LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER
Abstract & Details
Research Area
Electrical Engineering
Keywords
-
Abstract
Load frequency control (LFC) is a crucial aspect of power systems, especially in a deregulated environment where the generation and demand of electricity can vary rapidly. The goal of LFC is to maintain a balance between the generation and demand of power, ensuring stability and reliability of the system. Fuzzy logic controllers (FLCs) can provide an efficient solution for LFC in multi-area power systems by providing robust and flexible control.
In this project, a fuzzy logic controller is proposed for LFC in a multi-area power system under a deregulated environment. The FLC uses the information of generation, demand, and inter-area power flow to make decisions on the control of the area's generation The proposed controller is compared with traditional PI controllers and simulation results show that the fuzzy logic controller provides a better response to frequency deviation and can handle the non-linearities and uncertainties present in the power system.
The simulation results also show that the FLC provides improved performance compared to traditional controllers in terms of settling time, overshoot, and steady-state error. The proposed fuzzy logic controller has been tested under different scenarios, including changes in load demand and generation, to verify its robustness and effectiveness in a deregulated environment.
In conclusion, the proposed fuzzy logic controller provides a promising solution for load frequency control in multi-area power systems under a deregulated environment. The use of a fuzzy logic controller offers robust and flexible control, providing improved performance compared to traditional controllers. This research can contribute to the development of a more stable and reliable power system in a deregulated environment and can provide useful information for the design and implementation of future control strategies for load frequency control in multi-area power systems.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | P. Manmadha Reddy | JNTUK University College of Engineering Narasaraopet |
| 2 | Dr.Kurakula Vimala Kumar | JNTUK University College of Engineering Narasaraopet |
| 3 | D.Adinarayana | JNTUK University College of Engineering Narasaraopet |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Reddy, P. Manmadha, Kumar, Dr.Kurakula Vimala, & D.Adinarayana (2023). LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER. International Journal of Advance Research and Innovative Ideas In Education, 9(5), 2368-2375.
MLA Style
Reddy, P. Manmadha, et al. "LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 5, 2023, pp. 2368-2375.
IEEE Style
P. Manmadha Reddy, Dr.Kurakula Vimala Kumar, and D.Adinarayana, "LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 5, pp. 2368-2375, 2023.
Vancouver Style
Reddy P. Manmadha, Kumar Dr.Kurakula Vimala, D.Adinarayana. LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(5):2368-2375.
Harvard Style
Reddy, P. Manmadha, Kumar, Dr.Kurakula Vimala, & D.Adinarayana (2023) 'LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER', International Journal of Advance Research and Innovative Ideas In Education, 9(5), pp. 2368-2375.
Chicago Style
Reddy, P. Manmadha, Dr.Kurakula Vimala Kumar, and D.Adinarayana. "LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER." International Journal of Advance Research and Innovative Ideas In Education 9, no. 5 (2023): 2368-2375.
Turabian Style
Reddy, P. Manmadha, Dr.Kurakula Vimala Kumar, and D.Adinarayana. "LOAD FREQUENCY CONTROL PROBLEM OF A DEREGULATED SYSTEM USING FUZZY LOGIC CONTROLLER." International Journal of Advance Research and Innovative Ideas In Education 9, no. 5 (2023): 2368-2375.
Related Research
ROBUST BALANCE CONTROL OF TWO-WHEELED BICYCLES A COMPARATIVE STUDY OF H∞ LOOP SHAPING AND PID APPROACHES
PDF Unavailable
USING NEURAL NETWORKS TO PREDICT THREE-PHASE TRANSFORMER FAILURES BASED ON ELECTRICAL SIGNALS AND MECHANICAL VIBRATIONS
PDF Unavailable
APPLICATION OF VARIATIONAL QUANTUM CLASSIFIER IN FAULT CLASSIFICATION ON THREE-PHASE POWER TRANSMISSION LINE
PDF Unavailable
Review of Recent Advances in Solar Energy Technology
PDF Unavailable
Analytical Sizing and Layout of a High-Gain CMOS Comparator for Mixed-Signal Applications
PDF Unavailable
Daul power generation by using solar and windmill generator
PDF Unavailable