Machine Learning-Based Analysis of Potential Power Gain from Passive Device Installation on Wind Turbine Generators


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Documentation for package ‘gainML’ version 0.1.0

Help Pages

analyze.gain Analyze Potential Gain from Passive Device Installation on WTGs by Using a Machine Learning-Based Tool
analyze.p1 Apply Period 1 Analysis
analyze.p2 Apply Period 2 Analysis
arrange.data Split, Merge, and Filter Given Datasets for the Subsequent Analysis
bootstrap.gain Construct a Confidence Interval of the Gain Estimate
pw.freq Long-Term Frequency of Power Output
quantify.gain Quantify Gain Based on Period 1 and Period 2 Prediction
wtg Wind turbine operational data