Applied Artificial Intelligence (AI) to Green Power Technology

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Yogesh Kumar Chauhan, PhD -Associate Professor, EED, KNIT, Uttar Pradesh, India
Ranjan Kumar Behera, PhD – Department of Electrical Engineering, Indian Institute of Technology, Patna Bihta, Bihar, Inida
Asheesh K. Singh, PhD – Professor, M. N. National Institute of Technology Allahabad, Prayagraj, India

Series: Computer Science, Technology and Applications
BISAC: SCI024000; COM004000; SCI092000
DOI: https://doi.org/10.52305/ISQD2111

The aim of this book is to explore the feasible solutions of various issues related to performance of green power technologies with the help of proven artificial intelligence techniques. Issues related to performance, wind energy conversion systems, micro/pico hydropower generation systems, fuel cell systems, and other emerging green power technologies are covered. Also, challenges in distributed energy generating systems and other relevant issues are covered.

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Table of Contents

Preface

Chapter 1. Energy Management and Artificial Intelligence
Subhash Yadav, Pradeep Kumar and Ashwani Kumar
National Institute of Technology, Kurukshetra, India

Chapter 2. Issues and Challenges of Latest Green Energy Technology such as Fuel Cell, Waste to Energy and Application of A.I.
S. P. Singh, Arif Iqbal, Yudhishthir Pandey Mohammed Aslam Husain, and Jaswant Singh

Chapter 3. Voltage Improvement of Short Shunt Self-Excited Induction Generators Using Gravitational Search Algorithms and Genetic Algorithms
Swati Paliwal1 Sanjay Kumar Sinha1 and Yogesh Kumar Chauhan2
1
Department of Electrical and Electronics Engineering, Amity University, Noida, Uttar Pradesh, India
2Department of Electrical Engineering, Kamla Nehru Institute of Technology, Sultanpur, Uttar Pradesh, India

Chapter 4. Micro/Pico Hydro Power Generation System Using Self-Excited Induction Generators and Applications of AI for its Performance Improvement
Yudhishthir Pandey1, Arif Iqbal1, Surya Prakash Singh1 and M. Aslam Husain1
1
Rajkiya Engineering College, Ambedkar Nagar (UP), Uttar Pradesh, India

Chapter 5. An Investigation of Various Maximum Power Point Tracking Techniques Applied to Solar Photovoltaic Systems
Amit Kumar Sharma1, PhD and Rupendra Kumar Pachauri2, PhD
1Electrical Engineering Department, Government Polytechnic, Kirthal, Bagpat, Uttar Pradesh, India
2Department of Electrical and Electronics Engineering, School of Engineering, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India

Chapter 6. Fuzzy Logic-Based Maximum Power for Grid Connected PV Systems
Omveer Singh and Mukul Singh
Department of Electrical Engineering, Gautam Buddha University, Gr. Noida, India

Chapter 7. Different Reconfiguration Approaches for Photovoltaic Systems
Vijay Laxmi Mishra, Yogesh K. Chauhan and K.S. Verma
EED, KNIT Sultanpur, U. P., India

Chapter 8. Implementation of Metaheuristic MPPT Approaches for a Large-Scale Wind Turbine System
Diwaker Pathak1, Aanchal Katyal2, Prerna Gaur2 and Yogesh K. Chauhan3
1Department of Electrical Engineering, Teerthankar Mahaveer University, Moradabad, India
2Instrumentation and Control Engineering Department, Netaji Subhas University of Technology, , New Delhi, India
3Department of Electrical Engineering, Kamla Nehru Institute of Technology, Sultanpur, Uttar Pradesh, India

Chapter 9. Wind Power Prediction Using Hybrid Soft Computing Models
Pavan Kumar Singh1, Parvez Ahmad2, Nitin Singh2, Niraj Kumar Choudhary2 and Richa Negi2
1
SIET Allahabad, Prayagraj, Uttar Pradesh, India
2MNNIT Allahabad, Prayagraj, Uttar Pradesh, India

Chapter 10. Design Optimization of Inner Rotor Permanent Magnet Synchronous Machine Used in Wind Energy Conversion System Using Swarm Intelligence
Vinod Puri1, EED and Yogesh Chauhan2, EED
1BGSB University, Rajouri, J&K, India
2KNIT Sulatnpur, Uttar Pradesh, India

Chapter 11. A Novel Voltage Stability Index and Application of Machine Learning Algorithm for Assessment of Voltage Stability
G. Sandhya Rani1, M. Chakravarthy1 and B. Mangu2
1
Department of Electrical and Electronics Engineering, Vasavi College of Engineering, Hyderabad, India
2Department of Electrical Engineering, Osmania University, Hyderabad, India

Index