Energy Management: Big Data in Power Load Forecasting

Boicea, Valentin A.

Energy Management: Big Data in Power Load Forecasting
  • 出版商: CRC
  • 出版日期: 2024-10-08
  • 售價: $1,280
  • 貴賓價: 9.5 折 $1,216
  • 語言: 英文
  • 頁數: 82
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367706628
  • ISBN-13: 9780367706623
  • 相關分類: 大數據 Big-data

    • 海外代購書籍(需單獨結帳)

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商品描述

This book introduces the principle of carrying out a medium term load forecast (MTLF) at power system level, based on the Big Data concept and Convolutionary Neural Network (CNNs). It presents further research directions in the field of Deep Learning techniques and Big Data, as well as how these two concepts are used in power engineering.

商品描述(中文翻譯)

本書介紹了在電力系統層面進行中期負載預測（MTLF）的原則，基於大數據概念和卷積神經網絡（CNNs）。它還提出了在深度學習技術和大數據領域的進一步研究方向，以及這兩個概念在電力工程中的應用。

作者簡介

Adrian-Valentin Boicea, a former PhD student at Politecnico di Torino, Italy, received the BS in electrical engineering and electrical power systems from the University Politehnica of Bucharest (UPB), Romania. Currently, he is a Lecturer within the Department of Electrical Power Systems at the UPB. His research interests include the distributed generation systems, energy efficiency, renewable sources, the operational research algorithms used in power engineering, as well as Big Data analysis applied in the energy sector.

作者簡介(中文翻譯)

Adrian-Valentin Boicea，曾是意大利都靈理工大學的博士生，獲得羅馬尼亞布加勒斯特理工大學（UPB）電機工程及電力系統的學士學位。目前，他是UPB電力系統系的講師。他的研究興趣包括分散式發電系統、能源效率、可再生能源、在電力工程中使用的運籌學算法，以及應用於能源領域的大數據分析。

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