Journal ArticleDOI
Automatic generation control of a multi area hydrothermal system using reinforced learning neural network controller
TLDR
In this paper, a multilayer perception neural network (MLPNN) controller using reinforcement learning is evaluated for the automatic generation control of a three unequal area hydrothermal system.About:
This article is published in International Journal of Electrical Power & Energy Systems.The article was published on 2011-05-01. It has received 126 citations till now. The article focuses on the topics: Automatic Generation Control & Step response.read more
Citations
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Journal ArticleDOI
A novel hybrid PSO-PS optimized fuzzy PI controller for AGC in multi area interconnected power systems
TL;DR: The superiority of the proposed fuzzy PI controller has been shown by comparing the results with Bacteria Foraging Optimization Algorithm (BFOA), Genetic Al algorithm (GA), conventional Ziegler Nichols (ZN), Differential Evolution (DE) and hybrid BFOA and PSO based PI controllers for the same interconnected power system.
Journal ArticleDOI
Automatic generation control using two degree of freedom fractional order PID controller
TL;DR: In this article, a Two-Degree-of-freedom-Fractional Order PID (2-DOF-FOPID) controller is proposed for automatic generation control (AGC) of power systems.
Journal ArticleDOI
Firefly algorithm optimized fuzzy PID controller for AGC of multi-area multi-source power systems with UPFC and SMES
TL;DR: The superiority of the proposed FA optimized fuzzy PID controller has been demonstrated by comparing the results with some recently published approaches such as optimal control and Differential Evolution optimized PID controller for the identical interconnected power system.
Journal ArticleDOI
Hybrid differential evolution particle swarm optimisation optimised fuzzy proportional–integral derivative controller for automatic generation control of interconnected power system
TL;DR: It is observed that the optimum gains of the proposed fuzzy PID controller need not be reset even if the system is subjected to variation in loading condition and system parameters, and the superiority of hybrid DEPSO algorithm over differential evolution and particle swarm optimisation algorithm has been demonstrated.
Journal ArticleDOI
Cuckoo Search algorithm based load frequency controller design for nonlinear interconnected power system
TL;DR: In this article, a new optimization technique called Cuckoo Search (CS) algorithm for optimum tuning of PI controllers for Load Frequency Control (LFC) is suggested, where a time domain based objective function is established to robustly tune the parameters of PI-based LFC which is solved by the CS algorithm to attain the most optimistic results.
References
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Journal ArticleDOI
Biomimicry of bacterial foraging for distributed optimization and control
TL;DR: A computer program that emulates the distributed optimization process represented by the activity of social bacterial foraging is presented and applied to a simple multiple-extremum function minimization problem and briefly discusses its relationship to some existing optimization algorithms.
Journal ArticleDOI
Electric Energy Systems Theory: An Introduction
Olle I. Elgerd,H. H. Happ +1 more
TL;DR: In this second edition the introductory chapters have been strengthened to improve appeal to students, and new problems and material has been added on system protection.
Journal ArticleDOI
Optimal des'ign of Power System Stabilizers Using Particle Swarm Opt'imization
TL;DR: In this paper, a novel evolutionary algorithm-based approach to optimal design of multimachine power system stabilizers (PSSs) is proposed, which employs the particle swarm optimization (PSO) technique to search for optimal settings of PSS parameters.
Journal ArticleDOI
Maiden Application of Bacterial Foraging-Based Optimization Technique in Multiarea Automatic Generation Control
TL;DR: In this article, a maiden attempt is made to examine and highlight the effective application of bacterial foraging (BF) to optimize several important parameters in automatic generation control (AGC) of interconnected three unequal area thermal systems, such as integral controller gains (KIi) for the secondary control, governor speed regulation parameters (Ri), and frequency bias parameters (Bi), and compare its performance to establish its superiority over GA and classical methods.
Journal ArticleDOI
Some new findings on automatic generation control of an interconnected hydrothermal system with conventional controllers
J. Nanda,A. Mangla,S. Suri +2 more
TL;DR: In this article, automatic generation control of an interconnected hydrothermal system in continuous-discrete mode using conventional integral and proportionalintegral controllers has been considered for the thermal and hydro plants.
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Some new findings on automatic generation control of an interconnected hydrothermal system with conventional controllers
J. Nanda,A. Mangla,S. Suri +2 more