The Effect of Slot-Code Optimization in Warehouse Order Picking

This work presents the effect, in terms of travel distance and material handling time reductions, of an optimal rather than a uniform item allocation in one-block picking warehouses, both with and without the use of a simple picking heuristic. Since developing efficient product-location strategies represents a critical issue in Operations Management, due to the impact on warehouse performance in terms of both service level and operation costs, this paper focuses on an effective quantification of obtainable travel time reductions, obtaining a significant result for manufacturing companies aiming to determine the most appropriate material handling resource configuration. Building on previous work on the effect of slot-code optimization on travel times in single/dual command cycles, the authors broaden the scope to include the most general picking case, thus widening the range of applicability and realising former suggestions for future research.

[1]  Agostino G. Bruzzone,et al.  A new approach to simulation modeling of unit-load warehouses , 2012 .

[2]  Jan Holmström,et al.  Cost‐effectiveness in the e‐grocery business , 2001 .

[3]  Massimiliano M. Schiraldi,et al.  Opportunities for using RFID in the aircraft production process , 2012, Int. J. RF Technol. Res. Appl..

[4]  Byung Soo Kim,et al.  Travel time model for the warehousing system with a tower crane S/R machine , 2002 .

[5]  Chih-Ming Hsu,et al.  Batching orders in warehouses by minimizing travel distance with genetic algorithms , 2005, Comput. Ind..

[6]  H. Hwang *,et al.  An evaluation of routing policies for order-picking operations in low-level picker-to-part system , 2004 .

[7]  Marc Goetschalckx,et al.  Research on warehouse design and performance evaluation: A comprehensive review , 2010, Eur. J. Oper. Res..

[8]  E. Kay,et al.  Graph Theory. An Algorithmic Approach , 1975 .

[9]  Anna Corinna Cagliano,et al.  Using system dynamics in warehouse management: a fast‐fashion case study , 2011 .

[10]  Stephen C. Graves,et al.  Storage-Retrieval Interleaving in Automatic Warehousing Systems , 1977 .

[11]  Venkata Reddy Muppani,et al.  Efficient formation of storage classes for warehouse storage location assignment: A simulated annealing approach , 2008 .

[12]  Randolph W. Hall,et al.  DISTANCE APPROXIMATIONS FOR ROUTING MANUAL PICKERS IN A WAREHOUSE , 1993 .

[13]  Gene R. Simons,et al.  A mathematical overview of warehousing systems with single/dual order-picking cycles , 1988 .

[14]  Kees Jan Roodbergen,et al.  Designing the layout structure of manual order picking areas in warehouses , 2008 .

[15]  Anders Segerstedt,et al.  Measuring supply chain cost , 2013 .

[16]  Ludo Gelders,et al.  Het travelng salesman probleem toegepast op order picking , 1994 .

[17]  M. B. M. de Koster,et al.  Efficient orderbatching methods in warehouses , 1999 .

[18]  Massimiliano M. Schiraldi,et al.  Lot Sizing Heuristics Performance , 2013 .

[19]  Anders Segerstedt,et al.  Measurements of excellence in a supply chain , 2012 .

[20]  H. D. Ratliff,et al.  Order-Picking in a Rectangular Warehouse: A Solvable Case of the Traveling Salesman Problem , 1983, Oper. Res..

[21]  Daria Battini,et al.  Innovative travel time model for dual-shuttle automated storage/retrieval systems , 2011, Comput. Ind. Eng..

[22]  Gino Marchet,et al.  Optimal layout in low-level picker-to-part systems , 2000 .

[23]  Yavuz A. Bozer,et al.  Travel-Time Models for Automated Storage/Retrieval Systems , 1984 .

[24]  Zhu Jie,et al.  Order Picking: A Literature Review , 2011 .

[25]  Russell D. Meller,et al.  An analysis of dual-command operations in common warehouse designs , 2009 .

[26]  T. Hawkins International Journal of Production Research , 1962, Nature.

[27]  Kees Jan Roodbergen,et al.  Routing methods for warehouses with multiple cross aisles , 2001 .

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

[29]  Massimiliano M. Schiraldi,et al.  A logistics provider evaluation and selection methodology based on AHP, DEA and linear programming integration , 2011 .

[30]  Iris F. A. Vis,et al.  A model for warehouse layout , 2006 .

[31]  Massimiliano M. Schiraldi,et al.  Economic Evaluation of RFID Technology in the Production Environment , 2013 .

[32]  Kuldip Singh Sangwan,et al.  FUGEN: a tool for the design of layouts for cellular manufacturing systems , 2009 .

[33]  Charles G. Petersen AN EVALUATION OF ORDER PICKING POLICIES FOR MAIL ORDER COMPANIES , 2009 .

[34]  John Fernie,et al.  Research note: Exploring out‐of‐stock and on‐shelf availability in non‐grocery, high street retailing , 2008 .

[35]  Aurelija Burinskiene Order picking process at warehouses , 2010 .

[36]  Ronald D. Armstrong,et al.  Optimal Batching in a Semi-Automated Order Picking System , 1979 .

