APPLICATION OF BAT ALGORITHM-BASED METHOD FOR MULTI-OBJECTIVE OPTIMAL NETWORK RECONFIGURATION AND DISTRIBUTED GENERATION PLACEMENT IN RADIAL DISTRIBUTION NETWORK
- Project Research
- 1-5 Chapters
- Abstract : Available
- Table of Content: Available
- Reference Style: APA
- Recommended for : Student Researchers
- NGN 3000
ABSTRACT
This study presents an Application of Bat Algorithm-Based Method (BA) forMultiObjective Optimal Network Reconfiguration andDistributed Generation placement in Radial Distribution Network. The BA approach presented in this work enables the reconfiguration of the network as well as the optimal distributed generation(DG) placement in one seamless algorithm. This would minimize errors encountered in using analytical approaches and also improve on the accuracy of the results obtained. In the developed method, the base case active and reactive power losses for the standard IEEE 33-bus were first determined using forward-backward algorithm as 208.46kW and 111.67kW respectively. Then, the developed BA method was applied on the IEEE-33 to determine the optimal DG sizes and the location as well as the optimal reconfiguration of the network.The DGssizes and locations were determined as 957kW, 870kW, 822kW as well as 593kVar, 539kVar, 509kVar at buses 29, 31 and 12 respectively. The total active and reactive power loss obtained after the DG placement as well as network reconfiguration were 15.2353kW and 12.0593kVAr respectively.Thus, the developed method recorded a loss reduction of 92.6915% and 53.56% for active and reactive power loss respectively over the base case, while the voltage profile of 0.91075pu for base casewas improved to 0.9918pu.Furthermore, the results were compared with the work of Syahputraet al., wherethe developed method recorded an improvement of 6.32% on active power loss reduction and 1.04% on voltage profile improvement over the results of Syahputra. The developed method was also implemented on a simulated feeder of Sabon-Gari at Zaria distribution network with the view to optimize the synchronous DG placement as well as network reconfiguration. The results indicated that active and reactive power losses were reduced by 88.77% and 88.18% respectively, while the voltage profile has beenimproved to 4.1% over the base case.All simulations were implemented on MAT LAB 2013b environment.
Related Project Materials
THE IMPACT OF MANPOWER DEVELOPMENT IN INSURANCE INDUSTRY
ABSTRACT
This research study is an attempt to X-ray and given an indepth analysis of the importance and effectiveness of training program...
LEARNING DISABLED AND NORMAL ACHIEVING STUDENTS’ CAUSAL ATTRIBUTES FOR THEIR PERFORMANCE OUTCOMES
ABSTRACT
Students with learning disabilities (LD), or learning difficulties, form a large significant group in China. Research has shown...
THE EFFECT OF EMPLOYMENT ON SANDWICH GRADUATE AT THE LABOUR MARKET
1 Background of the Study
The growing and expanding economic responsibilities of government...
THE ROLE OF GOVERNMENT IN POVERTY ALLIVIATION IN NIGERIA
EXCERPT FROM THE STUDY
The problem here is that nothing in the nature of man or in the nature of the world suggests the...
PERCEPTION OF FARMERS IN RURAL NORTH-EASTERN NIGERIA ON A NEWLY INTRODUCED SUSTAINABLE AGRICULTURE TECHNIQUE
ABSTRACT
The world is at the verge of having a global crisis, with environmental degradation and malnourishment being two points of focus...
A CRITICAL EXAMINATION OF THE RELATIONSHIP BETWEEN INSTRUCTIONAL MATERIALS AVAILABILITY AND USE AND STUDENT PERFORMANCE IN COMPUTER SCIENCE
BACKGROUND OF THE STUDY
Computer science plays a vital part in the lives of all people. As stated by Ba...
IMPACTS OF STUDENT TALKING TIME STRATEGY ON SPEAKING SKILLS OF SENIOR SECONDARY SCHOOL (SSS 1) STUDENTS IN ZARIA METROPOLIS, KADUNA STATE
ABSTRACT
This study aimed at examining the impact of Student Talking Time (STT) strategy on the speaking skills of Senior Secondary Schoo...
SPORT BETTING AND INFLUENCE ON NIGERIAN YOUTHS (A CASE STUDY OF SELECTED YOUTHS IN WARRI)
INTRODUCTION
-
- BACKGROUND OF STUDY ...
Read moreAN ASSESSMENT OF PUBLIC SECTOR FINANCIAL MANAGEMENT AND ACCOUNTABILITY
AN ASSESSMENT OF PUBLIC SECTOR FINANCIAL MANAGEMENT AND ACCOUNTABILITY
ABSTRACT
This study assesses public sec...
Read moreA Stylistic Study of Proverbs and Idioms in the Translated Novels of D.O Fagunwa
Statement of the Problem
In this research, the idea of using three major translation styles to translate the proverbs and idioms in the n...
Read more
