Artificial Intelligence for Solar Photovoltaic Systems: Approaches, Methodologies, and Technologies
暫譯: 太陽能光伏系統的人工智慧：方法、技術與技術方案
Kumar, Bhavnesh, Pratap, Bhanu, Shrivastava, Vivek
相關主題
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)
本書清楚地解釋了如何應用人工智慧（AI）來解決太陽光伏技術中的挑戰。它向讀者介紹了新的基於AI的方法和技術，幫助有效管理和運營太陽光伏系統。它還激勵讀者尋找新的基於AI的解決方案，通過提供全面的AI技術研究成果集來實現這一目標。
本書涵蓋的重要主題包括太陽輻射變異性、太陽能預測、太陽輻射預測、最大功率點追蹤、混合算法、群體優化、進化優化、基於傳感器的追日系統、單軸和雙軸追日系統、智能計量、使用AI的頻率調節、新興的多級逆變器拓撲，以及使用AI的電壓和無功功率控制。
本書對於高年級本科生、研究生以及在電機工程、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者非常有用。
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 是德里國立科技學院（NSIT Delhi）儀器與控制工程系的助理教授，專注於電力電子與驅動技術領域。
Bhanu Pratap 目前在印度庫魯克舍特拉國立技術學院（National Institute of Technology Kurukshetra）的電機工程系擔任助理教授。
Vivek Shrivastava 目前是德里國立技術學院（National Institute of Technology Delhi）的研究與諮詢院長。
