Download Big Data Analytics Strategies for the Smart Grid by Carol L. Stimmel PDF
By Carol L. Stimmel
Via imposing a entire facts analytics software, software businesses can meet the consistently evolving demanding situations of recent grids which are operationally effective, whereas reconciling the calls for of greenhouse fuel laws and developing a significant go back on funding from shrewdpermanent grid deployments.
Readable and obtainable, tremendous information Analytics recommendations for the clever Grid addresses the desires of making use of giant info applied sciences and techniques, together with gigantic facts cybersecurity, to the serious infrastructure that makes up application grid. It offers stakeholders with an in-depth realizing of the engineering, company, and buyer domain names in the strength 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 good thing about 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 additionally describes the best way to steer clear of power difficulties and pitfalls.
Discussing safeguard and information privateness, it explores the position of the software in preserving their consumers’ correct to privateness whereas nonetheless undertaking forward-looking enterprise practices. The booklet comprises 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 worth of clever grid facts analytics. It explains serious options in a way that might higher place executives to make the fitting judgements approximately construction their analytics programs.
At a similar time, the ebook presents enough technical intensity that it truly is priceless for facts analytics execs who have to higher comprehend the nuances of the engineering and enterprise demanding situations specified to the utilities undefined.
Read or Download Big Data Analytics Strategies for the Smart Grid PDF
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Additional resources for Big Data Analytics Strategies for the Smart Grid
Sample text
As readily as the OT team can isolate the fault and estimate the recovery time, accurate communications can head out to news organizations, automated call routing, and social media. 4 Ouija Board Economics In 2011, the Electric Power Research Institute (EPRI) estimated that an investment level of between USD $17 and $24 billion per year will be required for the next 20 years to bring the power delivery system to the performance levels of a fully realized smart grid. 6 EPRI admits that the wide range in estimates underscores the uncertainty 6 Electric Power Research Institute, “Estimating the Costs and Benefits of the Smart Grid” (2011).
In the early phases of smart grid data analytics, utilities may be tempted to inventory existing data from various systems and design discrete questions about the business or operation that can be answered by the data. However, this approach fails to capitalize on one of the most important goals of data science: to uncover the unknown. It also encourages a philosophy of incremental improvement. This may be a reasonable approach due to budgeting cycles and project management interests, but it deserves pause and careful consideration.
Many data management experts wonder aloud if it’s even possible—or wise—to attempt to create an SSOT in the enterprise. And unfortunately, this persistent desire for truth draws attention and resources away from solving business problems. 2 A Single Source of Truth for Smart Grid Devices and Systems. ”2 As a way of managing data chaos, it may be less difficult and more advantageous to seek to provide context for the extremes in utility data and users. The real challenge for the utility is to become comfortable with the fact that the most orderly integration may still fail to correct all data integrity problems and will certainly fail to adequately serve all users.