%0 Journal Article %T A Prognostics Framework for Health Degradation and Air Pollution Concentrations %A Bernard Fong %A G. Y. Hong %J Journal of Advances in Information Technology %D 2012 %I Academy Publisher %R 10.4304/jait.3.1.64-68 %X Air pollution is known to cause a wide range of diseases that have led to countless cases of premature mortality. Although pollution in a massive scale is uncontrollable by individual inhabitant, the negative impact on health as a direct result on indoor air pollution can be reduced by appropriate preventive actions. Smart home technology allows ventilation to be controlled through condition-based monitoring of the air pollutant concentration in the room. This paper describes a prognostics framework that regulates in-room ventilation, the algorithm can be fed into a smart home control system for prevention of a number of respiratory diseases. %K Bio-syndromic surveillance %K environmental health %K smart home control %U http://ojs.academypublisher.com/index.php/jait/article/view/6529