Abstract
A new model for predicting heat of decomposition of petroleum liquid hydrocarbons as a function of American Petroleum Institute (API) and Watson characterization factor (K) have been suggested. This new model shows good results data fitness with an average absolute error (AAE) of 0.16% for 173 data points.