Working with Annotations
This example demonstrates how to effectively use the frequency annotation system in Remote OpenFAST Plotter for wind turbine analysis.
Understanding Frequency Annotations
Frequency annotations allow you to mark important frequencies in FFT plots, helping you:
Identify important peaks and frequencies
Document known system frequencies
Create consistent labeling across analyses
Compare observed frequencies with theoretical values
Creating and Managing Annotations
Follow these steps to work with frequency annotations effectively:
Accessing the Annotation System:
Navigate to the FFT tab
Locate the annotation controls in the sidebar
Adding Single Annotations:
Enter a frequency value (in Hz)
Provide a descriptive label
Optionally choose a color
Click “Add” to place it on the plot
Managing Annotation Sets:
Enter a name for your annotation set
Click “Save” to store the current annotations
Use the dropdown to select and load saved annotation sets
Applying to New Data:
Load different OpenFAST files
Load your saved annotation set
Compare peaks with your annotations
Example: Wind Turbine Frequency Identification
Here’s a practical example for a 5MW wind turbine operating at 12 RPM:
Calculate Key Frequencies:
1P = 12/60 = 0.2 Hz (once per revolution)
3P = 0.6 Hz (three times per revolution)
Tower first fore-aft: ~0.32 Hz (from modal analysis)
First blade flapwise: ~0.7 Hz (from modal analysis)
Create Annotations:
Add 0.2 Hz as “1P” (red color)
Add 0.6 Hz as “3P” (red color)
Add 0.32 Hz as “Tower FA” (blue color)
Add 0.7 Hz as “Blade Flap” (green color)
Save the Annotation Set:
Name it “5MW Standard Frequencies”
Click “Save”
Apply to Analysis:
Generate FFT plots for relevant signals
Look for peaks near the annotated frequencies
Identify potential resonance issues
Color Coding for Clarity
Establish a consistent color coding scheme for your annotations:
Red: Forcing frequencies (1P, 3P, 6P, grid frequency)
Blue: Tower natural frequencies
Green: Blade natural frequencies
Purple: Drivetrain natural frequencies
Orange: Control system frequencies
This consistent color scheme makes it easier to visually categorize frequencies in complex plots.
Annotation Best Practices
Follow these guidelines for effective annotations:
Consistent Naming:
Use standardized abbreviations (1P, 3P, etc.)
Include mode number and direction (e.g., “1st Tower FA”)
Be consistent across projects
Frequency Precision:
Use appropriate decimal precision based on your analysis needs
For most wind turbine work, 2-3 decimal places is sufficient
Minimal Overlapping:
Don’t overcrowd the plot with too many annotations
Prioritize the most important frequencies
Documentation:
Include the source of frequency values (theoretical, modal analysis, etc.)
Document any assumptions made when determining frequencies
Example: Harmonics Analysis
Analyzing harmonics in a wind turbine:
Setup:
Load OpenFAST file with significant rotor imbalance
Calculate FFT for blade root moments
Create Harmonic Annotations:
Assuming 0.2 Hz as the 1P frequency:
Add 0.2 Hz as “1P” (red)
Add 0.4 Hz as “2P” (lighter red)
Add 0.6 Hz as “3P” (red)
Add 0.8 Hz as “4P” (lighter red)
Add 1.0 Hz as “5P” (lighter red)
Analysis:
Look for higher amplitudes at 1P (mass imbalance)
Look for higher amplitudes at 2P (aerodynamic imbalance)
Check if any harmonics align with natural frequencies
Combining Annotations with Modal Analysis
For more advanced analysis:
Import Frequencies from Modal Analysis:
Use results from an external modal analysis tool
Create annotations for each significant mode
Compare with Observed Peaks:
Load turbine simulation data
Apply modal frequency annotations
Look for alignment or shifts between theoretical and observed frequencies
Document Findings:
Export plots with annotations
Note any significant discrepancies
Update your structural models if needed
Exporting Annotated Plots
To share your annotated FFT analysis:
Ensure Annotations are Visible:
Verify annotations appear correctly on the plot
Adjust colors and positions if needed
Export to HTML:
Click “Export FFT as HTML”
Save the file with a descriptive name
Include in Reports:
The exported HTML can be opened in any browser
All annotations are preserved
Interactive features remain functional