Abstract
Position control is particularly important in systems with pneumatic drives. Many centres around the world are looking for an optimal and effective method especially for rod and rodless pneumatic cylinders. Position control of pneumatic drives is a difficult process due to the compressibility of the working medium, friction occurring in the drive system, stick-slip phenomenon, clearances in the cylinder, sticking of the piston to the cylinder in final positions. The problem is to set and maintain a constant speed of motion, especially in the low speed range, and to precisely stop the piston of the cylinder in intermediate positions between the end positions of the cylinder.
The article presents the theoretical foundations of fuzzy logic controllers and the principles of their design for pneumatic drive systems. A fuzzy control system for an electro-pneumatic servo-drive made of a rodless cylinder controlled by a proportional flow valve has been analysed. An experimental stand for testing designed fuzzy logic controllers and assessing the quality of control has been presented. Experimental tests have been conducted for the implementation of changeover control, tracking control and following up the curvilinear trajectory.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Zadeh, L.A.: Fuzzy sets. Inf. Control 8(3), 338–353 (1965). https://doi.org/10.1016/S0019-9958(65)90241-X
Schulte, H., Hahn, H.: Fuzzy state feedback gain scheduling control of servo-pneumatic actuators. Control Eng. Pract. 12, 639–650 (2004). https://doi.org/10.1016/S0967-0661(03)00148-5
de Silva, C.W.: Intelligent Control: Fuzzy Logic Applications. CRC Press, Cambridge (1995)
Takosoglu, J.E., Dindorf, R.F., Laski, P.A.: Rapid prototyping of fuzzy controller pneumatic servo-system. Int. J. Adv. Manuf. Technol. 40, 349–361 (2007). https://doi.org/10.1007/s00170-007-1349-5
Harris, J.: Fuzzy Logic Applications in Engineering Science. Springer, New York (2005)
Ross, T.J.: Fuzzy Logic with Engineering Applications. Wiley, Hoboken (2010)
Takosoglu, J.E., Laski, P.A., Blasiak, S.: A fuzzy logic controller for the positioning control of an electro-pneumatic servo-drive. Proc. Inst. Mech. Eng. Part I J. Syst. Control Eng. (2012). https://doi.org/10.1177/0959651812456498
Yager, R.R., Filev, D.P.: Essentials of Fuzzy Modeling and Control, 1st edn. Wiley, Hoboken (1994)
Driankov, D., Hellendoorn, H., Reinfrank, M.: An Introduction to Fuzzy Control. Springer, Heidelberg (1996)
Saravanakumar, D., Mohan, B., Muthuramalingam, T.: A review on recent research trends in servo pneumatic positioning systems. Precis. Eng. 49, 481–492 (2017). https://doi.org/10.1016/j.precisioneng.2017.01.014
Lisowski, E., Filo, G.: Automated heavy load lifting and moving system using pneumatic cushions. Autom. Constr. 50, 91–101 (2015). https://doi.org/10.1016/j.autcon.2014.12.004
Takosoglu, J.E.: Experimental research of flow servo-valve. In: Dancova, P. (ed.) Proceedings of the International Conference Experimental Fluid Mechanics 2016. Technical University Liberec, pp. 819–823 (2016)
Takosoglu, J.E., Laski, P.A., Blasiak, S., et al.: Determination of flow-rate characteristics and parameters of piezo valves. In: Dancova, P. (ed.) Proceedings of the International Conference Experimental Fluid Mechanics 2016, pp. 814–818, Technical University Liberec (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Takosoglu, J., Dindorf, R., Wos, P. (2021). Design Rules for Fuzzy Logic Controllers for Pneumatic Systems. In: Stryczek, J., Warzyńska, U. (eds) Advances in Hydraulic and Pneumatic Drives and Control 2020. NSHP 2020. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-59509-8_17
Download citation
DOI: https://doi.org/10.1007/978-3-030-59509-8_17
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-59508-1
Online ISBN: 978-3-030-59509-8
eBook Packages: EngineeringEngineering (R0)