Artificial Intelligence for Solar Photovoltaic Systems: Approaches, Methodologies, and Technologies

Kumar, Bhavnesh, Pratap, Bhanu, Shrivastava, Vivek

  • 出版商: CRC
  • 出版日期: 2022-07-29
  • 售價: $6,180
  • 貴賓價: 9.5$5,871
  • 語言: 英文
  • 頁數: 290
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032054417
  • ISBN-13: 9781032054414
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書清楚解釋了如何應用人工智慧(AI)來解決太陽能光伏技術中的挑戰。它向讀者介紹了新的基於AI的方法和技術,有助於有效地管理和運營太陽能光伏系統。同時,它通過提供一系列關於AI技術的研究成果,激勵讀者尋找這些挑戰的新的基於AI的解決方案。

本書涵蓋了重要的主題,包括太陽輻照度變異性、太陽能發電預測、太陽輻照度預測、最大功率點追蹤、混合算法、群體優化、演化優化、基於感測器的太陽追蹤系統、單軸和雙軸太陽追蹤系統、智能計量、使用AI進行頻率調節、新興的多級逆變器拓撲和使用AI進行電壓和無功功率控制。

本書對於高年級本科生、研究生和電氣工程、電子與通信工程、計算機科學和可再生能源等領域的學術研究人員非常有用。

作者簡介

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.

作者簡介(中文翻譯)

Bhavnesh Kumar是NSIT Delhi儀控工程學部的電力電子與驅動助理教授。
Bhanu Pratap是印度國家技術研究所Kurukshetra分校電機工程系的助理教授。
Vivek Shrivastava目前是印度國家技術研究所Delhi分校的研究與諮詢主任。