Abstract
Most factory production processes are completed by machines and workers on production lines. The operation schedule is arranged to reduce the cost of the enterprises to obtain the maximum economic profit for sustainable running. Previous studies usually investigated the working time while only considering the workers’ conditions. This study proposed a method to optimize the operation schedule by jointly considering the workers’ fatigue states and the operation states of machines. This method was proposed based on a system structure called the multistate consecutively connected system (MCCS), which has been widely applied in many areas, such as electronic communications. This structure is also an analogy of the production line. The corresponding model is constructed based on the universal generating function (UGF) since it is a powerful tool in modeling a consecutively connected system. The proposed model can be used to evaluate the different productivities of different types of workers in different states and to realize the screening of the whole scheme through simulation. According to the proposed method, we obtained the optimal operation schedule, including the working time, rest time and allocation strategy for a production line system. Some examples are provided to illustrate the proposed method.
Funder
National Natural Science Foundation of China
Beijing Municipal Commission of Education
China Postdoctoral Science Foundation
Subject
General Mathematics,Engineering (miscellaneous),Computer Science (miscellaneous)
Reference31 articles.
1. Bakkari, M., and Khatory, A. (2017, January 11–13). Industry 4.0: Strategy for more sustainable industrial development in SMEs. Proceedings of the IEOM 7th International Conference on Industrial Engineering and Operations Management, Rabat, Morocco.
2. A paradigm of safety management in industry 4.0;Liu;Syst. Res. Behav. Sci.,2020
3. Wadgaonkar, J., Mane, N., Bhole, K., and Shinde, D. (November, January 30). Novel, low cost, efficient manual cum automation based alcohol & ethanol production plant. Proceedings of the 2015 International Conference on Energy Systems and Applications, Pune, India.
4. Minimizing bypass transportation expenses in linear multistate consecutively-connected systems;Levitin;IEEE Trans. Reliab.,2014
5. Optimal arrangement of connecting elements in linear consecutively connected systems with heterogeneous warm standby groups;Levitin;Reliab. Eng. Syst. Saf.,2017
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