Resource and Project Energy Assessment 2018

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Sessions (9)

Automated mast data monitoring assistance: miss fewer issues, improve consistency while reducing analyst time & fatigue

11 Sep 18
2:30 PM - 3:45 PM

Tracks: Data Science and Digitalization

Speaker(s): Amit Bohara
Organizations often maintain archives of mast data that have been ‘cleaned’ during previous assessments. These historical 'clean... More...

Networking & Poster Reception

11 Sep 18
4:00 PM - 5:00 PM
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Data Science - Powering Business Value

11 Sep 18
2:30 PM - 3:45 PM

Tracks: Data Science and Digitalization

Speaker(s): Matthew Filippelli
Expanding on the emergence of data science techniques in the industry, this session will explore the opportunities to integrate tools and technique... More...

Data Science Tools to Scale Your Team

11 Sep 18
2:30 PM - 3:45 PM

Tracks: Data Science and Digitalization

Speaker(s): Cory Jog
For the majority of wind energy stakeholders, the next couple of years are expected to be very busy and most teams will be overloaded. A common con... More...

Power Performance Data Science with Remote Sensing

11 Sep 18
2:30 PM - 3:45 PM

Tracks: Data Science and Digitalization

Speaker(s): Sean Daly
Predicting turbine performance in complex flow remains a challenging problem which contributes to uncertainty in energy production assessments. Dat... More...

Uncertainty quantification in the analyses of operational wind power plant performance

11 Sep 18
2:30 PM - 3:45 PM

Tracks: Data Science and Digitalization

Speaker(s): Anna Craig
Data collected during the operation of wind power plants may be used in many diverse contexts by different interested parties, raising the question... More...

A Monte Carlo-based approach to assessing annual energy production and uncertainty

11 Sep 18
4:00 PM - 5:00 PM

Tracks: Data Science and Digitalization

Speaker(s): Mike Optis
The industry standard approach to assessing annual energy production (AEP) uncertainty can be limited due to the assumption of uncorrelated uncerta... More...

Computing Blade And Ice Throw Statistics

11 Sep 18
4:00 PM - 5:00 PM

Tracks: Data Science and Digitalization

Speaker(s): Jonathan Rogers
Blade and ice throw risk assessments are becoming increasingly important elements of permitting wind projects in some geographic areas. This presen... More...

Development of a Scalable Open Source Framework for Wind Plant Operational Data Analysis

11 Sep 18
4:00 PM - 5:00 PM

Tracks: Data Science and Digitalization

Speaker(s): Jordan Perr-Sauer
The WP3 Benchmark project aims to identify and quantify the sources of uncertainty in wind plant pre-construction estimates. As part of this projec... More...

Using Nacelle Mounted Lidars and Machine Learning Model & Validate Turbine Performance in Complex Flow

11 Sep 18
4:00 PM - 5:00 PM

Tracks: Data Science and Digitalization

Speaker(s): Matthew Filippelli
The quantification of turbine power performance in complex terrain has historically been hampered by significant sources of uncertainty. These incl... More...