Power quality enhancement using Artificial Intelligence techniques
"This text discusses sensitivity parametric analysis for the single tuned filter parameters and presents an optimization-based method for solving the allocation problem of the distributed generation units and capacitor banks in distribution systems. It also highlights the importance of artifici...
Main Authors: | , , , |
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Format: | eBook |
Language: | English |
Published: |
Boca Raton
CRC Press
2023
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Edition: | First edition |
Subjects: | |
Online Access: | |
Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Includes bibliographical references and index
- Cover
- Half Title
- Title Page
- Copyright Page
- Table of Contents
- Preface
- Acknowledgments
- Authors
- List of Abbreviations and Symbols Used
- Chapter 1 Introduction
- 1.1 General
- 1.2 Book Objectives
- 1.3 Book Contributions
- 1.4 Book Outlines
- Chapter 2 Power Quality in Smart Distribution Systems
- 2.1 Introduction
- 2.2 Smart Distribution Systems
- 2.3 Distributed Generation Units (DGs)
- 2.4 Power Quality in Distribution Systems
- 2.4.1 Power Quality Definition
- 2.4.2 Power Quality Parameters
- 2.4.2.1 Voltage Sag
- 2.4.2.2 Voltage Swell
- 2.4.2.3 Over-Voltage
- 2.4.2.4 Under Voltage
- 2.4.2.5 Voltage Fluctuation
- 2.4.2.6 Transient Voltage
- 2.4.2.7 Noise Disturbance
- 2.4.2.8 Voltage Unbalance
- 2.4.2.9 Power Factor
- 2.4.2.10 Harmonics
- 2.4.3 Impacts of Power Quality Issues
- 2.4.4 Power Quality Solutions
- 2.4.5 Harmonic Standards
- 2.4.6 Harmonic Elimination Techniques
- 2.4.6.1 Passive Filters
- 2.4.6.2 Active Filters
- 2.4.6.3 Harmonic Cancellation
- 2.4.6.4 Isolation Transformer
- 2.4.6.5 Harmonic Blocking
- Chapter 3 Optimization Techniques
- 3.1 Introduction
- 3.2 Optimization Techniques Classification
- 3.2.1 Conventional Optimization Techniques
- 3.2.1.1 Linear Programming
- 3.2.1.2 Quadratic Programming
- 3.2.2 Artificial Intelligence Techniques
- 3.2.2.1 Genetic Algorithm
- 3.2.2.2 Ant Colony Optimization Algorithm
- 3.2.2.3 Proposed Water cycle Algorithm
- 3.3 Mathematical Formulation of WCA
- 3.3.1 Creation of the Initial Population
- 3.3.2 Evaporation Condition
- 3.3.3 Raining Process
- 3.3.4 Constraint Handling
- 3.3.5 Convergence Criteria
- 3.3.6 Steps of WCA
- 3.4 Conclusion
- Chapter 4 Harmonic Load Flow Analysis for Radial Distribution Systems
- 4.1 Introduction
- 4.2 Fundamental Load Flow
- 4.3 Harmonic Load Flow
- 4.4 Single-Tuned Filter Representation in Load Flow
- 4.5 Conclusion
- Chapter 5 Optimal Placement and Sizing of Distributed Generation and Capacitor Banks in Distribution Systems
- 5.1 Introduction
- 5.1.1 Distributed Generation Units Placement
- 5.1.2 Capacitor Banks Placement
- 5.1.3 Hybrid DGs/CBs Placement
- 5.1.4 Chapter Contribution
- 5.2 Problem Formulation
- 5.2.1 Objective Functions
- 5.2.2 System Constraints
- 5.3 Applications
- 5.3.1 Test Distribution Systems
- 5.3.2 WCA for Allocating DGs and CBs in the System Problem
- 5.3.3 Cases Studied
- 5.4 Results and Comments
- 5.4.1 Results of 33-Bus Network
- 5.4.2 Results of 69-Bus Network
- 5.4.3 Results of the Real Distribution System
- 5.5 Conclusion
- Chapter 6 Parametric Analysis of Single-Tuned Harmonic Filter
- 6.1 Introduction
- 6.2 Single-Tuned Filter Design
- 6.2.1 Single-Tuned Filter Designing Steps
- 6.3 Impact of Filter Parameters on Its Characteristics Curve
- 6.3.1 Impact of t[sub(f)] (At Fixed Q[sub(c)] and Q[sub(f)])
- 6.3.2 Impact of Q[sub(f)] (At Fixed Q[sub(c)] and t[sub(f)])
- 6.3.3 Impact of Q[sub(c)] (at Fixed Q[sub(f)] and t[sub(f)])
- 6.4 Single-Tuned Filter Passband
- 6.5 Impact of System Characteristics on Filter Performance
- 6.6 Conclusion
- Chapter 7 Harmonic Mitigation for Distribution Systems with Inverter-Based DGs
- 7.1 Introduction
- 7.2 Problem Formulation
- 7.2.1 Objective Functions
- 7.2.2 System Constraints
- 7.3 Proposed STF Planning Procedure
- 7.4 Applications
- 7.5 Simulation Results and Discussions
- 7.5.1 Test Distribution System
- 7.5.2 Simulation Results
- 7.5.2.1 Results of Case 1
- 7.5.2.2 Results of Case 2
- 7.6 Conclusion
- Chapter 8 Conclusions
- 8.1 Conclusions
- References
- Appendix A: Test Systems