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PREDICTING
THE HEALTH OF ROTOCRAFT DRIVETRAINS IN REAL-TIME
Sigpro's
embedded systems designs for NASA have helped its Ames Research
Center become an internationally recognized leader in on-line
diagnostics of rotorcraft gearbox failures. Partnership with
Sigpro over a seven-year span led to development of a full
lab and flight facility, producing data and analyses that
help predict rotorcraft system component health in real-time.
Customer
Requirement
- As
a first step to validating untested algorithms in flight
situations, researchers at the Computational Sciences Division
of NASA Ames required the design and implementation of a
computer system to collect in-flight vibration data and
related sensors from rotorcraft drivetrains for analysis
and post-processing.
- Systems
and development efforts expanded to include the ultimate
program goal of predicting drivetrain component health
in real-time.
- System
requirements included the following:
- Sensor
selection and placement.
- Embedded
data acquisition and signal processing architecture.
- Flight
planning (pilot directives) and database archiving.
- Advanced
signal analysis.
Sigpro
Approach
- Develop
a ruggedized computer to perform sensor data acquisition
and monitor aircraft instrumentation.
- Flexible:
hardware operational on multiple aircraft; software
architecture allows reuse of all key components.
- Expandable:
features include real-time recognition and prediction
capabilities.
-
Define a unified approach to flight plans, database archive
and access.
- Compatible
with existing and emerging ground-based "ironbird"
experiments and analysis.
-
Develop advanced computational methods to identify anomalies
in helicopter transmission.
Key
Results:
- The
Sigpro solution, called HealthWatch, collected
and
analyzed:
- Over
100 GB of data;
- During
40 hours of flight time;
- Across
three helicopters and two ironbird test stands.
- Identification
methods were developed which will be used to improve rotorcraft
operational safety and lower field maintenance costs.
- This innovative
work has led to industry publications and patent filings.
- R&D
Program continues, now with:
- Significant
lab tools and expertise
- HealthWatch
II system
- Application
to fixed-wing aircrafts
Customer
Satisfaction:
The NASA team has come to rely on Sigpro as an integral part of their "Healthwatch"
project team. Sigpro's contribution to the success of "Healthwatch" has earned
us an ongoing relationship for the development and delivery of Healthwatch II, the second
generation rotorcraft vibration monitoring system.
For
more information on this project, please go to http://ic-www.arc.nasa.gov/projects/siglab/
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