Assembly line balancing problem with task learning and dynamic task reassignment

This paper addresses an existing but unsolved problem: dynamic task reassignment under changing task performance times. This situation is relevant to automated flexible assembly systems with collaborative learning. The length of the line can be reduced during the period of production by dynamically rebalancing the assembly line because of the changing task times. A task reassignment procedure is designed to balance such an assembly line where task times are being reduced during small lot size production. Backward induction rules, which can be combined with prevalent algorithms, are proposed to form such a procedure. A case study is provided to show that the procedure significantly increases the efficiency of the assembly line in terms of the length of the production line and system idle times.

[1]  Armin Scholl,et al.  State-of-the-art exact and heuristic solution procedures for simple assembly line balancing , 2006, Eur. J. Oper. Res..

[2]  Giovanni Mummolo,et al.  The effect of dynamic worker behavior on flow line performance , 2009 .

[3]  Alexandre Dolgui,et al.  A taxonomy of line balancing problems and their solutionapproaches , 2013 .

[4]  Mauro Onori,et al.  Evolvable Assembly Systems Basic Principles , 2006, BASYS.

[5]  Ruth Aylett,et al.  Self-Reconfiguration of Industrial Mobile Robots , 2010, SASO.

[6]  Kanji Ueda Emergent Synthesis Approaches To Biological Manufacturing Systems , 2007 .

[7]  Luis Ribeiro,et al.  MAS and SOA: A Case Study Exploring Principles and Technologies to Support Self-Properties in Assembly Systems , 2008, 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops.

[8]  Subhash C. Sarin,et al.  Work allocation to stations with varying learning slopes and without buffers , 2008, Eur. J. Oper. Res..

[9]  Thomas O. Boucher,et al.  Computer Automation in Manufacturing , 1995 .

[10]  Thomas O. Boucher,et al.  Design of Industrial Information Systems , 2006 .

[11]  Subhash C. Sarin,et al.  Optimal allocation of work in assembly lines for lots with homogenous learning , 2006, Eur. J. Oper. Res..

[12]  Ramachandran Jaikumar,et al.  A dynamic approach to operations management: An alternative to static optimization , 1992 .

[13]  Ertan Güner,et al.  Simple and U-type assembly line balancing problems with a learning effect , 2008 .

[14]  Christian Otto,et al.  Extending assembly line balancing problem by incorporating learning effects , 2014 .

[15]  H. Van Brussel,et al.  Learning Sensor Assisted Assembly Operations , 1999 .

[16]  Thomas O. Boucher Choice of assembly line design under task learning , 1987 .

[17]  Daniel E. Whitney,et al.  Quasi-Static Assembly of Compliantly Supported Rigid Parts , 1982 .

[18]  Radu F. Babiceanu,et al.  Development and Applications of Holonic Manufacturing Systems: A Survey , 2006, J. Intell. Manuf..

[19]  Alexandre Dolgui,et al.  Enumerations and stability analysis of feasible and optimal line balances for simple assembly lines , 2015, Comput. Ind. Eng..