Digital twin-based production scheduling system for heavy truck frame shop

Existing scheduling systems cannot respond quickly and efficiently to the appearance of uncertain variable interference factors in the scheduling process. The efficiency of the enterprise is hence ...

[1]  Bing-hai Zhou,et al.  A multiobjective hybrid imperialist competitive algorithm for multirobot cooperative assembly line balancing problems with energy awareness , 2018, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science.

[2]  Vera Hummel,et al.  Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University , 2017 .

[3]  Sonna Kristina,et al.  Proposed algorithm to improve job shop production scheduling using ant colony optimization method , 2017 .

[4]  Lei Ren,et al.  An event-triggered dynamic scheduling method for randomly arriving tasks in cloud manufacturing , 2017, Int. J. Comput. Integr. Manuf..

[5]  Rifat Gürcan Özdemir.  Fuzzy goal programming approach to multi-objective mixed model assembly line balancing , 2013 .

[6]  Meng Zhang,et al.  Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing , 2017, IEEE Access.

[7]  Chao Lu,et al.  A hybrid multi-objective grey wolf optimizer for dynamic scheduling in a real-world welding industry , 2017, Eng. Appl. Artif. Intell..

[8]  Masoud Rabbani,et al.  A new multi-objective approach in order to balancing and sequencing U-shaped mixed model assembly line problem: a proposed heuristic algorithm , 2015 .

[9]  Binghai Zhou,et al.  Scheduling just-in-time part replenishment of the automobile assembly line with unrelated parallel machines , 2019, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science.

[10]  R. Marian,et al.  An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling , 2017 .

[11]  Reza Tavakkoli-Moghaddam,et al.  A multi-objective scatter search for a mixed-model assembly line sequencing problem , 2007, Adv. Eng. Informatics.

[12]  Orhan Engin,et al.  Using ant colony optimization to solve hybrid flow shop scheduling problems , 2007 .

[13]  Yi Mei,et al.  Genetic programming for production scheduling: a survey with a unified framework , 2017, Complex & Intelligent Systems.

[14]  Hui Sun,et al.  Comparing two weighted approaches for sequencing mixed-model assembly lines with multiple objectives , 2006 .

[15]  Mingyong Liu,et al.  An improved hierarchical genetic algorithm for collaborative optimization of manufacturing processes in metal structure manufacturing systems , 2017 .