REAL POWER LOSS MINIMIZATION BY MUTUAL MAMMAL BEHAVIOR ALGORITHM

Journal Title: International journal of research -GRANTHAALAYAH - Year 2017, Vol 5, Issue 6

Abstract

This paper presents a Mutual Mammal Behavior (MM) algorithm for solving Reactive power problem in power system. Modal analysis of the system is used for static voltage stability assessment. Loss minimization is taken is taken as main objective. Generator terminal voltages, reactive power generation of the capacitor banks and tap changing transformer setting are taken as the optimization variables. A Meta heuristic algorithm for global optimization called the Mutual Mammal Behavior (MM) is introduced. Mammal groups like Carnivores, African lion, Cheetah, Dingo Fennec Fox, Moose, Polar Bear, Sea Otter, Blue Whale, Bottlenose Dolphin exhibit a variety of behaviors including swarming about a food source, milling around a central location, or migrating over large distances in aligned groups. These Mutual behaviors are often advantageous to groups, allowing them to increase their harvesting efficiency, to follow better migration routes, to improve their aerodynamic, and to avoid predation. In the proposed algorithm, the searcher agents emulate a group of Mammals which interact with each other based on the biological laws of Mutual motion. MM powerful stochastic optimization technique has been utilized to solve the reactive power optimization problem. In order to evaluate up the performance of the proposed algorithm, it has been tested on Standard IEEE 57,118 bus systems. Proposed MM algorithm out performs other reported standard algorithm’s in reducing real power loss.

Authors and Affiliations

Keywords

Related Articles

LUXURY GOODS VS NECESSITY GOODS: WHICH GOODS CONTRIBUTE TO ENHANCEMENT OF THE NATIONAL WEALTH?

How do luxury goods affect the national wealth? This is a topic that can go back to the seventeenth century. In the present paper, we tackle this problem by examining if the innovation accelerates the generation of luxur...

DETERMINATION OF THE PHYLOGENETIC RELATEDNESS OF CRONOBACTER SPP. ISOLATED FROM POWDERED INFANT FORMULA RETAILED IN NIGERIA USING PAN–GENOMIC DNA MICROARRAY

Cronobacter spp. are emerging, opportunistic, food-borne pathogens associated with infections like meningitis, necrotizing enterocolitis and septicaemia in premature and immunocompromised neonates and infants. The phylog...

THE SHEPHERDS HOOK PHENOMENON PATTERN OF HAIR ROOTS A DEMONSTRATION OF COMPARATIVE BIOLECTROMAGNETISM BETWEEN HUMAN HAIRS AND MOUSE WHISKERS BY MEANS OF THE PHOTOELECTRIC EFFECT

In this manuscript, the phenomena herein reported have been observed in some of prior publications by this author. This manuscript is a compilation of cross-species similarities on the biomagnetic fields (BMFs) emitted b...

A COMPARATIVE STUDY OF GIRL’S PHYSICAL SCIENCE PERFORMANCE BETWEEN CO-EDUCATIONAL AND SINGLE SEX SCHOOLS IN SWAZILAND

The major objective of the study was to compare the performance of girls studying physical science in single sex schools and those in co-educational schools. Three research questions were raised and one hypothesis formul...

RELATIONSHIP BETWEEN GENERATIONAL DIFFERENCES AND EMPLOYEE RETENTION IN KENYAN TELECOMMUNICATIONS FIRMS

Employee retention is a major challenge facing many organizations today. The understanding of Generational differences at the workplace has been identified as a key requirement in implementing measures for effective empl...

Download PDF file
  • EP ID EP204923
  • DOI 10.5281/zenodo.583889
  • Views 118
  • Downloads 0

How To Cite

(2017). REAL POWER LOSS MINIMIZATION BY MUTUAL MAMMAL BEHAVIOR ALGORITHM. International journal of research -GRANTHAALAYAH, 5(6), 88-98. https://europub.co.uk./articles/-A-204923