Wind Turbine Drivetrain Vibration Damping via Segmented Speed Sensing

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Solution Overview

Problem

Newer, larger wind turbines face challenges in accurately detecting drivetrain vibrations due to lower frequencies, leading to potential equipment overloads from inappropriate torque modulation.

Innovation Solution

Implementing high fidelity encoders at multiple locations along the drivetrain to measure speed errors between the rotor and generator, using these errors to generate torque deviation signals to dampen vibrations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If bandpass filter is used to detect drivetrain vibrations from generator speed, then vibration detection is enabled, but measurement precision deteriorates due to lower frequencies in newer, larger wind turbines

Engineering Contradiction:
Improvedrivetrain vibration detection accuracyVSAvoidbandpass filter design complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent divides the drivetrain into multiple segments with sensors at different locations (rotor shaft, gearbox input, gearbox output, generator shaft). Each segment's speed is measured independently, and vibrations are detected by comparing the segmented speed measurements rather than using a single bandpass filtered signal, thereby improving measurement precision without increasing filter complexity

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces speed measurements at intermediate locations (rotor shaft and gearbox) as mediators between the generator speed and actual drivetrain vibrations. These intermediary measurements provide additional information that helps accurately detect vibrations without requiring complex bandpass filtering of the generator speed signal

Inventive Principle:
Principle #24Intermediary (Mediator)

2Ease of operation

If bandpass filtered generator speed is used as proxy for drivetrain vibration, then control function is simplified, but reliability deteriorates when filtered speed is not a good proxy

Engineering Contradiction:
Improvecontrol function simplicityVSAvoidvibration proxy accuracy
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The patent implements feedback by continuously comparing speed measurements from multiple locations and using the differences to detect vibrations. The control system receives feedback from segmented speed measurements and adjusts torque modulation accordingly, ensuring reliable vibration detection without relying on a potentially inaccurate single-point proxy

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The patent segments the drivetrain speed measurement into multiple independent measurements at different locations. This segmentation allows the system to maintain control simplicity while improving reliability by using the collective information from all segments rather than relying on a single filtered signal that may not accurately represent actual vibrations

Inventive Principle:
Principle #1Segmentation

3Productivity

If torque modulation is applied based on inaccurate vibration proxy, then control action is implemented, but harmful effects occur through equipment overload

Engineering Contradiction:
Improvecontrol response speedVSAvoidequipment overload
Core Design Contradiction:
ProductivityVSObject-affected harmful factors

Solution Approach 1:

The patent performs preliminary action by measuring speeds at multiple locations continuously and comparing them to detect vibrations before applying torque modulation. This preliminary detection ensures that torque modulation is based on accurate vibration information, preventing harmful equipment overload while maintaining prompt control response

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The drivetrain system uses its own operational data (speed measurements from various points) to self-diagnose vibration conditions and automatically adjust torque modulation. This self-service approach ensures control actions are based on actual system state, preventing harmful effects from inaccurate proxies while maintaining rapid response

Inventive Principle:
Principle #25Self-service

Data Source

PatentEP4715197A1System and method for monitoring vibrations in a drivetrain of a wind turbine
Publication Date: 2026.03.25 GE VERNOVA INFRASTRUCTURE TECHNOLOGY LLC
  • EP4715197A1 patent drawingFigure 1
  • EP4715197A1 patent drawingFigure 2
  • EP4715197A1 patent drawingFigure 3

AI summary

A method for damping drivetrain vibrations of a wind turbine. The drivetrain has, at least, a rotor and a generator. The method includes receiving a first rotational speed signal at a first location along the drivetrain, the first rotational speed signal being a proxy for rotor speed of the rotor. The method also includes receiving a second rotational speed signal at a second location along the drivetrain, the second location being downwind from the first location, the second rotational speed signal being a proxy for generator speed of the generator. Further, the method includes determining a speed error based on a comparison of the first and second rotational speed signals. Moreover, the method includes determining a torque deviation signal for the wind turbine configured to dampen the drivetrain vibrations when the speed error exceeds a first speed threshold. In addition, the method includes applying the torque deviation signal to the generator to dampen the drivetrain vibrations.