A new intelligent electronic nose system for measuring and analysing livestock and poultry farm odours

Environmental Monitoring and Assessment

Volumn 135, Issue 1-3, 2007, Pages 399-408

  Pan, Leilei ^a   Yang, Simon X ^a  

^a UNIVERSITY OF GUELPH   (Canada)

Author keywords

Artificial intelligence; Electronic nose; Expert system; Livestock and poultry farm odours; Neural network

Indexed keywords

ARTIFICIAL INTELLIGENCE; CHEMICAL SENSORS; EXPERT SYSTEMS; HUMIDITY SENSORS; INTELLIGENT SYSTEMS; NEURAL NETWORKS; ODOR CONTROL; SENSOR ARRAYS; TEMPERATURE SENSORS;

FARM ODOURS; INTELLIGENT ELECTRONIC NOSE SYSTEM; POULTRY;

FARMS;

ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; EXPERT SYSTEM; FARM; LIVESTOCK; MANAGEMENT PRACTICE; ODOR; POULTRY;

ARTICLE; ARTIFICIAL INTELLIGENCE; BIOSENSOR; CONTROLLED STUDY; INTERMETHOD COMPARISON; LIVESTOCK; ODOR CONTROL; POLLUTION MONITORING; PORTABLE EQUIPMENT; POULTRY FARMING; PREDICTION;

ANIMALS; ANIMALS, DOMESTIC; DIAGNOSTIC TECHNIQUES AND PROCEDURES; ELECTRONICS; ENVIRONMENTAL MONITORING; HUMANS; HUMIDITY; MANURE; NOSE; ODORS; POULTRY; SEWAGE; TEMPERATURE;

EID: 36248930353     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-007-9659-5     Document Type: Article

References (19)

1. Barlett, P. N., Elliot, J. M., & Gardner, J. W. (1997). Electronic noses and their application in the food industry. Food Technology, 51(12), 44-48.
2. Hobbs, P. J., Misselbrook, T. H., & Pain, B. F. (1995). Assessment of odours from livestock wastes by a photoionization detector, electronic nose, olfactometry and gas chromatography-mass spectrometry. Journal of Agricultural Engineering Research, 72, 291-298.
3. Hudon, G., Guy, C., & Hermia, J. (2000) Measurement of odour intensity by an electronic nose. Journal of Air and Wastes Management Association, 50, 1750-1758.
4. Gardner, J. W., & Barlett, P. N. (1999). Electronic noses: Principals and applications. Oxford, UK: Oxford University Press.
5. Loutfi, A. (2006). Odour recognition using electronic noses in robotic and intelligent systems. PhD thesis, Institutionen för teknik, Örebro universitet, Örebro, Swedish.
6. McGinley, M. A., & McGinley, C. M. Developing a credible odour monitoring program. In American Society of Agricultural Engineers (ASAE) 2004 annual conference, Ottawa, Ontario, Canada (Paper no. 042201).
7. O'Neill, D. H., & Philips, V. R. (1992). A review of the control of odour nuisance from livestock buildings. Journal of Agricultural Engineering Research, 53(1), 23-50.
8. Osarenren, J. O. (2002) Computer aided electronic nose for sensing odours in the dairy farms. In 2002 ASAE annual international meeting/ CIGR XVth world congress, Chicago, IL, USA (Paper no. 024169).
9. Pan, L., Yang, S. X., & DeBruyn, J. (2007). Factor analysis of downwind odours from livestock farms. Biosystems Engineering, 96(3), 387-397.
10. Powers, W., & Bastyr, S. (2004). Downwind air quality measurements from poultry and livestock facilities. Animal industry report ASL-R1924. Ames, IA: Iowa State University.
11. Qu, G., Feddes, J. J.-R., Armstrong, W. W., Coleman, R. N., & Leonard, J. J. (2001). Measuring odour concentration with an electronic nose. Transactions of the ASAE, 44(6), 1807-1812.
12. Shaw, P. E., Rouseff, R. L., Goodner, K. L., Bazemore, R., Nordby, H. E., & Widmer, W. W. (2000). Comparison of headspace GC and electronic sensor techniques for classification of processed orange juices. Food Science and Technology, 33, 331-334.
13. Schiffman, S. S., Bennett, J. L., & Raymer J. H. (2001) Quantification of odours and odorants from swine operations in North Carolina. Agricultural and Forest Meteorology, 108, 213-240.
14. Schaller, E., Bosset, J. O., & Escher, F. (1998). 'Electronic noses' and their application to food. Food Science and Technology, 31, 205-316.
15. Tian, F., Yang, S. X., & Dong, K. (2005). Circuit and noise analysis of odorant gas sensors in an E-nose. Sensors, 5, 85-96.
16. Singh, S., Hines, E. L., & Gardner, J. W. (1996) Fuzzy neural computing of coffee and tainted water data from an electronic nose. Sensors and Actuators, 30(3), 190-195.
17. Zahn, J. A., DiSpirito, A. A., Do, Y. S., Brooks, B. E., Cooper, E. E., & Hatfield, J. L. (2001). Correlation of human olfactory response to airborne concentrations of malodorous volatile organic compounds emitted from swine effluent. Journal of Environmental Quality, 30, 635-647.
18. Zhang, Q., Feddes, J. J. R., Edeogu, I., Nyachoti, M., House, J., Small, S., et al. (2001). Odour production, evaluation and control. Final report for project MLMMI 02-hers-03. Winnipeg, Canada: Manitoba Livestock Manure Management Initiative Inc.
19. Zhang, Q., Feddes, J. J. R., Edeogu, I., & Zhou, X. J. (2002). Correlation between odour intensity assessed by human assessors and odour concentration measured with olfactometers. Canadian Biosystems Engineering, 44, 627-632