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Research Articles

Research on procedure optimisation for composite grinding based on Digital Twin technology

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Pages 1736-1754 | Received 25 Apr 2021, Accepted 28 Jan 2022, Published online: 17 Mar 2022

References

  • Applegate, D. L., R. E. Bixby, V. Chvatal, and W. J. Cook. 2007. The Traveling Salesman Problem: A Computational Study. Princeton: Princeton Series in Applied Mathematics.
  • Barketau, M., and E. Pesch. 2015. “An Approximation Algorithm for a Special Case of the Asymmetric Travelling Salesman Problem.” International Journal of Production Research 2015: 4205–4212.
  • Bellman, R. E. 1952. “On the Theory of Dynamic Programming.” Proceedings of the National Academy of Sciences of the United States of America 38 (8): 716–719.
  • Bisschop, J. J., H. Stegeman, and M. E. A. Striekwold. 1988. “The Sequencing of Point Operations on a CNC-Machining Centre Using a Microcomputer.” International Journal of Production Research 26 (8): 1375–1383.
  • Chauhan, C., R. Gupta, and K. Pathak. 2012. “Survey of Methods of Solving TSP Along with Its Implementation Using Dynamic Programming Approach.” International Journal of Computer Applications 52 (4): 12–19.
  • Hesran, C. L., A. Agarwala, A. L. Ladiera, V. Botta-Genoulaza, and V. Laforestb. 2020. “Reducing Waste in Mnufacturing Operations: Bi-Objective Scheduling on a Single-Machine with Coupled-Tasks.” International Journal of Production Research 58 (23): 7130–7148.
  • Kingsly Jeba Singh, D., and C. Jebaraj. 2005. “Feature-Based Design for Process Planning of Machining Processes with Optimization Using Genetic Algorithms.” International Journal of Production Research 43 (18): 3855–3887.
  • Kubota, T., R. Hamzeh, and X. Xu. 2020. “STEP-NC Enabled Machine Tool Digital Twin.” Procedia CIRP 93: 1460–1465.
  • Leng, J., Q. Liu, S. Ye, J. Jing, Y. Wang, C. Zhang, Z. Ding, and X. Chen. 2020. “Digital Twin-Driven Rapid Reconfiguration of the Automated Manufacturing System Via an Open Architecture Model.” Robotics and Computer-Integrated Manufacturing 63: 101895.
  • Leng, J., H. Zhang, D. Yan, Q. Liu, X. Chen, and D. Zhang. 2019. “Digital Twin-Driven Manufacturing Cyber-Physical System for Parallel Controlling of Smart Workshop.” Journal of Ambient Intelligence and Humanized Computing 10: 1155–1166.
  • Li, S., Y. Liu, Y. Li, R. Landers, and L. Tang. 2013. “Process Planning Optimization for Parallel Drilling of Blind Holes Using a Two Phase Genetic Algorithm.” Journal of Intelligent Manufacturing 24 (4): 791–804.
  • Li, J., X. Wang, N. Shen, H. Gao, C. Zhao, and Y. Wang. 2018. “Modeling of Acoustic Emission Based on the Experimental and Theoretical Method and Its Application in Face Grinding.” The International Journal of Advanced Manufacturing Technology 98 (5–8): 2335–2346.
  • Li, J., K. Zhu, N. Shen, H. Gao, and Y. Wu. 2019. “Optimization of Crankshaft Grinding Process Using CNC Tracing Grinding Machine with Double Grinding Carriages.” Journal of Mechanical Engineering 55 (17): 222–232.
  • Liu, Q., J. Liu, Z. Dong, M. Zhan, Z. Mei, B. Ying, and X. Shao. 2021. “Integrated Optimization of Process Planning and Scheduling for Reducing Carbon Emissions.” Journal of Industrial & Management Optimization 17 (4): 1025–1055.
  • Liu, K. W., X. C. Wang, and Z. H. Qu. 2019. “Train Operation Strategy Optimization Based on a Double-Population Genetic Particle Swarm Optimization Algorithm.” Energies 12 (13): 2518.
