Artificial Intelligence for Solar Photovoltaic Systems
Approaches, Methodologies, and Technologies
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Book Description
This book provides a clear explanation of how to apply artificial intelligence (AI) to solve the challenges in solar photovoltaic technology. It introduces readers to new AI-based approaches and technologies that help manage and operate solar photovoltaic systems effectively. It also motivates readers to find new AI-based solutions for these challenges by providing a comprehensive collection of findings on AI techniques.
It covers important topics including solar irradiance variability, solar power forecasting, solar irradiance forecasting, maximum power point tracking, hybrid algorithms, swarm optimization, evolutionary optimization, sensor-based sun- tracking systems, single-axis and dual-axis sun-tracking systems, smart metering, frequency regulation using AI, emerging multilevel inverter topologies, and voltage and reactive power control using AI.
This book is useful for senior undergraduate students, graduate students, and academic researchers in areas such as electrical engineering, electronics and communication engineering, computer science, and renewable energy.
Table of Contents
1. History and Application of Solar PV System
Vinay Rana, Arjun Tyagi, Krishan Kumar, and Himanshu Grover
2. Solar Power Forecasting
Agrim Khurana, Ankit Dabas, Vaibhav Dhand, Rahul Kumar, Bhavnesh Kuma,r and Arjun Tyagi
3. Comprehensive Technique for Modelling of PV Module
Vandana Jha
4. Conventional Techniques for Maximum Power Point Tracking
Shilpi Yadav, Kamlesh K. Bharti, Vijay Kumar Tewari, Santosh Kumar Tripathi, and Rajesh Kumar
5. Intelligent Techniques for Maximum Power Point Tracking
Dilip Yadav and Nidhi Singh
6. Analysis of Multijunction Solar Cell-Based PV System with MPPT Schemes
Omveer Singh and Mukul Singh
7. Emerging Techniques of Shade Dispersion
Faizan Nomani, Bhavnesh Kumar, and Bhanu Pratap
8. Solar Tracking Technology to Harness the Green Energy
Ram Krishan, K. Anil Naik, and R. David Amar Raj
9. DEvelopment of Solar Panels Models in Several Countries/Regions
I. S. Qamber
10. Performance Degradation in Solar Modules
Shabbir S. Bohra
11. Performance and Reliability Investigation of Practical Microgrid with Photovoltaic Units
Burhan U Din Abdullah, Shiva Pujan Jaiswal, Suman Lata, Suman Dulal, and Vivek Shrivastava
Editor(s)
Biography
Bhavnesh Kumar is an Assistant Professor in the area of power electronics & drives at the Division of Instrumentation & Control Engineering, NSIT Delhi.
Bhanu Pratap is working as an Assistant Professor in the Department of Electrical Engineering, National Institute of Technology Kurukshetra, India.
Vivek Shrivastava presently is the Dean (Research & Consultancy) at the National Institute of Technology Delhi.