Non-specific conducting polymer-based array capable of monitoring odour emissions from a biofiltration system in a piggery building

Sensors and Actuators, B: Chemical

Volumn 135, Issue 2, 2009, Pages 455-464

  Sohn, Jae Ho ^a   Dunlop, Mark ^a   Hudson, Neale ^b   Kim, Tae Il ^c   Yoo, Yong Hee ^c  

^a DEPARTMENT OF EMPLOYMENT ECONOMIC DEVELOPMENT AND INNOVATION   (Australia)

^b NATIONAL INSTITUTE OF WATER AND ATMOSPHERIC RESEARCH   (New Zealand)

^c National Institute of Animal Science   (South Korea)

Author keywords

Artificial neural network; Biofilter; Chemometrics; Electronic nose; Odour; Sensor array

Indexed keywords

ARTIFICIAL ORGANS; BACKPROPAGATION; BIOFILTERS; BIOFILTRATION; CHEMICAL SENSORS; CONDUCTING POLYMERS; CONTROL SYSTEMS; CORRELATION METHODS; CURVE FITTING; DATA PROCESSING; GAS DETECTORS; GAS EMISSIONS; LEAKAGE (FLUID); MOISTURE; NEURAL NETWORKS; ORGANIC CONDUCTORS; POLYMERS; PRINCIPAL COMPONENT ANALYSIS; SENSOR ARRAYS; SENSOR NETWORKS; SENSORS; WATER CONTENT;

APPLICATION SYSTEMS; ARRAY MEASUREMENTS; ARRAY RESPONSES; ARTIFICIAL NEURAL NETWORK; BIOFILTRATION SYSTEMS; CHEMOMETRICS; CORRELATION COEFFICIENTS; DATA PRE-PROCESSING; DUCTING; ELECTRONIC NOSE; GAS SENSOR ARRAYS; INLET AIRS; MODELLING TECHNIQUES; MODULAR SYSTEMS; MOISTURE CONTENTS; MOISTURE MONITORING; ODOUR; ODOUR EMISSIONS; OUT-LIERS; OUTLET AIRS; PARTIAL LEAST SQUARES; PLS MODELS; PRECISE CONTROLS; PRINCIPAL COMPONENTS; SPECIFIC SENSORS; WOOD CHIPS;

MOISTURE CONTROL;

EID: 57949096146     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2008.10.007     Document Type: Article

References (31)

