Title :
A neurodynamics model for odour dispersion around livestock farms
Author :
Pan, Leilei ; Yang, Simon X. ; Mittal, Gauri S. ; Gregori, Stefano ; Wang, Fangju
Author_Institution :
Sch. of Eng., Univ. of Guelph, Guelph, ON, Canada
Abstract :
Detecting and monitoring odour around livestock farms are difficult. In this paper, a dynamic neural network based model is proposed to locate odour dispersion around livestock facilities. The proposed dispersion model can dynamically represent complex or non-steady-state meteorological and topographical features in and around livestock farm areas. The proposed approach can also model odour dispersions from multiple odour sources, and from various types of sources such like point source, line source, and area source. In addition, the proposed model simulates the odour dispersion through the dynamic neural activity landscape, without explicitly additional models of the dynamic environment, odour sources, and farming activities.
Keywords :
farming; neural nets; livestock farms; neural network; neurodynamics model; odour detection; odour dispersion; odour monitoring; Biological system modeling; Livestock farm odour; neural network; odour dispersion; shunting model;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5641864