Aerospace & Aviation Case Study

How E/AB Teams Can Perform Cost-Effective, Objective, and Safe Flutter Tests with enDAQ's Wireless Accelerometers

This case study describes how Stratos Aircraft used enDAQ wireless accelerometers to conduct objective flutter envelope clearance testing on their Proof of Concept jet—replacing subjective pilot-perception methods with reliable, distributed sensor data at a fraction of the cost of traditional approaches.

Executive Summary

How Stratos Aircraft cleared a transonic flight envelope without breaking the budget

Flutter testing is a safety-critical requirement for any new aircraft program. For large aerospace manufacturers, the cost is manageable. For aviation startups like Stratos Aircraft, standard flutter testing methods can be prohibitively expensive. enDAQ's wireless, self-contained sensors enabled Stratos to take a novel, objective approach—distributing sensors across their PoC airframe to capture bending and torsional modes during both ground and in-flight testing.

Challenge
Cost-Prohibitive Standard Testing — Traditional flutter testing was too expensive for a startup. Pilot-perception methods were deemed too risky and subjective for a complex transonic flight envelope clearance. 
Solution
Distributed Wireless Sensing Customized enDAQ W8-E25D40 wireless sensors were mounted at discrete locations on the airframe. GPS-enabled time synchronization allowed differentiation of symmetric and antisymmetric wing modes.
Results
Envelope Cleared. Data Published.
— No flutter trends were found in the PoC aircraft data. Testing revealed valuable excitation characteristics for stick/pedal raps and airbrakes, informing future E/AB testing standards.
 

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The Challenge

Flutter testing is essential—but standard approaches were out of reach

Flutter is a self-excited vibration caused by the interaction of aerodynamic, inertial, and elastic forces acting on an aircraft wing. If not designed for and validated through testing, flutter can lead to catastrophic structural failure. Every new aircraft program must address flutter—both on the ground and in flight.

For Stratos Aircraft, a jet manufacturer from Redmond, Oregon developing an Experimental-designated single-engine transonic jet, the standard approach to flutter testing was financially prohibitive. To compensate for smaller budgets, many Experimental/Amateur-Built (E/AB) aircraft manufacturers fall back on pilot perception of stick and rudder pedal raps—a method Stratos deemed too risky and too subjective for their complex transonic flight envelope.

  • Standard flutter certification testing is cost-prohibitive for aviation startups.
  • Pilot-perception methods are subjective and do not produce objective, repeatable data.
  • The flight envelope included transonic speeds, increasing the complexity and risk of flutter events.
  • Any sensor solution needed to avoid altering aircraft mass or structural properties.

The Solution

Distributed wireless sensors across the airframe—no wiring, no mass impact

enDAQ provided customized wireless sensors based on the W8-E25D40 platform. The customization allowed the devices to be affixed to the aircraft without altering mass or structure—a critical requirement for valid flutter testing. Stratos mounted the sensors at discrete locations on the PoC airframe, enabling simultaneous monitoring of the wing's main bending and torsional modes.

Screenshot 2026-06-30 113150enDAQ accelerometer in-situ set-up and diagram of placement on body of aircraft.

With onboard GPS and wireless capabilities, the sensors generated timestamped data that allowed exact synchronization across all devices. This synchronization was crucial to differentiating between symmetric and antisymmetric motion—a key requirement for flutter envelope clearance.

To excite the PoC aircraft's structure, pilots conducted stick and pedal raps with a dead blow hammer, stomped on the pedals, and deployed airspeed brakes during flight. The resulting data revealed the frequency content of each excitation type across different altitudes and airspeeds.

  • Stick and pedal raps excited structural modes up to 15 Hz—higher than previously expected.
  • Airbrake deployment produced broadband excitation of the entire airframe from 15 to 40 Hz.
  • GPS-based time synchronization enabled symmetric vs. antisymmetric mode differentiation.
  • Pressure transducer data provided altitude synchronization across sensor devices.

