I. J. of Electrical & Electronics Research
Research Article | 
Design and Simulation of Modified Type-2 Fuzzy Logic Controller for Power System
Author(s): Yousif Al Mashhadany (SMIEEE)1, Sameh Jassam2 and Elaf Hamzah Yahia3
Published In : International Journal of Electrical and Electronics Research (IJEER) Volume 10, Issue 3
Publisher : FOREX Publication
Published : 30 September 2022
e-ISSN : 2347-470X
Page(s) : 731-736
Abstract
This Article exhibits the structure of a Modified Type-2 (MT2) Fuzzy Logic (FL) Controller (MT2FLC), direction line programming of development, also performance optimization for different power systems. The implementation of the MT2FLC for control of a power system. New participation capacities were considered in adjusting a domain for an Interval Type-2 (IT2) Fuzzy Logic (FL) System (IT2FLS). Another structure in graphic user interface (GUI) mimicked four controllers: an optimal PID controller, FLC, a Type-1(TIFLC), an Interval Type-2 ((IT2FLC), and the MIT2FLC. Their yields were analysed, different periods of the structure procedure for the fuzzy framework, from beginning depiction to conclusive execution, can be gotten from the altered tool compartment (whose capacity to create complex frameworks and adaptability in broadening the accessible usefulness into working with adjusted type2 fuzzy administrators, phonetic factors, IT2 participation capacities, and defuzzification strategies, just as in assessing the MIT2FLC are its best characteristics). Case study for this work, all the optimization controllers implemented for a Brushless DC (BLDC) Motor with MATLAB Ver.2012a was utilized in the recreation and plan of the entirety of the procedure GUIs. Satisfactory results are obtaining which improve the implementation of the using of MIT2FLC controller as practical solution of power system.
Keywords: Modified Type-2 Fuzzy Logic Controller (MT2FLC) , Graphic usage interface (GUI), BLDC Optimizations performance
Yousif Al Mashhadany (SMIEEE)*, Electrical Engineering Department, Engineering College, AL Anbar University, Iraq; Email: yousif.mohammed@uoanbar.edu.iq
Sameh Jassam, Electrical Engineering Department, Engineering College, AL Anbar University, Iraq
Elaf Hamzah Yahia, Electrical Engineering Department, Engineering College, AL Anbar University, Iraq
-
[1] D. Hidalgo, O. Castillo, P. Melin, “Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms”, Elsevier Ltd, Journal Information Sciences, 179, 2009, pp.2123–2145[Cross Ref]
-
[2] B L. Zhao, “Computing with Words for Interval Type-2 Fuzzy Set Based on Fuzzy Extension Principle”, IEEE International Conference on Intelligent Control and Information Processing, Dalian, China, August 13-15, 2010, pp. 580-585[Cross Ref]
-
[3] C.Ganesh, M.Prabhu, M.Rajalakshmi, G.Sumathi, V. Bhola, S.K.Patnaik, “ANN Based PID Controlled Brushless DC drive System”, Proc. of Int. Conf. on Advances in Electrical & Electronics, © 2011 ACEEE, DOI: 02.AEE.2011.02.83, 2011[Cross Ref]
-
[4] C. G. Real, E. V. Sánchez, J. G. Gil, “Position and Speed Control of Brushless DC Motors Using Sensorless Techniques and Application Trends”, Sensors 2010, 10, 6901-6947; doi:10.3390/s100706901. pp 6901- 6964. [Cross Ref]
-
[5] S.R. Khuntia, K.B. Mohanty, S. Panda, C. Ardil, “A Comparative Study of P-I, I-P, Fuzzy and Neuro-Fuzzy Controllers for Speed Control of DC Motor Drive”, International Journal of Electrical and Computer Engineering 5:5 2010, pp 287-291[Cross Ref]
-
[6] S. Saha, M. K. Ray, P. Roy, “ A Comparison between the Performance of Fuzzy Logic-based PD Controller and General PD Controller”, Original Research Articles, I J A I T I 2 0 1 2, pp. 1-13.[Cross Ref]
-
[7] S. Saini, A. Kumar, “Speed Control of Separately Excited D.C Motor using Self Tuned ANFIS Techniques”, International Journal of Computer Science and Technology, IJCST Vol. 3, Issue 1, Jan. - March 2012, pp. 500-504.[Cross Ref]
-
[8] B. A. Omar, A. Y. Haikal, F. F. Areed, “An Adaptive Neuro-Fuzzy Speed Controller for a Separately excited DC Motor”, International Journal of Computer Applications, Vol. 39– No.9, February 2012 ,pp. 0975 – 8887 [Cross Ref]
-
[9] Sun, Y.G.; Qiang, H.Y.; Mei, X.; Teng, Y.Y. Modified repetitive learning control with unidirectional control input for uncertain nonlinear systems, Neural Computing and Applications. Nevral Comput. Appl. 2018, 30, 2003–2012. [Cross Ref]
-
[10] Y. I. Al-Mashhadany, “ANFIS-Inverse-Controlled PUMA 560 Workspace Robot with Spherical Wrist”, published on Elsevier Procedia Engineering journal 2012 , 41, pp. 700-709[Cross Ref]
-
[11] B.A.A. Omar, A.Y.M. Haikal, F.F.G. Areed, “Design adaptive neuro-fuzzy speed controller for an electro-mechanical system”, Ain Shams Engineering Journal ,2, 2011, pp. 99–107[Cross Ref]
-
[12] Q. Liang, J. M. Mendel, “Interval Type-2 Fuzzy Logic Systems: Theory and Design”, IEEE Transactions on fuzzy systems, Vol. 8, No. 5, Oct. 2000, pp. 535-550[Cross Ref]
-
[13] S. Gamaralalage, P. Jesus, and D. Šormaz, “Conversion of the SCARA Robot into a Hybrid Manufacturing Workstation,” Procedia Manuf., vol. 17, pp. 62–69, 2018, doi: 10.1016/j.promfg.2018.10.013.[Cross Ref]
-
[14] Y. I. Al-Mashhadany, Modeling and Simulation of Adaptive Neuro-Fuzzy Controller for Chopper-Fed DC Motor Drive, 2011 IEEE Applied Power Electronics Colloquium, Malaysia, 18 – 19 April 2011, pp 110-115[Cross Ref]
-
[15] Himabindu Eluri, M. Gopichand Naik (2022), Energy Management System and Enhancement of Power Quality with Grid Integrated Micro-Grid using Fuzzy Logic Controller. IJEER 10(2), 256-263. DOI: 10.37391/IJEER.100234.[Cross Ref]
-
[16] Sandhya Kulkarni and Archana Thosar (2022), Performance Analysis of Fault Tolerant Operation of PMSM using Direct Torque Control and Fuzzy Logic Control. IJEER 10(2), 297-307. DOI: 10.37391/IJEER.100240.[Cross Ref]
-
[17] Durga Prasad Ananthu and Prof. Neelashetty K (2021), Electrical Load Forecasting using ARIMA, Prophet and LSTM Networks. IJEER 9(4), 114-119. DOI: 10.37391/IJEER.090404.[Cross Ref]
Yousif Al Mashhadany (SMIEEE), Sameh Jassam and Elaf Hamzha Yahia (2022), Design and Simulation of Modified Type-2 Fuzzy Logic Controller for Power System. IJEER 10(3), 731-736. DOI: 10.37391/IJEER.100352.