Speed Control of DC Motor Using ACO Based FOPID Controller

Authors

  • Jatin Yadav Department of Electrical and Electronics Engineering, Amity University, Gurugram, Haryana, India Author
  • Prashant Kumar Department of Electrical and Electronics Engineering, Amity University, Gurugram, Haryana, India Author
  • Neeraj Gupta Assistant Professor, Department of Electrical and Electronics Engineering, Amity University, Gurugram, Haryana, India Author
  • Manjeet Kaur Assistant Professor, Department of Electrical and Electronics Engineering, Amity University, Gurugram, Haryana, India Author

Keywords:

ACO, DC Motor, FOPID Controller, PID Controller, Swarm Intelligence

Abstract

Direct current (DC) motors are widely used  because of their easily controllable and reliable access. DC  motors have many salient features that includes a wide  range of torque speed control, reliable operation with  greater efficiency and a greater starting torque and many  more. A nonlinear model for a DC motor can be  represented for considering all uncertainties and non linearities. In this paper, DC motor is studied which is  having a second order system. Many controllers are being  used for controlling speed of DC motor. An analysis is  carried out on mathematical model of DC motor whose  field is excited by an external or separate supply. Tuning of  FOPID parameters using Ant Colony Optimization  Technique (ACO) is discussed here. 

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References

Ahuja, Ashu, and Sanjeev Kumar Aggarwal. "Design of fractional order PID Controller for DC motor using evolutionary optimization techniques." (WSEAS TRANSACTIONS on SYSTEMS and CONTROL).

Singhal, Rinku, Subhransu Padhee, and Gagandeep Kaur. "Design of Fractional Order PID Controller for Speed Control of DC Motor." (International Journal of Scientific and Research Publications) 2, no. 6 ( 2012).

Idir, Abdelhakim, Madjid Kidouche, Yassin Bensafia, Khatir Khettab, and Sid Ahmed Tadjer. "Speed Control of DC Motor Using PID and FOPID Controllers Based on Differential Evolution and PSO." (International Journal of Intelligent Engineering & Systems) 2018.

Pandey, Narayan Dutt, and Dr. Pratibha Tiwari. "Efficient Fractional Feedback Speed Controller in DC Motor Using FOPID Fed with PSO." (International Journal of Science and Research) 2015.

Tajbakhsh, Hadi, and Saeed Balochian. "Robust Fractional Order PID Control of a DC Motor with Parameter Uncertainiy Structure." (International Journal of Innovative Science, Engineering and Technology) 1, no. 6 (2014).

Kumar, Vimal, and Dr. A.S. Jhunghare. "Fractional Order PID Controller for Speed Control of DC Motor using Genetic Algorithm." (International Journal for Scientific Research and Development).

Mohammed, Ibrahim K., and Abdulla I. Abdulla. "Fractional Order PID Controller Design for Speed Control DC Motor based on Artificial Bee Colony Optimization." (International Journal of Computer Applications.) 2018.

Puangdownreong, Deacha. "Fractional Order PID Controller Design for DC Motor Speed Control System via Flower Pollination algorithm." (ECTI Transactions On Electrical Eng., Electronics, and Communications) 17 (2019).

Sondhi, Swati, and Yogesh V. Hote. "Fractional Order PId Controller for load frequency control." Energy Conversion and management 85 , 2014.

Almatheel, Yaseer Ali, and Ahmed Abdelrehman. "Speed Control of DC Motor Using Fuzzy Logic Controller." (International Conference On Communication, Control, Computing and Electronics Engineering (ICCCCEE)) 2017.

Cordon, Oscar, Fransisco Herrera, and Thomas Stützle. "A review on the Ant Colony Optimization metaheuristic: Basis, models and new trends." (Mathware and Soft Computing ) 2002.

Dorigo, Marco, Mauro Biratari, and Thomas Stützle. "Ant Colony Optimization." IEEE Computational Intelligence Magazine (IEEE Computational Intelligence Magazine), 2006.

Ning, Jiaxu, Changsheng Zhang, Peng Sun, and Yunfei Feng. "Comparative Study of Ant Colony Algorithms forMulti-Objective Optimization." (MDPI Journals) 2018.

Ibrahim, H.E.A., and Ahmed A. Hakim Mahmoud. " DC Motor Control using PID Controller Based on Improved Ant Colony Algorithm." ( International Review of Automatic Control (I.RE.A.CO.)) 7 (2014.).

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Published

2020-07-04

Issue

Vol. 8 No. 4 (2020): International Journal of Innovative Research in Computer Science and Technology (Jul) 2020

Section

Articles

How to Cite

Speed Control of DC Motor Using ACO Based FOPID Controller . (2020). International Journal of Innovative Research in Computer Science & Technology, 8(4), 261–265. Retrieved from https://acspublisher.com/journals/index.php/ijircst/article/view/13225