Differential Evolution for Optimization of PID Gains in Automatic Generation Control
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 5
Abstract
Automatic generation control (AGC) of a multi area power system provides power demand signals for AGC power generators to control frequency and tie-line power flow due to the large load changes or other disturbances. Occurrence of large megawatt imbalance causes large frequency deviations from its nominal value which may be a threat to secure operation of power system. To avoid such situation, emergency control to maintain the system frequency using differential evolution (DE) based proportionalintegral- derivative (PID) controller is proposed in this paper. DE is one of the most powerful stochastic real parameter optimization in current use. DE based optimum gains give better optimal transient response of frequency and tie line power changes compared to particle swarm optimization based gains.
Authors and Affiliations
Dr. L. D. Arya , Dr. H. K. Verma , Miss Cheshta Jain
Keywords
Related Articles
- EP ID EP119099
- DOI -
- Views 115
- Downloads 0
Service Based Architecture for Manufacturing Sector
SOA has been widely and quickly adopted in different rganizations during recent years. SOA enables to solve integration complexity problem and facilitates broadscale interoperability and unlimited collaboration across t...
Ontology driven Pre and Post Ranking based Information Retrieval in Web Search Engines
With the tremendous growth of World Wide Web, it has become necessary to organize the information in such a way that it will make easier for the end users to find the information they want efficiently and accurately. Thi...
A Note on Linear based Set Associative Cache address System
Based on the system request or application request a set of word is loaded on the cache memory. When the system is switched off the cache history gets abscond. The performance of CPU is based on the factors such as cache...
Impulse Noise removal in Digital Images
In this paper, we introduce a new class of filter, the modified spatial median filter (MSMF) for the removal of impulse noise in digital images. The proposed filter is compared with four different filtering algorithms ba...
A NEW PRUNING APPROACH FOR BETTER AND COMPACT DECISION TREES
The development of computer technology has enhanced the people’s ability to produce and collect data. Data mining techniques can be effectively utilized for analyzing the data to discover hidden knowledge. One of the wel...