Skip to main content

Statistical Methods for Selecting the Components of a Sensing Array

  • Chapter
  • First Online:
Computational Methods for Sensor Material Selection

Part of the book series: Integrated Analytical Systems ((ANASYS))

Abstract

An electronic nose which uses an array of conductometric chemical sensors has been developed at the Jet Propulsion Laboratory; the JPL Electronic Nose is to be used as an event monitor in human habitat in a spacecraft. This sensor array is designed to identify and quantify 10–15 organic and inorganic species in air. The earlier generation/version JPL electronic noses consisted of 32 polymer-carbon black composite sensors; the target analytes included volatile organics as well as ammonia. This third generation electronic nose has a new suite of target analytes, and so, a new set of sensors was selected. In addition to volatile organic chemicals, the target analytes include the inorganic species: ammonia, sulfur dioxide and elemental mercury. The most recent array under development has 32 sensors; additional materials were selected in order to detect inorganic species and polymer-carbon black composite sensors were reevaluated. In the development of such a device, we must select sensors suitable for the detection of targeted analytes, and we must be able to evaluate both the sensors and the array response. This chapter will discuss the statistical tools and experimental criteria used to evaluate and select materials in the sensing array.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Nicagossian, A. E.; Hunton, C. L.; Pool, S. L., Space Physiology and Medicine, Lea and Febiger, Philadelphia, PA, 1994

    Google Scholar 

  2. Ryan, M. A.; Homer, M. L.; Zhou, H.; Manatt, K. S.; Ryan, V. S.; Jackson, S. P., Operation of an electronic nose aboard the space shuttle and directions for research for a second generation device, In Proceedings of International Conference on Environmental Systems, 2000, 00ICES-259, Toulouse, France

    Google Scholar 

  3. Ryan, M. A.; Zhou, H.; Buehler, M. G.; Manatt, K. S.; Mowrey, V. S.; Jackson, S. P.; Kisor, A. K.; Shevade, A. V.; Homer, M. L., Monitoring space shuttle air quality using the jet propulsion laboratory electronic nose, IEEE Sens. J. 2004, 4, 337–347

    Article  CAS  Google Scholar 

  4. Ryan, M. A.; Homer, M. L.; Zhou, H.; Manatt, K.; Manfreda, A., Toward a second generation electronic nose at JPL: sensing film optimization studies, In Proceedings of International Conference on Environmental Systems, 2001, 2001–01–2308, Orlando, FL

    Google Scholar 

  5. Ryan, M. A.; Homer, M. L.; Zhou, H.; Manatt, K.; Manfreda, A.; Kisor, A.; Shevade, A.; Yen, S. P. S., Expanding the capabilities of the JPL electronic nose for an international space station technology demonstration, J. Aerosp. SAE Trans. 2006, 2006–01, 225–210

    Google Scholar 

  6. Shevade, A.V.; Ryan, M. A.; Taylor, C. J.; Homer, M. L.; Jewell, A. D.; Kisor, A. K.; Manatt, K. S.; Yen, S. -P. S., Development of the third generation JPL electronic nose for international space station technology demonstration, In Proceedings of International Conference on Environmental Systems, 2007, 2007–01–3149, Chicago IL, USA

    Google Scholar 

  7. Zhou, H.; Homer, M. L.; Shevade, A. V.; Ryan, M. A., Nonlinear least-squares based method for identifying and quantifying single and mixed contaminants in air with an electronic nose, Sensors 2006, 6, 1–18

    Article  CAS  Google Scholar 

  8. Nix, M. B.; Homer, M. L.; Kisor, A. K.; Soler, J.; Torres, J.; Manatt, K.; Jewell, A.; Ryan, M. A, Sniffing out problems for humans in space, IEEE Potentials 2007, 26, 18–24

    Article  Google Scholar 

  9. Ryan, M. A.; Homer, M. L.; Zhou, H.; Manatt, K.; Manfreda, A.; Kisor, A.; Shevade, A.; Yen, S. P. S., Expanding the analyte set of the JPL electronic nose to include inorganic species, J. Aerosp. SAE Trans. 2005, 2005–01–2880, 225

    Google Scholar 

  10. Diaf A.; Garcia J.I.; Beckman, E.J.,Thermally reversible polymeric sorbents for acid gases – CO2, SO2, and NOx, J. App. Polym. Sci. 1994, 53, 857–875

    CAS  Google Scholar 

  11. Ruys, D. P.; Andrade, J. F.; Guimaraes, O. M., Hg detection in air using a coated piezoelectric sensor, Anal. Chim. Acta 2000, 404, 95–100

    Article  CAS  Google Scholar 

  12. Shevade, A. V.; Ryan, M. A.; Homer, M. L.; Kisor A. K.; Manatt, K. S., Off-gassing and particle release by heated polymeric materials, In Proceedings of 38th International Conference on Environmental Systems 2008, 2008–01–2090, San Francisco CA, USA

    Google Scholar 

Download references

Acknowledgments

The work discussed here was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under contract with the National Aeronautics and Space Administration (NASA). Work was sponsored by Advanced Environmental Monitoring and Control Project of the Exploration Systems Mission Directorate.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Margie L. Homer .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Homer, M.L., Zhou, H., Jewell, A.D., Ryan, M.A. (2009). Statistical Methods for Selecting the Components of a Sensing Array. In: Ryan, M., Shevade, A., Taylor, C., Homer, M., Blanco, M., Stetter, J. (eds) Computational Methods for Sensor Material Selection. Integrated Analytical Systems. Springer, New York, NY. https://doi.org/10.1007/978-0-387-73715-7_11

Download citation

Publish with us

Policies and ethics