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Sensor-based Prognostics to Avoid Runaway Reactions & Catastrophic
Ignition (SPARRCI)
Ensuring Safe, Reliable Power for Electric Aircraft
Challenge
- Electric aircraft concepts require high power and high
energy storage, but they must also be SAFE!
- State-of-the-art batteries suffer from catastrophic
failures, resulting in over-engineered, heavy failure
solutions to provide safer energy storage
- Existing solutions aim to contain or prevent thermal
runaway propagation at a battery level, but single-cell
events cannot be predicted
Turning a chemistry into a cell, packaged
battery, and safe battery adds layers of mass
Embedded sensors provide higher quality data
to improve fidelity of off-nominal models
Expected Impacts
- With early detection of failure, we ensure
catastrophic failures are eliminated and the result is a
safe, higher energy battery to enable next-generation
electric aircraft concepts
- Next-generation battery chemistry development
occurs on a long timeline and may offer higher
specific energy but not additional safety
- SPARRCI offers a shorter timeline to implement new
chemistries with a better understanding of safety
Partners and/or Participants
- NASA Glenn Research Center, batteries/sensors
- NASA Langley Research Center, NDE
- NASA Ames Research Center, modeling &
prognostics
- Cornerstone Research Group, small business
partner
Solutions
- SPARRCI offers a multi-disciplinary approach combining
battery failure analysis, nondestructive evaluation (NDE),
sensor development, and modeling & prognostics for early
failure detection
- Using embedded sensor and NDE data fed into advanced
off-nominal models, failures can be predicted based on
changes in cell function or material morphology
- Enabling for higher energy, safer aircraft batteries for
existing chemistries and shortening the timeline for future
development
Results
- Using shadow mask and photolithography, sensors are
printed onto battery materials & provide valuable internal data
when embedded in pouch cells
- NDE techniques such as digital radiography and ultrasound,
and laser doppler vibrometry can detect material defects
- Advances to battery performance models predict off-nominal
behavior
Battery failure analysis pairs with UT NDE
techniques, showing sensitivity to defects
SPARRCI offers decreased weight, increased
safety, and improved aircraft performance
Next Steps
-Demonstrate benefit of data from combined sensor + NDE
techniques during nominal and off-nominal cell behavior
- Integrate concepts into battery pack-level NASA projects
- Address optimization of sensor connections, data
collection, and modeling/prognostics fidelity
Cell
Battery
Safe
Battery
Postmortem
Amplitude
FFT
(1-7MHz)
PC125 PC130
Pressure No Pressure
x
x
Freq
y
Aircraft
Performance
Battery
Weight
POC: Brianne DeMattia, NASA Glenn Research Center

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NASA Sensor-based Prognostics to Avoid Runaway Reactions & Catastrophic Ignition (SPARRCI) Ensuring Safe, Reliable Power for Electric Aircraft

  • 1. Sensor-based Prognostics to Avoid Runaway Reactions & Catastrophic Ignition (SPARRCI) Ensuring Safe, Reliable Power for Electric Aircraft Challenge - Electric aircraft concepts require high power and high energy storage, but they must also be SAFE! - State-of-the-art batteries suffer from catastrophic failures, resulting in over-engineered, heavy failure solutions to provide safer energy storage - Existing solutions aim to contain or prevent thermal runaway propagation at a battery level, but single-cell events cannot be predicted Turning a chemistry into a cell, packaged battery, and safe battery adds layers of mass Embedded sensors provide higher quality data to improve fidelity of off-nominal models Expected Impacts - With early detection of failure, we ensure catastrophic failures are eliminated and the result is a safe, higher energy battery to enable next-generation electric aircraft concepts - Next-generation battery chemistry development occurs on a long timeline and may offer higher specific energy but not additional safety - SPARRCI offers a shorter timeline to implement new chemistries with a better understanding of safety Partners and/or Participants - NASA Glenn Research Center, batteries/sensors - NASA Langley Research Center, NDE - NASA Ames Research Center, modeling & prognostics - Cornerstone Research Group, small business partner Solutions - SPARRCI offers a multi-disciplinary approach combining battery failure analysis, nondestructive evaluation (NDE), sensor development, and modeling & prognostics for early failure detection - Using embedded sensor and NDE data fed into advanced off-nominal models, failures can be predicted based on changes in cell function or material morphology - Enabling for higher energy, safer aircraft batteries for existing chemistries and shortening the timeline for future development Results - Using shadow mask and photolithography, sensors are printed onto battery materials & provide valuable internal data when embedded in pouch cells - NDE techniques such as digital radiography and ultrasound, and laser doppler vibrometry can detect material defects - Advances to battery performance models predict off-nominal behavior Battery failure analysis pairs with UT NDE techniques, showing sensitivity to defects SPARRCI offers decreased weight, increased safety, and improved aircraft performance Next Steps -Demonstrate benefit of data from combined sensor + NDE techniques during nominal and off-nominal cell behavior - Integrate concepts into battery pack-level NASA projects - Address optimization of sensor connections, data collection, and modeling/prognostics fidelity Cell Battery Safe Battery Postmortem Amplitude FFT (1-7MHz) PC125 PC130 Pressure No Pressure x x Freq y Aircraft Performance Battery Weight POC: Brianne DeMattia, NASA Glenn Research Center