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Wireless Personal Communications
Published in: Wireless Personal Communications 2/2015

01-11-2015

Designing and Implementation of Industrial Process Control and Monitoring System Using Fuzzy PID and WSN

Authors: Muhammad Rehan, Syed Waqad Ali Hashmi, Muhammad Aamir, Muhammad Safwan, Bilal A. Alvi

Published in: Wireless Personal Communications | Issue 2/2015

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Abstract

The paper addresses the nonlinear control design problem for a two tank system. Three crucial industrial parameters i.e. temperature, level and flow are used in this work. Mathematical modeling of the proposed two tank system is presented in this work and the proposed system is also implemented using Lab View. Industrial parameters are controlled by Fuzzy PID controller which greatly improves the performance of the system. This system can be adopted by industries to improve their processes and it can also be used by academia for teaching purposes. This system provides real time simulation and hardware implementation which provide aid in learning for the graduate and undergraduate control students.
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Literature
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Hashmi, S. W. A., Rehan, M., Aamir, M., Kumar, H., & Liaquat, F. (2014). Distributed process monitoring and control using FPGA. In IEEE wireless communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems (VITAE-2014), (pp. 1–5). Aalborg, May 11–14, 2014.
2.
Hashmi, S. W. A., Alvi, B. A., Rehan, M., Kamal, M. S., & Zaheen, M. Y. (2014). Energy efficient vital signs monitoring using WSN. Wireless Personal Communications, 76(3), 489–501.CrossRef
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Asif, M., Khan, M. J., Rehan, M., & Safwan, M. (2015). Feedforward and feedback kinematics controller for wheeled mobile robot trajectory tracking. Journal of Automation and Control Engineering, 3(3), 178–182.CrossRef
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Ang, K. H., Chong, G., & Li, Y. (2005). PID control system analysis, design and technology. IEEE Transactions on Control Systems Technology, 13(4), 559–576.CrossRef
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He, S.-Z., Tan, S., Xu, F.-L., & Wang, P.-Z. (1993). Fuzzy self-tuning of PID controllers. Fuzzy Sets and Systems, 56, 37–46.MathSciNetCrossRef
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Larsen, P. M. (1980). Industrial applications of Fuzzy logic control. International Journal of Man–Machine Studies, 12, 3–10.CrossRef
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Smith, R. S., & Doyle, J. (1988). The two tank experiment: A benchmark control problem. In American Control Conference, (pp. 2026–2031). IEEE.
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Heckenthaler, T., & Engell, S. (1994). Approximately time-optimal fuzzy control of a two-tank system. Control Systems, IEEE 14(3), 24–30.
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Pana, H., Wong, H., Kapila, V., & de Queiroz, M. S. (2005). Experimental validation of a nonlinear backstepping liquid level controller for a state coupled two tank system. Control Engineering Practice, 13, 27–40.CrossRef
Metadata
Title
Designing and Implementation of Industrial Process Control and Monitoring System Using Fuzzy PID and WSN
Authors
Muhammad Rehan
Syed Waqad Ali Hashmi
Muhammad Aamir
Muhammad Safwan
Bilal A. Alvi
Publication date
01-11-2015
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 2/2015
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-015-2750-2

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