Power quality enhancement using Artificial Intelligence techniques

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...

Descripción completa

Detalles Bibliográficos
Otros Autores: Abbas, Ahmed S., author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton, Florida ; London ; New York : CRC Press [2023]
Edición:First edition
Materias:
Electric power systems > Quality control > Data processing.
Artificial intelligence.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009784628006719
Tabla de Contenidos:
  • 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.

Ejemplares similares