BACK PROPAGATION NEURAL NETWORK TECHNIQUE FOR REDUCTION OF REAL POWER LOSS
Journal Title: International journal of research -GRANTHAALAYAH - Year 2018, Vol 6, Issue 12
Abstract
In this work particle swarm optimization algorithm has been hybridized with Back propagation neural network (PSBP) to solve the reactive power problem. Proposed PSBP methodology improves search. PSO algorithm to optimize the original weight, threshold value and when the algorithm ends, optimal point can be found- on the base of PSO algorithm; Back propagation neural network algorithm to search overall situation and then achieve the network training goal. In the particle swarm, every particle’s position represents weights set among the network during the resent iteration. In order to evaluate the proposed algorithm, it has been tested on IEEE 118 bus system and compared to other algorithms and simulation results show that proposed algorithm reduces the real power loss effectively.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP434074
- DOI 10.5281/zenodo.2532396
- Views 90
- Downloads 0
PREDICTING BANKRUPTCY OF SELECTED FIRMS BY APPLYING ALTMAN’S Z-SCORE MODEL
Predication of Bankruptcy is critical task. Early stage of identification of likelihood of solvency may avoid evils in the near future & may shelter the firm from Bankruptcy situation. Bankruptcy of organizations can be...
BIOMETRICS SYSTEM ACKNOWLEDGEMNT BASED ON DATA FUSION
In these days lot of systems have need an efficient and reliable biometrics recognition system. By considering the importance of biometric systems in global world, in this paper we are discussing the importance of a new...
DEPICTION OF MATERIAL CIRCUMSTANCES OF WOMEN IN JEAN SASSON’S NOVELS
The postmodern American novelist, Jean Sasson, the voice of Islamic women, depicts minutely and graphically the material circumstances of women in her novels. She has presented the material graph of women in the Middle E...
FARMERS KNOWLEDGE ON INTERGRATED PEST MANAGEMENT IN CUCURBIT PRODUCTION
It is estimated that more than 50% of the crop loss is due to pest infestation. Assessment of farmers’ knowledge on Integrated Pest Management and pesticides use to manage threat pests, their safe use in cucurbit product...
LITERARY ARCHITECTURE
Architecture and Literature are the social forms of art peculiar to the mankind. Architecture creates a story with a thread of spaces whereas Literature builds a visual representation of a place with words. They have bee...