Screenshot 2026-06-30 113301Left: Pilot performing stick and pedal rap testing with a dead blow hammer. Right: Air brakes deployed on PoC aircraft.
Results

Flutter-free envelope clearance—and a new framework for E/AB testing

Successful flight envelope clearance of Stratos PoC aircraft — no flutter trends identified

Screenshot 2026-06-30 123317The data collected by enDAQ's distributed sensors confirmed no trends indicative of flutter within the PoC aircraft testing data, leading to successful flight envelope clearance. The testing also produced insights of broader value to the E/AB aircraft community.

Stick and pedal rap frequency response (up to 15 Hz) proved more valuable for flutter testing than previously thought, while airbrake deployment was highly effective at exciting the 15–40 Hz range across the entire airframe. Both findings were published as part of an AIAA technical article, contributing to the broader body of knowledge on E/AB flutter clearance.

enDAQ's self-contained sensors made this novel approach possible—providing accurate, high-quality data with minimal installation requirements and no interference with the aircraft's structure. Stratos's results indicate that this methodology may serve as an alternate means of flutter clearance for other E/AB manufacturers.

  • No flutter trends found across any test condition—full PoC flight envelope cleared.
  • Stick/pedal rap excitation proven effective up to 15 Hz for flutter testing purposes.
  • Airbrake excitation covered 15–40 Hz, complementing stick/pedal rap data.
  • Findings published in an AIAA peer-reviewed technical article.
  • Approach validated as a cost-effective alternative for E/AB flutter clearance programs.

enDAQ-Case-Study-Stratos-Aircraft-3
Spectrogram of the full acceleration time history of a test flight.

enDAQ-Case-Study-Stratos-Aircraft-4
Spectra of excitation events at different altitude and speeds to determine if a flutter resonance is developing.


Comparison of Flutter Testing Approaches
Aspect Standard Flutter Testing enDAQ Wireless Sensor Approach
Cost Prohibitively expensive for startups Affordable — fraction of traditional testing cost
Objectivity Pilot perception methods are subjective Quantitative, repeatable sensor data
Structural Impact Traditional wired systems require structural modifications Non-invasive — no mass or structural alteration
Synchronization Complex multi-channel wired DAQ systems GPS-enabled wireless time synchronization
Mode Coverage Dedicated excitation systems Stick/pedal raps (up to 15 Hz) + airbrakes (15–40 Hz)

Frequently Asked Questions

What is flutter and why does it matter for aircraft certification?

Flutter is a self-excited vibration arising from the interaction of aerodynamic, inertial, and elastic forces on an aircraft wing. If it occurs in the operational flight envelope, it can cause rapid structural failure. All aircraft must demonstrate flutter-free operation within their cleared flight envelope before certification.

How did enDAQ sensors avoid affecting the aircraft's flutter characteristics?

The sensors were customized to allow affixing directly to the airframe without adding meaningful mass or altering structural properties. Flutter characteristics are highly sensitive to mass distribution, so this was an essential design requirement for the testing approach.

How were multiple wireless sensors synchronized?

enDAQ's W8-series sensors include GPS capability, enabling time-stamped data that can be precisely synchronized across all deployed units. This was critical for distinguishing symmetric (both wings moving together) from antisymmetric (wings moving in opposition) flutter modes.

Why were airbrakes effective for flutter excitation?

When deployed, airbrakes create a broadband aerodynamic disturbance that excites the entire airframe across a wide frequency range (15–40 Hz in this case). This makes them an effective tool for exciting higher structural modes that stick and pedal raps alone may not reach.

Can this testing approach apply to other E/AB aircraft programs?

Yes. Stratos's successful results suggest that distributed wireless enDAQ sensors, combined with stick/pedal rap and airbrake excitation, may serve as an alternate means of flutter clearance testing for other Experimental/Amateur-Built aircraft manufacturers facing similar budget constraints.


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