Balancing a robotic spot welding manufacturing line: An industrial case study

被引:57
作者
Lopes, Thiago Cantos [1 ]
Sikora, C. G. S. [1 ]
Molina, Rafael Gobbi [2 ]
Schibelbain, Daniel [3 ]
Rodrigues, L. C. A. [2 ]
Magatao, Leandro [1 ]
机构
[1] Fed Univ Technol Parana UTFPR, Grad Program Elect & Comp Engn CPGEI, BR-80230901 Curitiba, Parana, Brazil
[2] Dept Mech Engn UTFPR, BR-80230901 Curitiba, Parana, Brazil
[3] Renault Brasil, BR-83070900 Sao Jose Dos Pinhais, Brazil
关键词
Combinatorial optimization; Assembly line balancing problem; Robotic welding manufacturing line; Mixed integer linear programming; MINIMIZING CYCLE TIME; ASSEMBLY LINES; MODEL; CLASSIFICATION; ALGORITHMS; SHEETS;
D O I
10.1016/j.ejor.2017.06.001
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Resistance spot welding is an important procedure used in the automobile manufacturing industry. After stamping, sheets of metal are mostly welded together to build the car's body. Many of the industrial robots found in assembly lines are spot welders. Process characteristics include accessibility limitations, the need to move between welding points and (when there are multiple robots per station) potential interferences between robots. The combination of such characteristics is not present in classical models for the assembly line balancing problem. In this paper, the balancing problem of robotic spot welding manufacturing lines is presented and modeled based on a real-world car factory on the outskirts of Curitiba, Brazil. The studied line has 42 robots that perform over 700 welding points on the later stages of the body-shop. The model was developed with Mixed Integer Linear Programming (MILP) techniques, validated with empirical data, and solved with a universal solver. The optimized balancing achieved a cycle time reduction of up to 6.6% compared to the as-is configurations. The total movement time was observed not to be necessarily minimized during the optimization process, implying that trade-offs exist between movement times and the number of welding points performed. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1033 / 1048
页数:16
相关论文
共 53 条
[1]  
a SC Thangavelu S., 1971, AIIE Transactions, V3, P61, DOI [10.1080/05695557108974787, DOI 10.1080/05695557108974787]
[2]  
Akturk MS, 2011, ICINCO 2011: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 2, P387
[3]  
[Anonymous], INT C ROB APPL
[4]  
[Anonymous], 2015, INTRO OPERATIONS RES
[5]  
[Anonymous], ASSEMBLY LINE BALANC
[6]  
[Anonymous], EUROPEAN J OPERATION
[7]   Welding time effect on mechanical properties of automotive sheets in electrical resistance spot welding [J].
Aslanlar, S. ;
Ogur, A. ;
Ozsarac, U. ;
Ilan, E. .
MATERIALS & DESIGN, 2008, 29 (07) :1427-1431
[8]   Joining techniques for aluminium spaceframes used in automobiles Part I - solid and liquid phase welding [J].
Barnes, TA ;
Pashby, IR .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2000, 99 (1-3) :62-71
[9]   BALANCING 2-SIDED ASSEMBLY LINES - A CASE-STUDY [J].
BARTHOLDI, JJ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1993, 31 (10) :2447-2461
[10]   A taxonomy of line balancing problems and their solution approaches [J].
Battaia, Olga ;
Dolgui, Alexandre .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 142 (02) :259-277