Big Data Analytics Strategies for the Smart Grid - Stimmel, Carol L.
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Présentation Big Data Analytics Strategies For The Smart Grid Format Relié
- Livre Informatique
Résumé :
A comprehensive data analytics program can help utility companies 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. This book addresses the requirements for applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid. It 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....
Biographie: Carol L. Stimmel began working with big data analytics in 1991 while hacking code and modeling 3D systems for meteorological research--years before that combination of words ever became buzzword compliant. In those 23 years, she has spent the last 7 focusing on the energy industry, including smart grid data analytics, microgrids, home automation, data security and privacy, smart grid standards, and renewables generation. She has participated in emerging technology markets for the majority of her career, including engineering, designing new products, and providing market intelligence and analysis to utilities and other energy industry stakeholders.
Sommaire: The Transformative Power of Data Analytics. Putting the Smarts in the Smart Grid. Building the Foundation for Data Analytics. Transforming Big Data for High-Value Action. The Benefits of Smart Grid Data Analytics. Applying Analytical Models in the Utility. Enterprise Analytics. Operational Analytics. Customer Operations and Engagement Analytics. Analytics for Cybersecurity. Implementing Data Analytics Programs for Sustained Change. Sourcing Data. Big Data Integration, Frameworks, and Databases. Extracting Value. Envisioning the Utility. A Partnership for Change.
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