Load Frequency Control of Single Area Thermal Power Plant Using Type 1 Fuzzy Logic Controller
In this paper, a type 1 Fuzzy controller is composed for solving change in load frequency problem of single area thermal power system. The performances of type 1 fuzzy controller have been demonstrated for comparing the performances of other published paper PID controller such as Ziegler Nichols method. A single area non-reheat thermal power plant with Fuzzy controller is simulated in MATLAB/SIMULINK platform due to a step change in load demand. The proposed fuzzy controller gives better dynamic responses of the power system in terms of Settling time, Peak Overshoot and Peak Undershoot.
Load Frequency Control of Single Area Thermal Power Plant Using Type 1 Fuzzy Logic Controller, Science Journal of Circuits, Systems and Signal Processing.
Vol. 6, No. 6,
2017, pp. 50-56.
D. K. Sambariya and R. Fagna, "Load Frequency Control of Multi-Area Hydro Thermal Power System Using Elephant Herding Optimization Technique," Journal of Automation and Control, vol. 5, pp. 25-36, 2017.
R. Verma and S. Pal, "Intelligent automatic generation control of two-area hydrothermal power system using ANN and fuzzy logic," in Communication Systems and Network Technologies (CSNT), 2013 International Conference on, 2013, pp. 552-556.
D. K. Sambariya and R. Fagna, "A novel Elephant Herding Optimization based PID controller design for Load frequency control in power system," in 2017 International Conference on Computer, Communications and Electronics (Comptelix), 2017, pp. 595-600.
P. C. Pradhan, R. K. Sahu, and S. Panda, "Firefly algorithm optimized fuzzy PID controller for AGC of multi-area multi-source power systems with UPFC and SMES," Engineering Science and Technology, an International Journal, vol. 19, pp. 338-354, 2016.
K. V. Kumar and V. Ganesh, "Fuzzy Logic Controller Based Load Frequency Control of Two Area Inter connected Thermal Power System."
R. Kashyap, S. Sankeswari, and B. Patil, "Load Frequency Control using fuzzy PI controller generation of interconnected hydropower system," International Journal of Emerging Technology and Advanced Engineering, vol. 3, pp. 655-659, 2013.
Y. R. Prajapatia and S. Y. Prajapatib, "A Single Area Load Frequency Control (LFC): Comparative Study Based on Integral and Fuzzy Logic Controller," IJLTEMAS, vol. 5, 2016.
E. A. Daood and A. Bhardwaj, "Automatic load frequency control of Three-area power System using ANN controller with Parallel Ac/Dc Link."
E. Ozkop, I. H. Altas, and A. M. Sharaf, "Load frequency control in four area power systems using fuzzy logic PI controller," in 16th National power systems conference, 2010, pp. 233-236.
Sathans and S. Akhilesh, "Fuzzy Pid Controller for Load Frequency Control of Two-Area Power System Considering Generation Rate Constraint," INTERNATIONAL JOURNAL OF ELECTRICAL SYSTEMS AND CONTROL vol. 3, pp. 43-48, 2011.
L. Puran and R. Mainak, "TWO AREA CONTROL OF AGC USING PI & PID CONTROL BY FUZZY LOGIC," International Journal of Advanced Research in Science And Engineering, vol. 4, pp. 90-96, 2015.
N. S. N., "A single area load frequency control: a comparative study based on pi, optimal and fuzzy logic controllers," AMERICAN JOURNAL OF SCIENTIFIC AND INDUSTRIAL RESEARCH, 2011.
E. Cam, G. Gorel, and H. Mamur, "Use of the Genetic Algorithm-Based Fuzzy Logic Controller for Load-Frequency Control in a Two Area Interconnected Power System," Applied Sciences, vol. 7, p. 308, 2017.
J. R. Nayak, T. K. Pati, B. K. Sahu, and S. K. Kar, "Fuzzy-PID controller optimized TLBO algorithm on automatic generation control of a two-area interconnected power system," in 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015], 2015, pp. 1-4.
V. Nath and D. K. Sambariya, "Design and performance analysis of adaptive neuro fuzzy controller for load frequency control of multi-power system," in 2016 10th International Conference on Intelligent Systems and Control (ISCO), 2016, pp. 1-7.
V. Nath and D. K. Sambariya, "Analysis of AGC and AVR for Single Area and Double Area Power System Using Fuzzy Logic Control," International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, vol. 4, pp. 6501-6511, July 2015 2015.
D. K. Sambariya and V. Nath, "Load Frequency Control Using Fuzzy Logic Based Controller for Multi-area Power System," British Journal of Mathematics & Computer Science, vol. 13, pp. 1-19, 2016.
B. K. Sahu, T. K. Pati, J. R. Nayak, S. Panda, and S. K. Kar, "A novel hybrid LUS–TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system," International Journal of Electrical Power & Energy Systems, vol. 74, pp. 58-69, 2016.
E. Yesil, "Interval type-2 fuzzy PID load frequency controller using Big Bang–Big Crunch optimization," Applied Soft Computing, vol. 15, pp. 100-112, 2014.
S. Pothiya and I. Ngamroo, "Optimal fuzzy logic-based PID controller for load–frequency control including superconducting magnetic energy storage units," Energy Conversion and Management, vol. 49, pp. 2833-2838, 2008.
S. M. Rakhtala and E. S. Roudbari, "Fuzzy PID control of a stand-alone system based on PEM fuel cell," Electrical Power and Energy Systems, vol. 78, pp. 576-590, 2016.
M. N. Anwar and S. Pan, "A new PID load frequency controller design method in frequency domain through direct synthesis approach," International Journal of Electrical Power & Energy Systems, vol. 67, pp. 560-569, 2015.
R. K. Sahu, S. Panda, U. K. Rout, and D. K. Sahoo, "Teaching learning based optimization algorithm for automatic generation control of power system using 2-DOF PID controller," International Journal of Electrical Power and Energy Systems, vol. 77, pp. 287-301, 2016.
D. G. Padhan and S. Majhi, "A new control scheme for PID load frequency controller of single-area and multi-area power systems," ISA Transactions, vol. 52, pp. 242-251, 2013.
H. Saadat, "Power system analysis," PSA Publishing LLC, vol. 3rd edition, 2011.
S. Duman, N. Yorukeren, and I. H. Altas, "Load frequency control of a single area power system using Gravitational Search Algorithm," in 2012 International Symposium on Innovations in Intelligent Systems and Applications, 2012, pp. 1-5.
M. Tammam, M. Aboelela, M. Moustafa, and A. Seif, "Load frequency controller design for interconnected electric power system," in 55th Annual Power Industry division Symposium POWID, 2012.
T. Hussein, "A Genetic Algorithm for Optimum Design of PID Controller in Load Frequency Control," World Academy of Science, Engineering and Technology, vol. 70, pp. 956-960, 2012.
K. Das, P. Das, and S. Sharma, "Load frequency control using classical controller in an isolated single area and two area reheat thermal power system," International Journal of Emerging Technology and Advanced Engineering, vol. 2, pp. 403-409, 2012.
M. S. Hong, I. Wan Ismail, and A. Nor Rul Hasma, "Optimal Load Frequency Control in Single Area Power System Using Pid Controller Based on Bacterial Foraging & Particle Swarm Optimization," ARPN Journal of Engineering and Applied Sciences, vol. 10, pp. 10733-10739, 2015.30