DEVELOPMENT OF A POWER MANAGEMENT ALGORITHM FOR ELECTRICAL POWER NETWORK | Blazingprojects Postgraduate Thesis
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DEVELOPMENT OF A POWER MANAGEMENT ALGORITHM FOR ELECTRICAL POWER NETWORK

 

Table Of Contents


Chapter ONE

INTRODUCTION

  • 1.1Introduction
  • 1.2Background of Study
  • 1.3Problem Statement
  • 1.4Objective of Study
  • 1.5Limitation of Study
  • 1.6Scope of Study
  • 1.7Significance of Study
  • 1.8Structure of the Research
  • 1.9Definition of Terms

Chapter TWO

LITERATURE REVIEW

  • 2.1Overview of Power Management Algorithms
  • 2.2Historical Development of Power Management Algorithms
  • 2.3Types of Power Management Algorithms
  • 2.4Applications of Power Management Algorithms
  • 2.5Advantages and Disadvantages of Power Management Algorithms
  • 2.6Trends in Power Management Algorithms
  • 2.7Challenges in Implementing Power Management Algorithms
  • 2.8Comparison of Power Management Algorithms
  • 2.9Future Directions in Power Management Algorithms
  • 2.10Case Studies on Power Management Algorithms

Chapter THREE

RESEARCH METHODOLOGY

  • 3.1Research Methodology Overview
  • 3.2Selection of Research Design
  • 3.3Data Collection Methods
  • 3.4Sampling Techniques
  • 3.5Data Analysis Procedures
  • 3.6Research Instrumentation
  • 3.7Ethical Considerations
  • 3.8Limitations of the Research Methodology

Chapter FOUR

DATA PRESENTATION AND ANALYSIS

  • 4.1Overview of Research Findings
  • 4.2Analysis of Data Collected
  • 4.3Comparison of Results with Objectives
  • 4.4Discussion on Key Findings
  • 4.5Interpretation of Results
  • 4.6Implications of Findings
  • 4.7Recommendations for Future Studies
  • 4.8Practical Applications of Findings

Chapter FIVE

SUMMARY, CONCLUSION AND RECOMMENDATIONS

  • 5.1Summary of Research
  • 5.2Conclusions Drawn
  • 5.3Contributions to the Field
  • 5.4Implications for Industry
  • 5.5Recommendations for Further Research

Thesis Abstract


This project work is aimed at developing an efficient Algorithm for the management of Electric Power network using fuzzy logic. The fuzzy logic model functions as a system operator in making decision for load shedding and transfer switching. The new technique uses the system data frequency variation, load variation and voltage variation and the experience of the system operators to formulate fuzzy rules, which are then simulated using fuzzy logic toolbox in
MATLAB.
The fuzzy controller for the load shedding management of power system, was modeled and developed. Data collected from the New Haven Electric Power Distribution Substation was used to formulate the fuzzy logic interference rules. Simulation results indicates a remarkable improvement in the performance of the load shedding management at the power plants. Using the fuzzy controller the delay in load shedding transfer switching was reduced from 600 s to 0.02316 s, representing 99.99% reduction in load shedding transfer switching. The fuzzy logic controller achieved a power management efficiency of 90.57%.

Thesis Overview

<p> </p><div><strong><br>1.1 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</strong><strong>Background of the Study</strong></div><div>Future development and present operation of electric power system along</div><div>with other large system must pursue a number of different goals. Above all, the power system should be economically efficient, if it should provide reliable energy supply and should not have any detrimental impact on the environment. In addition to these global goals there is a number of supplementary goals, objectives and criteria. At the same time, operation and development of the system network is influenced by a variety of uncertain and random factors. As a result, the development strategy can be chosen from a large number of possible alternatives. Obviously, among a set of possible alternatives the developer attempts to find the best, or in accordance with accepted term, the optimal alternative. Thus, the complexity of the problem related to power systems planning is mainly caused by presence of multiple objectives, uncertain information and large number of variables.</div><p>In this research work, effort is devoted to consideration of the methods for development management of electric power network.</p> <br><p></p>

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