Research of control system of polymeric extrusion process under conditions of disturbances
DOI:
https://doi.org/10.15587/1729-4061.2014.26194Keywords:
extruder, system, control, studies, controller, disturbance, efficiency, temperature, mode, adaptationAbstract
The analysis concerning the importance of maintaining a given temperature mode of an extruder while manufacturing polymer materials was carried out. An adaptive system of controlling the temperature mode of the extruder in a normal operating mode under conditions of disturbances of different nature was studied. The adaptive control system is based on the autoregressive-moving average model, uses the recursive least-squares method and its modifications for estimating the model parameters. The studies of the adaptive control system were carried out by introducing disturbances into the system operation. Changes of the power consumption of heat, for example, due to the dissipation of mechanical energy, were considered as the disturbances. The proposed control system of the polymer extrusion process has shown high efficiency under conditions of disturbances of different nature, confirmed by the given results of the conducted studies.
References
- Riabtsev, G. L., Mikulonok, I. O. (2006). Polymer Packaging Materials (condition and ways to improve). Upakovka, 1, 42–47.
- Mikulonok, I. O. (2009). A equipment and processes processing of thermoplastic materials using recycled materials : Monograph. Kyiv, KPI, 264.
- Kim, V. S. (2005). Theory and practice of polymer extrusion. Koloss, 568.
- Rauvendal, К. (2006). Polymeric extrusion. St. Petersburg.: Professiya, 768.
- Tadmor, Z., Gogos, C. G. (2006). Principles of Polymer Processing. Wiley Interscience, 961.
- Rauvendal, К., Norega, M. P., Harys, H. (2008). Identification and elimination of problems in extrusion. St. Petersburg.: Professiya, 328.
- Abeykoon, С., Li, K., McAfee, M., Martin, P, Irwin, G. (2011). Extruder Melt Temperature Control With Fuzzy Logic. Preprints of the 18th IFAC World Congress Milano (Italy), 8577–8582. doi: 10.3182/20110828-6-IT-1002.01576
- Abeykoon, C., McAfee, M., Li, K., Martin, P. J., Deng, J., & Kelly, A. L. (2010). Modelling the Effects of Operating Conditions on Motor Power Consumption in Single Screw Extrusion. Lecture Notes in Computer Science, 9–20. doi:10.1007/978-3-642-15597-0_2
- Tsai, С.-С., Tsai, C.-C., Lu, C.-H. (1998). Fuzzy supervisory predictive PID control of a plastics extruder barrel. Journal of the Chinese Institute of Engineers, 21 (5), 619–624. DOI:10.1080/02533839.1998.9670423
- Ravi, S., Sudha, М., Balakrishnan, Р. (2011). Design of Intelligent Self-Tuning GA ANFIS Temperature Controller for Plastic Extrusion. Hindawi Publishing Corporation Modelling and Simulation in Engineering, 12, 611–624. doi:10.1155/2011/101437
- Yusuf, I., Iksan, N., Suryana Herman, N. A. (2010). Temperature Control for Plastic Extruder Used Fuzzy Genetic Algorithms. Proceedings of the International MultiConference of Engineers and Computer scientists, 2.
- Hobin, V. А., Egorov, V. B. (2009). Managing the process of extrusion plant materials under conditions of limited resources and uncertainty. «Information technology and automation – 2009», Odessa, 30–31.
- Zhuchenko, O. A. (2014). Adaptive system of controlling temperature mode of polymer materials extrusion. Eastern-European Journal of Enterprise Technology, 3/2 (69), 57–61.
- Ostrem, К., Vittenmark, B. (1987). Control system with computer. Moscow, 480.
- Wang, Y.-T., Wu, S.-L. (2006). Modelling and Control for a Thermal Вarrel in Plastic Molding Process. Tamkang Journal of Science and Engineering, 9 (2), 129–140.
- Lu, Q., Mulvaney, S. J., Hsieh, F., & Huff, H. E. (1993). Model and strategies for computer control of a twin-screw extruder. Food Control, 4 (1), 25–33. doi:10.1016/0956-7135(93)90124-7
- Eykhoff, P. (1975) Basics identification management systems. Moscow, 683.
- Zhuchenko, О. А., Bidyuk, P. I. (2010). Research algorithms identify the model parameters in the adaptive control system extruder. Adaptive automatic control system, Vol. 16 (36), Dnipropetrovsk, 147-154.
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Copyright (c) 2014 Олексій Анатолійович Жученко, Олександр Овсійович Анікеєв
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