Big Data Analytics Strategies for the Smart Grid (Hardcover)
暫譯: 智慧電網的大數據分析策略 (精裝版)

Carol L. Stimmel

Big Data Analytics Strategies for the Smart Grid (Hardcover)

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商品描述

By implementing a comprehensive data analytics program, utility companies can meet the continually evolving challenges of modern grids that are operationally efficient, while reconciling the demands of greenhouse gas legislation and establishing a meaningful return on investment from smart grid deployments.

Readable and accessible, Big Data Analytics Strategies for the Smart Grid addresses the needs of applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid. It supplies industry stakeholders with an in-depth understanding of the engineering, business, and customer domains within the power delivery market.

The book explores the unique needs of electrical utility grids, including operational technology, IT, storage, processing, and how to transform grid assets for the benefit of both the utility business and energy consumers. It not only provides specific examples that illustrate how analytics work and how they are best applied, but also describes how to avoid potential problems and pitfalls.

Discussing security and data privacy, it explores the role of the utility in protecting their customers’ right to privacy while still engaging in forward-looking business practices. The book includes discussions of:

  • SAS for asset management tools
  • The AutoGrid approach to commercial analytics
  • Space-Time Insight’s work at the California ISO (CAISO)

This book is an ideal resource for mid- to upper-level utility executives who need to understand the business value of smart grid data analytics. It explains critical concepts in a manner that will better position executives to make the right decisions about building their analytics programs.

At the same time, the book provides sufficient technical depth that it is useful for data analytics professionals who need to better understand the nuances of the engineering and business challenges unique to the utilities industry.

商品描述(中文翻譯)

透過實施全面的數據分析計劃，公用事業公司可以應對現代電網不斷演變的挑戰，實現運營效率，同時滿足溫室氣體法規的要求，並從智慧電網的部署中獲得有意義的投資回報。

《智慧電網的大數據分析策略》以可讀性和可接近性為特點，針對應用大數據技術和方法的需求進行探討，包括大數據網絡安全，這些技術和方法對構成電力公用事業電網的關鍵基礎設施至關重要。它為行業利益相關者提供了對電力交付市場中工程、商業和客戶領域的深入理解。

本書探討了電力公用事業電網的獨特需求，包括運營技術、資訊技術、存儲、處理，以及如何轉變電網資產以造福公用事業業務和能源消費者。它不僅提供具體的例子來說明分析如何運作及其最佳應用方式，還描述了如何避免潛在的問題和陷阱。

在討論安全性和數據隱私時，本書探討了公用事業在保護客戶隱私權方面的角色，同時仍然參與前瞻性的商業實踐。本書包括以下討論：

- 用於資產管理工具的SAS
- AutoGrid的商業分析方法
- Space-Time Insight在加州獨立系統運營商（CAISO）的工作

本書是中高層公用事業高管的理想資源，幫助他們理解智慧電網數據分析的商業價值。它以更有利於高管做出正確決策的方式解釋關鍵概念，幫助他們建立分析計劃。

同時，本書提供足夠的技術深度，對於需要更好理解公用事業行業獨特的工程和商業挑戰的數據分析專業人士也非常有用。

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