  • Magalhães-Mendes, J. 2013. “A Comparative Study of Crossover Operators for Genetic Algorithms to Solve the Job Shop Scheduling Problem.” Mathematics 4 (12): 164–173.
  • Mokhtari, H., and A. Noroozi. 2018. “An Efficient Chaotic Based PSO for Earliness/Tardiness Optimization in a Batch Processing Flow Shop Scheduling Problem.” Journal of Intelligent Manufacturing 29 (5): 1063–1081.
  • Mosayebi, M., M. Sodhi, and T. A. Wettergren. 2021. “The Traveling Salesman Problem with Job-Times (TSPJ).” Computers & Operations Research 129: 1–12.
  • Nallakumarasamy, G., P. S. S. Srinivasan, K. V. Raja, and R. Malayalamurthi. 2011. “Optimization of Operation Sequencing in CAPP Using Simulated Annealing Technique (SAT).” The International Journal of Advanced Manufacturing Technolog 54 (5–8): 721–728.
  • Shen, N. Y., C. Zhao, J. Li, Y. J. Xu, Y. Wu, and Z. Q. Deng. 2020. “A Parameterized Automatic Programming Solution for Composite Grinding Based on Digital Image Processing.” The International Journal of Advanced Manufacturing Technology 110: 2727–2742.
  • Sosimi, A., F. O. Ogunwolu, and A. Adegbola. 2014. “A Makespan Optimization Scheme for NP-Hard Gari Processing Job Scheduling Using Improved Genetic Algorithm.” Journal of Industrial Engineering 2014 (10): 1–10.
  • Tanabe, R., and A. Fukunaga. 2013. “Evaluation of a Randomized Parameter Setting Strategy for Island-Model Evolutionary Algorithms.” IEEE Congress on Evolutionary Computation 2013: 1263–1270.
  • Tao, F., F. Sui, A. Liu, Q. Qia, M. Zhanga, B. Songa, Z. G. C.-Y. Luc, and A. Y. C. Need. 2019. “Digital Twin-Driven Product Design Framework.” International Journal of Production Research 57 (12): 3935–3953.
  • Xu, L., and Q. Xie. 2021. “Dynamic Production Scheduling of Digital Twin Job-Shop Based on Edge Computing.” Journal of Information Science & Engineering 37 (1): 93–185.
  • Yan, J., Z. Liu, C. Zhang, T. Zhang, Y. Zhang, and C. Yang. 2021. “Research on Flexible Job Shop Scheduling Under Finite Transportation Conditions for Digital Twin Workshop.” Robotics & Computer-Integrated Manufacturing 72: 1–14.
  • Yan, Y., and H. Qi. 2020. “A Milling Thread Method and Application for Vertical Turn-Milling Machine Tool with the SIEMENS-840D System.” Mechanical Research & Application 33 (4): 160–161.
  • Yu, H., S. Han, D. Yang, Z. Wang, and W. Feng. 2021. “Job Shop Scheduling Based on Digital Twin Technology: A Survey and an Intelligent Platform.” Complexity 2021: 1–12.
  • Zhang, S., C. Kang, Z. Liu, J. Wu, and C. Ma. 2020. “A Product Quality Monitor Model with the Digital Twin Model and the Stacked Auto Encoder.” IEEE Access 2020 (8): 113826–113836.
  • Zhang, M., F. Tao, and A. Y. C. Nee. 2021. “Digital Twin Enhanced Dynamic Job-Shop Scheduling.” Journal of Manufacturing Systems 58: 146–156.
  • Zhao, Z., S. Wang, Z. Wang, S. Wang, C. Ma, and B. Yang. 2020. “Surface Roughness Stabilization Method Based on Digital Twin-Driven Machining Parameters Self-Adaption Adjustment: A Case Study in Five-Axis Machining.” Journal of Intelligent Manufacturing 2020: 1–10.
  • Zheng, X., S. Zhou, and H. Chen. 2019. “Ant Colony Optimisation Algorithms for Two-Stage Permutation Flow Shop with Batch Processing Machines and Nonidentical Job Sizes.” International Journal of Production Research 57 (10): 3060–3079.

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