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Chemical Sensors

Sensor Response to Unknown Chemicals (390)

Graphic of sensor array pattern vector

Problem: Need methods to interpret chemical sensor array response to new chemicals not in the calibration data base.

Project Activity Scope (from Technical Overview Chart): Mechanisms through Sensors and Devices

PNNL Solution:

  • Sensor array response is equivalent to a spectrum that can be interpreted even if a reference spectrum is not available
  • Develop models to transform array response vector (spectrum) to a vector containing descriptors of the detected vapor
  • Descriptor values indicate probable chemical class

Capabilities Employed to Meet Client Needs: Experimental characterization of chemical vapor interactions with polymer coatings; modeling vapor-polymer interactions; determination of vapor-polymer interaction parameters; chemometric data analysis; testing of model against chemical vapors beyond the learning set.

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Contact: Jay Grate

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