Approximations to optimal sequences in single-gripper and dual-gripper robotic cells with circular layouts

This article considers the problems of scheduling operations in single-gripper and dual-gripper bufferless robotic cells in which the arrangement of machines is circular. The cells are designed to produce identical parts under the free-pickup criterion with additive intermachine travel time. The objective is to find a cyclic sequence of robot moves that minimizes the long-run average time required to produce a part or, equivalently, that maximizes the throughput. Obtaining an efficient algorithm for an approximation to an optimal k-unit cyclic solution (over all k ≥ 1) is the focus of this article. The proposed algorithms introduce a new class of schedules, which are refered to as epi-cyclic cycles. A polynomial algorithm with a 5/3-approximation to an optimal k-unit cycle over all cells is developed. The performed structural analysis for dual-gripper cells leads to a polynomial-time algorithm that provides at worst a 3/2-approximation for the practically relevant case in which the dual-gripper switch time is less than twice the intermachine robot movement time. A computational study demonstrates that the algorithm performs much better on average than this worst-case bound suggests. The performed theoretical studies are a stepping stone for researching the complexity status of the corresponding domain. They also provide theoretical as well as practical insights that are useful in maximizing productivity of any cell configuration with either type of robot.

[1]  Chelliah Sriskandarajah,et al.  Scheduling Dual Gripper Robotic Cell: One-Unit Cycles , 2006, Eur. J. Oper. Res..

[2]  Wieslaw Kubiak,et al.  Sequencing of parts and robot moves in a robotic cell , 1989 .

[3]  Chelliah Sriskandarajah,et al.  Scheduling Multiple Parts in a Robotic Cell Served by a Dual-Gripper Robot , 2004, Oper. Res..

[4]  Alessandro Agnetis,et al.  Scheduling no-wait robotic cells with two and three machines , 2000, Eur. J. Oper. Res..

[5]  S. Venkatesh,et al.  A steady-state throughput analysis of cluster tools: dual-blade versus single-blade robots , 1997 .

[6]  H. Neil Geismar,et al.  A note on productivity gains in flexible robotic cells , 2005 .

[7]  Qi Su,et al.  Optimal sequencing of double-gripper gantry robot moves in tightly-coupled serial production systems , 1996, IEEE Trans. Robotics Autom..

[8]  Milind Dawande,et al.  Throughput Optimization in Constant Travel-Time Dual Gripper Robotic Cells with Parallel Machines , 2009 .

[9]  Wieslaw Kubiak,et al.  Sequencing of parts and robot moves in a robotic cell , 1992 .

[10]  Vadim E. Levit,et al.  An improved algorithm for cyclic flowshop scheduling in a robotic cell , 1997 .

[11]  H. Neil Geismar,et al.  Dominance of Cyclic Solutions and Challenges in the Scheduling of Robotic Cells , 2005, SIAM Rev..

[12]  Tae-Eog Lee,et al.  Scheduling analysis of time-constrained dual-armed cluster tools , 2003 .

[13]  Chelliah Sriskandarajah,et al.  Scheduling in Robotic Cells: Classification, Two and Three Machine Cells , 1997, Oper. Res..

[14]  Nadia Brauner Identical part production in cyclic robotic cells: Concepts, overview and open questions , 2008, Discret. Appl. Math..

[15]  Gerd Finke,et al.  Complexity of One-Cycle Robotic Flow-Shops , 2003, J. Sched..

[16]  H. Neil Geismar,et al.  Throughput Optimization in Robotic Cells , 2007 .

[17]  G. Finke,et al.  Cycles and permutations in robotic cells , 2001 .

[18]  Yves Crama,et al.  Cyclic scheduling in robotic flowshops , 2000, Ann. Oper. Res..

[19]  Chelliah Sriskandarajah,et al.  Scheduling in robotic cells: Complexity and steady state analysis , 1998, Eur. J. Oper. Res..

[20]  Milind Dawande,et al.  Quantifying the Impact of Layout on Productivity: An Analysis from Robotic-Cell Manufacturing , 2011, Oper. Res..

[21]  C. Ray Asfahl Robots and manufacturing automation , 1985 .

[22]  Michael Pinedo,et al.  Scheduling: Theory, Algorithms, and Systems , 1994 .

[23]  John W. Fowler,et al.  A survey of problems, solution techniques, and future challenges in scheduling semiconductor manufacturing operations , 2011, J. Sched..

[24]  Milind Dawande,et al.  Approximations to Optimal k‐Unit Cycles for Single‐Gripper and Dual‐Gripper Robotic Cells , 2008 .

[25]  L. Lei,et al.  DETERMINING OPTIMAL CYCLIC HOIST SCHEDULES IN A SINGLE-HOIST ELECTROPLATING LINE , 1994 .

[26]  H. Neil Geismar,et al.  Increasing throughput for robotic cells with parallel Machines and multiple robots , 2004, IEEE Transactions on Automation Science and Engineering.

[27]  H. Neil Geismar,et al.  Approximation algorithms for k , 2005, Eur. J. Oper. Res..

[28]  Chengbin Chu,et al.  A polynomial algorithm for 2-degree cyclic robot scheduling , 2003, Eur. J. Oper. Res..

[29]  Tony Owen Robots And Manufacturing Automation (second edition) by C. Ray Asfall John Wiley & Sons, 487 pages incl. index (£18.50) , 1992, Robotica.

[30]  Yves Crama,et al.  Cyclic Scheduling of Identical Parts in a Robotic Cell , 1997, Oper. Res..

[31]  Chelliah Sriskandarajah,et al.  Scheduling in Dual Gripper Robotic Cells for Productivity Gains , 2001, IEEE Trans. Robotics Autom..

[32]  Nicholas G. Hall Operations Research Techniques for Robotics Systems , 2007 .

[33]  Milind Dawande,et al.  On Throughput Maximization in Constant Travel-Time Robotic Cells , 2002, Manuf. Serv. Oper. Manag..

[34]  C. Sriskandarajah,et al.  A (10/7)-approximation algorithm for an optimum cyclic solution in additive travel-time robotic cells , 2007 .

[35]  H. Neil Geismar,et al.  Throughput optimization in dual-gripper interval robotic cells , 2009 .

[36]  H. Neil Geismar,et al.  Sequencing and Scheduling in Robotic Cells: Recent Developments , 2005, J. Sched..

[37]  Babak Hamidzadeh,et al.  An optimal periodic scheduler for dual-arm robots in cluster tools with residency constraints , 2001, IEEE Trans. Robotics Autom..

[38]  Richard Kendall Miller Fms/Cim Systems Integration Handbook , 1989 .

[39]  Babak Hamidzadeh,et al.  Optimal scheduling techniques for cluster tools with process-module and transport-module residency constraints , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[40]  Chelliah Sriskandarajah,et al.  Scheduling large robotic cells without buffers , 1998, Ann. Oper. Res..