Authors: Xianbang Yang; Ting He; Chengzhu Sun
Addresses: College of Computer Science and Technology, Huaqiao University, Xiamen, China ' College of Computer Science and Technology, Huaqiao University, Xiamen, China ' College of Computer Science and Technology, Huaqiao University, Xiamen, China
Abstract: In the modern manufacturing system, process planning is an essential function. Generally, a part has many alternative process plans since there are many other viable processing methods and techniques. Therefore, optimisation of the process plan in manufacturing is an important task of flexible process planning. In this paper, the flexible process planning method based on firefly algorithm is developed for improving production efficiency and reducing production cost. Firstly, a hierarchical evaluation index system for the process plan is presented and a multi-objective nonlinear optimisation model of process planning is formulated. This model is based on the evaluation index system in which the quality, cost, efficiency, and environmental consumption of parts processing can be optimised. Next, the improved firefly algorithm is proposed to solve the multi-objective nonlinear optimisation model. Finally, an example is given to prove the validity of the model and algorithm.
Keywords: flexible process planning; multi-objective; optimisation; firefly algorithm.
International Journal of Internet Manufacturing and Services, 2018 Vol.5 No.2/3, pp.310 - 322
Available online: 18 May 2018 *Full-text access for editors Access for subscribers Purchase this article Comment on this article