1. D. Schmidt, K. Janni, R.E. Nicolai, Biofilter design information, in: Biosystems and Agricultural Engineering Update, BAEU18, University of Minnesota Extension Service, 2004.
2. Sheridan B., Curran T., Dodd J., and Colligan J. Biofiltration of odour and ammonia from a pig unit-a pilot scale study. Biosyst. Eng. 82 (2002) 441-453
3. Classen J.J., Young J.S., Bottcher R.W., and Westerman P.W. Design and analysis of a pilot scale biofiltration system for odorous air. Trans. Am. Soc. Agric. Eng. 43 (2000) 111-118
4. Phillips V.R., Scotford I.M., White R.P., and Hartshorn R.L. Minimum cost biofilters for reducing odours and other aerial emissions from livestock buildings. Part 1. Basic airflow aspects. J. Agric. Eng. Res. 62 (1995) 203-214
5. D.W. Hamilton, J. Arogo, Measuring farmstead odour, F-1740, Oklahoma Cooperative Extension Service, Division of Agricultural Sciences and Natural Resources, Oklahoma State University, Stillwater, Oklahoma, USA, 1999.
6. O'Neill D.H., and Phillips V.R. Review of the control of odour nuisance from livestock buildings. Part 3. Properties of the odorous substances which have been identified in livestock wastes or in the air around them. J. Agric. Eng. Res. 53 (1992) 23-50
7. MPCA, Feedlot air quality summary: data collection, enforcement and program development, Minnesota Pollution Control Agency, BAE, University of Minnesota, 1999.
8. L. Pan, R. Liu, S. Peng, S.X. Yang, S. Grego, Real-time monitoring system for odours around livestock farms, in: 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC'07, art. no. 4239111, 2007, pp. 883-888.
9. De Vito S., Massera E., Quercia L., and Di Francia G. Analysis of volcanic gases by means of electronic nose. Sens. Actuators B: Chem. 127 (2007) 36-41
10. 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. Sens. Actuators B: Chem. 124 (2007) 336-346
11. 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. Sens. Actuators B: Chem. 120 (2007) 628-637
12. Littarru P. Environmental odours assessment from waste treatment plants: dynamic olfactometry in combination with sensorial analysers "electronic noses". Waste Manage. 27 (2007) 302-309
13. L. Capelli, S. Sironi, R. Del Rosso, P. Céntola, M. Il Grande, Electronic noses for odour impact assessment of a composting plant in Italy, in: CHISA 2006-17th International Congress of Chemical and Process Engineering, 27-31 August 2006, Prague, Czech Republic, 2006.
14. Page T., Renyi P., and Levasseur J.P. Electronic noses to monitor the impact of odours [Les nez électroniques pour le suivi de l'impact odeur], Eau, l'Industrie. les Nuisance 292 (2006) 43-46
15. Staples E.J., and Viswanathan S. Detection and analysis of volatile organic chemicals in waste water using an electronic nose. WIT Trans. Eco. Environ. 95 (2006) 401-409
16. A.G. Gronauer, S. Neser, B. Maier, Monitoring of odor emissions from different pig housing systems with chemical sensor array, in: Proceedings of Air Pollution from Agricultural Operations III Conference, 12-15 October 2003, pp. 17-25.
17. Steutz R.M., and Fenner R.A. Odour measurements using sensor arrays. In: Stuetz R., and Frechen F.-B. (Eds). Odours in Wastewater Treatment (2001), IWA Publishing, Padstow, Cornwall, UK
18. Bicego M., Tessari G., Tecchiolli G., and Bettinelli M. A comparative analysis of basic pattern recognition techniques for the development of small size electronic nose. Sens. Actuators B: Chem. 85 (2002) 137-144
19. Boccorh R., and Paterson A. An artificial neural network model for predicting flavour intensity in blackcurrant concentrates. Food Qual. Prefer. 13 (2002) 117-128
20. Guadarrama A., Rodriguez-Mendez M.L., and de Saja J.A. Conducting polymer-based array for the discrimination of odours from trim plastic materials used in automobiles. Anal. Chim. Acta 455 (2002) 41-47
21. Sohn J.H., Smith R., and Yoong E. Process studies of odour emissions from effluent ponds using machine-based odour measurement. Atmos. Environ. 40 (2006) 1230-1241
22. Sohn J.H., Smith R., Yoong E., Leis J., and Galvin G. Quantification of odours from piggery effluent ponds using an electronic nose and an artificial neural network. Biosyst. Eng. 86 (2003) 399-410
23. Sohn J.H., Hudson N., Gallagher E., Dunlop M., Zeller L., and Atzeni M. Implementation of an electronic nose for continuous odour monitoring in a poultry shed. Sens. Actuators B: Chem. 133 (2008) 60-69
24. Qu G., Feddes J., Armstrong W., Colemen R., and Leonard J. Measuring odor concentration with an electronic nose. Trans. Am. Soc. Agric. Eng. 44 (2001) 1807-1812
25. M. Dunlop, T.I. Kim, J.H. Sohn, I. Craig, E. Schmidt, Development and application of biofilter systems to intensive livestock operations to minimise odour emissions and nuisance potential-design and development of a pilot scale biofiltration system, The Report of international cooperative project carried out for the year 2003, Department of Primary Industries and Fisheries, Queensland, Australia, 2004.
26. Standards Australia, Stationary source emissions: determination of odour concentration by dynamic olfactometry (AS/NZS 4323.3), Standards Australia, Sydney, Australia, 2001.
27. Sohn J.H., Atzeni M., Zeller L., and Pioggia G. Characterisation of humidity dependence of a metal oxide semiconductor sensor array using partial least squares. Sens. Actuators B: Chem. 131 (2008) 230-235
28. R. Kirwan, T. Curran, V. Dodd, Assessment of the key performance indicators for the biofiltration of rendering plant odours, in: Proceedings of the Environmental Odour Management Conference, Kommission Reinhaltung der Luft im VDI und DIN, Germany, 2004.
29. R. Both, E. Koch, Odour regulation in Germany-an improved system including odour intensity, hedonic tone and odour annoyance, Environmental Odour Management Conference, Kommission Reinhaltung der Luft im VDI und DIN, Germany, 2004.
30. G. Winneke, K. Sucker, R. Both, Population odour annoyance is influenced by the hedonic quality of industrial odours, Environmental Odour Management Conference, Kommission Reinhaltung der Luft im VDI und DIN, Germany, 2004.
31. S. Maitra, J. Yan, Principal Component Analysis and Partial Least Squares: Two-Dimension Reduction Techniques for Regression, Casualty Actuarial Society, Discussion Paper Program, 2008, pp. 79-90.