Pakistan's dependence on coal as a primary energy source necessitates precise evaluation of its quality. Accurate assessment ensures efficient combustion and minimizes environmental impact. This involves a range of specialized tools, critical for analyzing various characteristics such as moisture content, volatile matter, ash composition, and calor