Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System

2010 ◽  
pp. 203-207
Author(s):  
Ognjen Kuljaca ◽  
Krunoslav Horvat ◽  
Jyotirmay Gadewadikar
Keyword(s):  
Neural Network ◽  
Power System ◽  
Thermal Power ◽  
Thermal Power System ◽  
Frequency Controller

scholarly journals Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control

Automatika ◽  
2011 ◽  
Vol 52 (4) ◽  
pp. 319-328 ◽  
Author(s):  
Ognjen Kuljača ◽  
Krunoslav Horvat ◽  
Bruno Borovič
Keyword(s):  
Neural Network ◽  
Power System ◽  
Frequency Control ◽  
Thermal Power ◽  
Adaptive Neural Network ◽  
Neural Network Controller ◽  
Network Controller ◽  
Thermal Power System ◽  
System Frequency

Achieving Thermal Power System Stability Using Load Frequency Controller

2017 ◽  
pp. 455-467
Author(s):  
Muhammad Nizam Kamarudin ◽  
Nabilah Mohd Shaharudin ◽  
Mohd Hafiz Jali ◽  
Sahazati Md. Rozali ◽  
Mohd Shahrieel Mohd Aras
Keyword(s):  
Power System ◽  
Thermal Power ◽  
Power System Stability ◽  
System Stability ◽  
Load Frequency ◽  
Thermal Power System ◽  
Frequency Controller

scholarly journals Beta Wavelet Neural Network Based Load-Frequency Controller for an Interconnected Reheat Power system with Hydrogen Electrolyser

2013 ◽  
Vol 10 (5) ◽  
pp. 1587-1597
Author(s):  
R. Francis ◽  
Dr.I. A. Chidambaram
Keyword(s):  
Neural Network ◽  
Power System ◽  
Thermal Power ◽  
Pi Controller ◽  
Wavelet Neural Network ◽  
Load Frequency Control ◽  
Load Frequency ◽  
Thermal Power System ◽  
Beta Wavelet ◽  
Tie Line

This paper investigates a renewable energy resources application to the Load-Frequency Control of interconnected power system. The Proportional plus Integral(PI) controller gains of the two area interconnected thermal power system with the fast acting energy storage devices are designed based on Control Performance Standards (CPS) using conventional/Beta Wavelet Neural Network(BWNN) approaches. The energy storing device Hydrogen generative Aqua Electrolizer (HAE) with fuel cell can efficiently damp out the electromechanical oscillations in the power system because of their efficient storage capacity in addition to the kinetic energy of the generator rotor, which can share the sudden changes in power requirements. The system was simulated and the frequency deviations in area 1 and area 2 and tie-line power deviations for 1% and 5% step- load disturbance in area 1 are obtained. The comparison of frequency deviations and tie-line power deviations of the two area interconnected thermal power system with HAE designed with BWNN Controller are found to be superior than that of output response obtained using PI Controller.

scholarly journals Parallel Control Structure Scheme for Load Frequency Controller Design using Direct Synthesis Approach

2020 ◽  
Vol 10 (1) ◽  
pp. 47
Author(s):  
Anand Kumar ◽  
Md Nishat Anwar
Keyword(s):  
Power System ◽  
Controller Design ◽  
Direct Synthesis ◽  
Thermal Power ◽  
Frequency Regulation ◽  
Load Frequency ◽  
Thermal Power System ◽  
Parallel Control ◽  
Frequency Controller ◽  
Synthesis Approach

This paper presents load frequency controller design for a single area as well as the multi-area thermal power system using direct synthesis approach with parallel control structure (PCS) scheme. The set-point and load frequency controller has been designed for frequency regulation and maintains tie-line power within a pre-specified limit for LFC power system.  The proposed controller has been implemented for single-area, two-area, and four-area thermal power system for frequency regulation. The proposed method shows impressive simulation results compared with existed control method. The robustness of the proposed method has been examined with the help maximum sensitivity and parametric variation in the nominal power system.

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