By Carol L. Stimmel
By way of imposing a accomplished facts analytics application, software businesses can meet the continuously evolving demanding situations of recent grids which are operationally effective, whereas reconciling the calls for of greenhouse fuel laws and setting up a significant go back on funding from clever grid deployments.
Readable and obtainable, large information Analytics techniques for the clever Grid addresses the desires of using large information applied sciences and methods, together with gigantic information cybersecurity, to the severe infrastructure that makes up software grid. It offers stakeholders with an in-depth realizing of the engineering, enterprise, and shopper domain names in the energy supply market.
The ebook explores the original wishes of electric software grids, together with operational expertise, IT, garage, processing, and the way to rework grid resources for the advantage of either the software enterprise and effort shoppers. It not just presents particular examples that illustrate how analytics paintings and the way they're top utilized, but in addition describes the best way to steer clear of strength difficulties and pitfalls.
Discussing defense and knowledge privateness, it explores the function of the application in holding their consumers’ correct to privateness whereas nonetheless undertaking forward-looking company practices. The ebook contains discussions of:
- SAS for asset administration tools
- The AutoGrid method of advertisement analytics
- Space-Time Insight’s paintings on the California ISO (CAISO)
This e-book is a perfect source for mid- to upper-level software executives who have to comprehend the company price of shrewdpermanent grid information analytics. It explains severe suggestions in a way that might larger place executives to make the correct judgements approximately development their analytics programs.
At an analogous time, the ebook presents adequate technical intensity that it really is beneficial for info analytics pros who have to larger comprehend the nuances of the engineering and company demanding situations detailed to the utilities undefined.
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Additional info for Big Data Analytics Strategies for the Smart Grid
It wasn’t unexpected, as I was in the middle of what had come to be called the 1,000-Year Flood in my home state of Colorado. As the monsoon rains came down, our electricity infrastructure failed us. Not only did this mean we didn’t have lights, it also meant we didn’t have information. Evacuations were occurring in our community, homes hung precariously from cliffs, people were trapped, and roads were collapsing. Losing power added to the intense fear, stress, and confusion we were all feeling.
It is a difficult fact that despite the vital advantages that smart grid technologies bring to society, the required investments are massive for the utility to bear. 7 This may be a shock for utility leadership who have heard so much about the big data analytics opportunity, especially for improving operational metrics. While processes such as improving revenue protection and reducing asset maintenance and replacement costs are fairly straightforward, other functions such as assessments and improved planning are just not as clear-cut.
Jpg. 3 4 Big Data Analytics Strategies for the Smart Grid mission of the modernized grid is to be achieved. This chapter describes the overall drivers for the smart grid; the key role of data analytics; the challenges of implementing those analytics; and why—without a comprehensive data analytics program—the expectation for a clean, reliable, and efficient grid will be impossible to achieve. 5 million people across 21 states without power, in some cases for weeks. The challenging situation demonstrated the fragility of the electricity grid infrastructure, and the difficult restoration underscored an inescapable fact: The largest machine in the world is crumbling in a graceless display of accelerating decay.