Pacific Northwest National Laboratory - Operated by Battelle for the U.S. Department of Energy
Sensors & Electronics

Sensors & Electronics

Chemical Sensors

Data Analysis for Multi-Sensor Arrays (171)

Analysis Flow Diagram

Problem: Analyze data from complementary, semi-specific chemical sensors to determine levels of specific analytes

Project Activity Scope (from Technical Overview Chart): Mechanisms through Instruments

PNNL Solution:

  • Tailored sensor array for specific application requirements
  • Determined array responses to analyte & potential interferents
  • Performed chemometric analysis of array response to analytes
  • Established robust data reduction algorithm for sensor deployment

Capabilities Employed to Meet Client Needs: Sensor array design; selective materials synthesis & coating; array fabrication; array testing; statistical & chemometric data analysis (e.g., multi-variant methods, etc.); analysis algorithm development; software development for sensor array deployment.

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Contact: David Baldwin

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