Computational Experiment Research on the Equalization-Oriented Service Strategy in Collaborative Manufacturing
Issue No. 02 - March-April (2018 vol. 11)
Xiao Xue , School of Computer Science, Henan Polytechnic University, Jiaozuo, Henan, P.R. China
Yan-Min Kou , School of Computer Science, Henan Polytechnic University, Jiaozuo, Henan, P.R. China
Shu-Fang Wang , Wang School of Economic Management, Henan Polytechnic University, Jiaozuo, Henan, China
Zhi-Zhong Liu , College of Computer Sciences and Technology, Henan Polytechnic University, Jiaozuo, Henan, China
In the framework of Industry 4.0, collaborative manufacturing across different supply chains is one of the most important business models. In order to avoid the uneven distribution of service requirements among service providers (i.e., non-equalization phenomenon), a lot of service strategies with different characteristics can be taken as candidate solutions to adjust the matching between service providers and service consumers. Based on the background, how to identify the application conditions of various service strategies in complex environment has become a serious challenge in the field. To solve this problem, the computational experiment-based evaluation method is proposed in this paper, including customization of service strategy, construction of experiment system, and experiment analysis of service strategy. In this paper, three possible service strategies are built to deal with the non-equalization phenomenon, i.e., non-equalization strategy, equalization strategy, collaborative equalization strategy. Experiment results show that: collaborative equalization strategy can effectively enhance the service utilization rate and reduce the completion time in short supply environment; equalization strategy is the optimal one in oversupply market environment. This case study can show that the proposed method is feasible and the result is satisfactory.
Collaboration, Manufacturing, Quality of service, Web services, Heuristic algorithms, Supply chains, Genetic algorithms
X. Xue, Y. Kou, S. Wang and Z. Liu, "Computational Experiment Research on the Equalization-Oriented Service Strategy in Collaborative Manufacturing," in IEEE Transactions on Services Computing, vol. 11, no. 2, pp. 369-383, 2018.