Identifying major contributing sources to odour annoyance using a non-specific gas sensor array

Biosystems Engineering

Volumn 102, Issue 3, 2009, Pages 305-312

  Sohn, Jae Ho ^a   Pioggia, Giovanni ^b   Craig, Ian P ^c   Stuetz, Richard M ^d   Atzeni, Michael G ^a  

^a DEPARTMENT OF AGRICULTURE AND FISHERIES   (Australia)

^b UNIVERSITY OF PISA   (Italy)

^c UNIVERSITY OF SOUTHERN QUEENSLAND   (Australia)

^d UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINANT ANALYSIS; ELECTRONIC NOSE; LAKES; LEAST SQUARES APPROXIMATIONS; SELF ORGANIZING MAPS;

FINGERPRINT DATABASE; KOHONEN SELF ORGANISING MAPS (KSOM); MEAN PERCENTAGE; MULTIPLE EMISSION SOURCES; OFF SITES; PARTIAL LEAST SQUARES DISCRIMINANT ANALYSES (PLSDA); PATTERN RECOGNITION ALGORITHMS;

PATTERN RECOGNITION;

EID: 60649107995     PISSN: 15375110     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystemseng.2008.12.010     Document Type: Article

References (23)

1. AromaScan, plc. AromaScan Software & Operators Manual (1996), AromaScan plc., Crewe, UK
2. Arshak K.I., Cunniffe C., Moore E.G., and Cavanagh L.M. Custom electronic nose with potential homeland security applications. Proceedings of the 2006 IEEE Sensors Applications Symposium (2006) Art. No. 1634231, pp. 30-35
3. Cai J., and Levy D.C. Tracking dynamic source direction with a novel stationary electronic nose system. Sensors 6 11 (2006) 1537-1554
4. Capelli L., Sironi S., Del Rosso R., Céntola P., and Il Grande M. Electronic noses for odour impact assessment of a composting plant in Italy. CHISA 2006 - 17th International Congress of Chemical and Process Engineering (2006) p. 14
5. Carmel L., Sever N., Lancet D., and Harel D. An eNose algorithm for identifying chemicals and determining their concentration. Sensors and Actuators, B: Chemical 93 1-3 (2003) 77-83
6. Chow T.W.S., and Cho S.Y. Neural Networks and Computing: Learning Algorithms and Applications. Har/Cdr ed. (2007), World Scientific Publishing Company
7. Fonseca A.M., Biscaya J.L., Aires-de-Sousa J., and Lobo A.M. Geographical classification of crude oils by Kohonen self-organizing maps. Analytica Chimica Acta 556 2 (2006) 374-382
8. Gutierrez-Osuna R. Pattern analysis for machine olfaction: a review. IEEE Sensors Journal 2 3 (2002) 189-202
9. Hayes A.T., Martinoli A., and Goodman R.M. Distributed odor source localization. IEEE Sensors Journal 2 3 (2002) 260-271
10. Jan D.L. Environmental monitoring instruments: using ISS as a testbed for exploration. IEEE Aerospace Conference Proceedings (2007) Art. No. 4161569
11. Kohonen T. Self-Organising Maps. Springer Series in Information Sciences. 2nd ed. Vol. 30 (1997) New York
12. Lillhonga T., and Geladi P. Replicate analysis and outlier detection in multivariate NIR calibration, illustrated with biofuel analysis. Analytica Chimica Acta 544 (2005) 177-183
13. Littarru P. Environmental odours assessment from waste treatment plants: dynamic olfactometry in combination with sensorial analysers "electronic noses". Waste Management 27 2 (2007) 302-309
14. Micone P.G., and Guy C. Odour quantification by a sensor array: an application to landfill gas odours from two different municipal waste treatment works. Sensors and Actuators, B: Chemical 120 2 (2007) 628-637
15. Page T., Renyi P., and Levasseur J.P. Electronic noses to monitor the impact of odours. Eau, l'Industrie, les Nuisance (Les nez électroniques pour le suivi de l'impact odeur) 292 (2006) 43-46
16. Pan L., Liu R., Peng S., Yang S.X., and Grego S. 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC'07. Real-time monitoring system for odours around livestock farms (2007) Art. No. 4239111, pp. 883-888
17. Pan L., Yang S.X., and DeBruyn J. Factor analysis of downwind odours from livestock farms. Biosystems Engineering 96 3 (2007) 387-397
18. Pinnaduwage L.A., Zhao W., Gehl A.C., Allman S.L., Shepp A., Mahmud K.K., and Leis J.W. Quantitative analysis of tannery vapor mixtures using a microcantilever-based electronic nose. Applied Physics Letters 91 4 (2007) Art. No. 044105
19. Samecka-Cymerman A., Stankiewicz A., Kolon K., and Kempers A.J. Self-organizing feature map (neural networks) as a tool in classification of the relations between chemical composition of aquatic bryophytes and types of streambeds in the Tatra national park in Poland. Chemosphere 67 5 (2007) 954-960
20. Sironi S., Capelli L., Céntola P., and Del Rosso R. Development of a system for the continuous monitoring of odours from a composting plant: focus on training, data processing and results validation methods. Sensors and Actuators, B: Chemical 124 2 (2007) 336-346
21. Standards Australia. Stationary Source Emissions: Determination of Odour Concentration by Dynamic Olfactometry (AS/NZS 4323.3) (2001), Standards Australia, Sydney, Australia
22. Staples E.J., and Viswanathan S. Detection and analysis of volatile organic chemicals in waste water using an electronic nose. WIT Transactions on Ecology and the Environment 95 (2006) 401-409
23. Terrin N., Schmid C.H., Griffith J.L., D'Agostino R.B., and Selker H.P. External validity of predictive models: a comparison of logistic regression, classification trees, and neural networks. Journal of Clinical Epidemiology 56 (2003) 721-729