Abstract
Roll-to-roll based manufacturing technology play an important role in making printed electronics possible at high speed and low cost. In order to increase the adaptability and flexibility to detect effectively the external and internal disturbances, several algorithms for roll-to-roll web control system are proposed in recent years. However, almost all proposals are employed without taking attention in the change in time of radii of unwinder and rewinder. In this paper, a control system design is proposed firstly for non-linear roll-to-roll web control system using the uni-directional crossfeed two-channel design approach. Secondly, an evolution strategy based autonomous algorithm is developed to detect the errors and automatically recover the errors at every time interval in the presence of the varying radii. The numerical simulations validate the stability and reliability of the proposed approach.
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References
Choi, K.-H., Tran, T.T., Kim, D.-S.: Back-Stepping Controller Based Web Tension Control for Roll-to-Roll Web Printed Electronics System. Journal of Advanced Mechanical Design, Systems, and Manufacturing 5(1), 7–21 (2011)
Tran, T.T., Choi, K.-H., Chang, D.-E., Kim, D.-S.: Web Tension and velocity control of two-span roll-to-roll system for printed electronics. Journal of Advanced Mechanical Design, Systems, and Manufacturing 5(4), 329–346 (2011)
Choi, K.-H., Tran, T.T., Kim, D.-S.: An new approach for intelligent control system design using the modified genetic algorithm. Int. J. Intelligent Systems Technologies and Applications 9(3/4) (2010)
Choi, K.-H., Tran, T.T., Su, Y.B., Kim, D.-S.: Printing Pressure Control Algorithm of Roll-to-Roll Web System for Printed Electronics. In: Frontiers of Assembly and Manufacturing, pp. 187–209. Springer (2010)
Choi, K.H., Thanh, T.T., Kim, D.S.: A control system design of automatically tuning controller for roll to roll web system using the modified genetic algorithm. In: Proceedings of the 7th Asian Control Conference, Hong Kong, China, August 27-29 (2009)
Kang, C.-G., Lee, B.-J.: Stability analysis for design parameters of a roll-to-roll printing machine. In: International Conference on Control, Automation and Systems 2007, COEX, Seoul, Korea (2007)
Song, S.-H., Sul, S.-K.: A new tension controller for continuous strip processing line. IEEE Transactions on Control Systems Technology 11(1), 2225–2230 (1998)
Zolotas, A.C., Halikias, G.D.: Optimal design of PID controllers using the QFT method. IEE Proc. Control Theory Applications 46(6), 585–589 (1999)
Kim, J.-S., Kim, J.-H., Park, J.-M., Park, S.-M., Choe, W.-Y., Heo, H.: Auto tuning PID controller based on improved genetic algorithm for reverse osmosis plant. Proceedings of World Academy of Science Engineering and Technology 30, 1001–1007 (2008)
Lee, B.-J., Kim, S.-H., Kang, C.-G.: Analysis of a nonlinear web-tension control system of a high-speed gravure printing machine. In: SICE-ICASE International Joint Conference, Bexco, Busan, Korea, October 18-21 (2006)
Lin, K.C.: Observer – based tension feedback control with friction and inertia compensation. IEEE Transactions on Control Systems Technology 11(1), 109–118 (2003)
Lin, K.C., Tsai, M.-C., Chen, K.-Y.: Web tension control of a start-up process using observer techniques with friction and inertia compensation. In: The 27th Annual Conference of the IEEE Industrial Electronics Society (2001)
Shin, K.-H., Kwon, S.-O., Kim, S.-H., Song, S.-H.: Feedforward control of the lateral position of a moving web using system identification. IEEE Transactions on Industry and Applications, 345–351 (2003)
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Tran, T.T., Zubair, G.P.M., Choi, KH. (2013). An Evolution Strategy Based Autonomous Algorithm for Roll-to-Roll Web Control System. In: Lee, S., Cho, H., Yoon, KJ., Lee, J. (eds) Intelligent Autonomous Systems 12. Advances in Intelligent Systems and Computing, vol 194. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33932-5_67
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DOI: https://doi.org/10.1007/978-3-642-33932-5_67
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