Author:
Chi Yuanying,Qiao Zhaoxuan,Li Yuchen,Li Mingyu,Zou Yang
Abstract
Robotic assembly lines are widely applied to mass production because of their adaptability and versatility. As we know, using robots will lead to energy-consumption and pollution problems, which has been a hot-button topic in recent years. In this paper, we consider an assembly line balancing problem with minimizing the number of workstations as the primary objective and minimizing energy consumption as the secondary objective. Further, we propose a novel mixed integer linear programming (MILP) model considering a realistic production process design—cross-station task, which is an important contribution of our paper. The “cross-station task” design has already been applied to practice but rarely studied academically in type-1 RALBP. A simulated annealing algorithm is developed, which incorporates a restart mechanism and an improvement strategy. Computational tests demonstrate that the proposed algorithm is superior to two other classic algorithms, which are the particle swarm algorithm and late acceptance hill-climbing algorithm.
Funder
The National Natural Science Foundation of China
Humanities and Social Sciences of Ministry of Education Planning Fund of China
Subject
Information Systems and Management,Computer Networks and Communications,Modeling and Simulation,Control and Systems Engineering,Software
Reference36 articles.
1. Discrete cuckoo search algorithms for two-sided robotic assembly line balancing problem;Neural Comput. Appl.,2018
2. An empirical study of the energy consumption in automotive assembly;Procedia CIRP,2012
3. Bryton, B. (1954). Balancing of a Continuous Production Line, Northwestern University.
4. Rubinovitz, J., and Bukchin, J. (1991, January 17–19). Design and balancing of robotic assembly lines. Proceedings of the Fourth World Conference on Robotics Research, Pittsburgh, PA, USA.
5. Integrated real-time control of mixed-model assembly lines and their part feeding processes;Comput. Oper. Res.,2021
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献