Presented By O’Reilly and Cloudera
Make Data Work
21–22 May 2018: Training
22–24 May 2018: Tutorials & Conference
London, UK

Big data meets renewable energy: Building a real-time asset management platform for renewable energy

Stamatis Stefanakos (D ONE AG)
14:55–15:35 Thursday, 24 May 2018
Data science and machine learning, Expo Hall
 Location: Expo Hall Level: Beginner
Secondary topics:  Data Integration and Data Pipelines sessions, Data Platforms
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Who is this presentation for?

  • Data scientists, data architects, and managers

Prerequisite knowledge

  • Basic knowledge of data architecture

What you'll learn

  • Explore WinJi's TruePower Asset Management Platform

Description

How does one cope with some 340,000 wind turbines worldwide, each delivering 100+ measurements per second? How do you guarantee profitable operations of an industry worth $110 billion globally, making it one of the fastest growing industrial segments in the world?

Switzerland-based startup WinJi capitalizes on two current megatrends: big data and renewable energy. Stamatis Stefanakos offers an overview of WinJi’s TruePower Asset Management Platform, covering the overall architecture and the motivation behind it (lambda architecture, its data vault, and in-stream analysis), the physics behind the data (wind measurement corrections, in-stream calibration of turbine efficiency using neural networks), and the business case (analytics of lost production opportunities, predictive maintenance, expected power prediction, and “day ahead” production forecasting).

Stamatis Stefanakos

D ONE AG

Stamatis Stefanakos is a managing director with D ONE, a premium business consultancy headquartered in Zurich, where he advises his clients in data analytics focusing on architecture and strategy. He holds a PhD in theoretical computer science from the Swiss Federal Institute of Technology Zurich (ETH) and a diploma from the University of Patras.