar,et al.  AGV schedule integrated with production in flexible manufacturing systems , 1998 .

[7]  Che-Hung Lin,et al.  The procedure of determining the order picking strategies in distribution center , 1999 .

[8]  Hark Hwang,et al.  Sequencing picking operations and travel time models for man-on-board storage and retrieval warehousing system , 1993 .

[9]  Roberto Montemanni,et al.  Time dependent vehicle routing problem with a multi ant colony system , 2008, Eur. J. Oper. Res..

[10]  Hsin-Pin Fu,et al.  A two-sided picking model of M-AS/RS with an aisle-assignment algorithm , 2007 .

[11]  Haoxun Chen,et al.  Ant colony optimization for solving an industrial layout problem , 2007, Eur. J. Oper. Res..

[12]  Edward H. Frazelle,et al.  World-Class Warehousing and Material Handling , 2001 .

[13]  Luca Maria Gambardella,et al.  Ant Algorithms for Discrete Optimization , 1999, Artificial Life.

[14]  Kees Jan Roodbergen,et al.  Design and control of warehouse order picking: A literature review , 2006, Eur. J. Oper. Res..

[15]  Hsin-Pin Fu,et al.  Innovative application of an integrated multi-level conveying device to a mobile storage system , 2006 .

[16]  Charles J. Malmborg Rule of thumb heuristics for configuring storage racks in automated storage and retrieval systems design , 2001 .

[17]  Shihua Gong,et al.  Dynamic ant colony optimisation for TSP , 2003 .

[18]  Brett A. Peters,et al.  Unit load and material-handling considerations in facility layout design , 2002 .

[19]  Luca Maria Gambardella,et al.  Ant colony system: a cooperative learning approach to the traveling salesman problem , 1997, IEEE Trans. Evol. Comput..

[20]  Timothy S. Vaughan,et al.  The effect of warehouse cross aisles on order picking efficiency , 1999 .

[21]  Kees Jan Roodbergen,et al.  A survey of literature on automated storage and retrieval systems , 2009, Eur. J. Oper. Res..

[22]  Nelly Litvak,et al.  The travel time in carousel systems under the nearest item heuristic , 2001, Journal of Applied Probability.

[23]  Tho Le-Duc,et al.  Travel time estimation and order batching in a 2-block warehouse , 2007, Eur. J. Oper. Res..

[24]  Jacobus E. Rooda,et al.  Application of a Layout/Material Handling Design Method to a Furnace Area in a 300 mm Wafer Fab , 2001 .

[25]  T.-S. Chang,et al.  The innovative conveying device application for transferring articles between two-levels of a multi-story building , 2006 .

[26]  Kathryn A. Dowsland,et al.  Ant colony optimization for the examination scheduling problem , 2005, J. Oper. Res. Soc..