Tag Archives: Predictive analytics
I4Gen Intelligent Generation: Fundamentals of a Digital and Analytics Platform for Data Integration, Analysis, and Actionable Information
This report describes a system architecture for management of operational and analytical data in a modern power generation utility.
Wind Turbine Performance Analytics Techniques: Where to Look for More Production—Tracking Every Asset with Wind Farm Owner’s Data
As the wind industry matures, there is growing use of analytics to improve turbine performance, reduce downtime and maintenance costs, and extend the life of assets. This report discusses how standard performance measurement methods can be augmented with state-of-the art analytics, including comparing performance among neighboring turbines and analyzing blade pitch and rotational speeds. The […]
The growth of data and computing capability has triggered the birth of data science—a field commonly known as “big data” that combines statistics and computer science. By extracting insights from massive data sets, data science is expected to enhance research and business efficiency. This report examines the opportunities that data science and its suite of […]