Internet of Energy Handbook

2 Evaluation of Soft Computing Techniques and IEC61850 Protocols for the Development of the Internet of Energy Framework

Anjali Uppal and Pawan Kumar

Thapar Institute of Engineering & Technology, Patiala, Punjab, India

DOI: 10.4324/9781000379662-2

CONTENTS

• 2.1 Background
• 2.2 Literature
• 2.3 Soft Computing Methods
  • 2.3.1 Genetic Algorithms
  • 2.3.2 Harmony Search Algorithm
  • 2.3.3 Particle Swarm Optimization
  • 2.3.4 Grey Wolf Optimization
  • 2.3.5 Artificial Neural Networks (ANNs)
  • 2.3.6 Fuzzy Logic Systems
  • 2.3.7 Ant Colony Optimization
  • 2.3.8 Teaching Learning-Based Optimization
    • 2.3.8.1 Teacher Phase
    • 2.3.8.2 Student Phase
  • 2.3.9 Jaya Algorithm
• 2.4 Application of Soft Computing Techniques in Power and Energy Systems
• 2.5 Energy Management
  • 2.5.1 Overview ...