[37]  Ai-Lan Zhang,et al.  Inventory decision models with competition existing between two parallel supply chains , 2009 .

[38]  Xiaoping Li,et al.  A RFID-based dual-command method for unit-load warehouse systems , 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

[39]  Yves Pochet,et al.  An integrated model for warehouse and inventory planning , 2010, Eur. J. Oper. Res..

[40]  Ram Pandit,et al.  Response time considerations for optimal warehouse layout design , 1988 .

[41]  Sabah Al-Fedaghi,et al.  Information Management and Valuation , 2013 .

[42]  Charles G. Petersen An evaluation of order picking routeing policies , 1997 .

[43]  Gwynne Richards,et al.  Warehouse Management: A Complete Guide to Improving Efficiency and Minimizing Costs in the Modern Warehouse , 2011 .

[44]  W. H. M. Zijm,et al.  Warehouse design and control: Framework and literature review , 2000, Eur. J. Oper. Res..

[45]  Kees Jan Roodbergen,et al.  Routing order pickers in a warehouse with a middle aisle , 2001, Eur. J. Oper. Res..

[46]  Stephen C. Graves,et al.  Optimal Storage Assignment in Automatic Warehousing Systems , 1976 .

[47]  Bernd Noche,et al.  Design, optimization and analysis of Stewart-Gough platform based automated storage / retrieval system , 2011, 2011 IEEE International Conference on Automation and Logistics (ICAL).

[48]  Charles J. Malmborg,et al.  On the optimality of the cube per order index for conventional warehouses with dual command cycles , 1987 .

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

[50]  Gajendra Kumar Adil,et al.  A branch and bound algorithm for class based storage location assignment , 2008, Eur. J. Oper. Res..

[51]  Reinhard Kutzelnigg Optimal allocation of goods in a warehouse: Minimizing the order picking costs under real-life constraints , 2011, 3rd IEEE International Symposium on Logistics and Industrial Informatics.

[52]  Andrea Fumi,et al.  Minimizing Warehouse Space with a Dedicated Storage Policy , 2013 .

[53]  Nursel Öztürk,et al.  Storage location assignment and order picking optimization in the automotive industry , 2012 .

[54]  RenÉ De Koster,et al.  Routing orderpickers in a warehouse: a comparison between optimal and heuristic solutions , 1998 .

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

[56]  Jeremy Cecil‐Wright How the boardroom can influence warehousing costs , 1986 .

[57]  Russell D. Meller,et al.  Turnover-based storage in non-traditional unit-load warehouse designs , 2011 .

[58]  Jiang-Liang Hou,et al.  A model for storage arrangement and re-allocation for storage management operations , 2010, Int. J. Comput. Integr. Manuf..

[59]  Stephen C. Graves,et al.  Scheduling Policies for Automatic Warehousing Systems: Simulation Results , 1978 .

[60]  David M. Nicol,et al.  Proceedings of the 38th conference on Winter simulation , 2006 .

[61]  Massimiliano M. Schiraldi,et al.  Evaluating RFID opportunity through process analysis , 2013, Int. J. RF Technol. Res. Appl..

[62]  Eleonora Bottani,et al.  Optimisation of storage allocation in order picking operations through a genetic algorithm , 2012 .

[63]  J. R. Berry ELEMENTS OF WAREHOUSE LAYOUT , 1968 .

[64]  David Foot,et al.  STORE LOCATION: PROBLEMS AND METHODS 1 , 1984 .

[65]  Ming-Hung Wu,et al.  Storage assignment problem with travel distance and blocking considerations for a picker-to-part order picking system , 2012, Comput. Ind. Eng..

[66]  M. Schiraldi,et al.  Multiproduct slot allocation heuristic to minimize storage space , 2014 .

[67]  Meir J. Rosenblatt,et al.  Internal Layout Design of a Warehouse , 1980 .

[68]  Andrea Fumi,et al.  The effect of slot-code optimisation on travel times in common unit-load warehouses , 2013 .

[69]  James H. Crouse,et al.  Storage and Retrieval of Prose Material , 1972 .

[70]  Gunter P. Sharp,et al.  Order batching procedures , 1992 .

[71]  E. Frazelle Supply Chain Strategy , 2001 .

[72]  D. T. Lee,et al.  Rectilinear shortest paths with rectangular barriers , 1985, SCG '85.

[73]  Ying-Chin Ho,et al.  Order-batching methods for an order-picking warehouse with two cross aisles , 2008, Comput. Ind. Eng..

[74]  Roger W. Schmenner,et al.  An Evaluation of Routing and Volume‐based Storage Policies in an Order Picking Operation , 1999 .

[75]  Srikanta Routroy,et al.  Study of one way product substitution on supply chain performance , 2011 .

[76]  Russell D. Meller,et al.  The Application of New Aisle Designs for Unit-Load Warehouses , 2009 .

[77]  Hark Hwang,et al.  Order batching algorithms for a man-on-board automated storage and retrieval system , 1988 .