Artificial Intelligence for Energy Systems: Driving Intelligent, Flexible and Optimal Energy Management
暫譯: 能源系統中的人工智慧:推動智能、靈活及最佳化的能源管理

Sarmas, Elissaios, Marinakis, Vangelis, Doukas, Haris

  • 出版商: Springer
  • 出版日期: 2025-03-22
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 266
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031852087
  • ISBN-13: 9783031852084
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book focuses on creating an integrated library of learning models and optimization techniques to assist decision-making on issues in the energy and building sector. It provides modern solutions to energy management and efficiency while addressing a scientific gap in the development of advanced algorithmic methods to solve these problems. More specifically, the focus is on the development of models and algorithms for problems falling into three broader categories, namely: (a) Distributed Energy Generation, (b) Microgrid Flexibility, and (c) Building Energy Efficiency. Artificial Intelligence models and mathematical optimization techniques are developed and presented for applications related to each of these categories, through a thorough analysis of the fundamental parameters of each application as well as the interactions among them. Professors, researchers, scientists, engineers, and students in energy sector-related disciplines are expected to be inspired and benefit from this book, along with readers from other disciplines wishing to learn more about this exciting new field of research.

商品描述(中文翻譯)

本書專注於建立一個整合的學習模型和優化技術庫,以協助在能源和建築領域的決策制定。它提供了現代的能源管理和效率解決方案,同時填補了在開發先進算法方法以解決這些問題方面的科學空白。更具體地說,本書的重點是針對三個更廣泛類別的問題開發模型和算法,即:(a) 分散式能源生成,(b) 微電網靈活性,以及 (c) 建築能源效率。針對每個類別的應用,開發並呈現了人工智慧模型和數學優化技術,通過對每個應用的基本參數及其之間的相互作用進行徹底分析。預期能源相關學科的教授、研究人員、科學家、工程師和學生將從本書中獲得啟發和收益,同時也歡迎其他學科的讀者來了解這個令人興奮的新研究領域。