This thesis describes the curve fitting algorithm that the Portable Wear Metal Analyzer used for calculating concentrations in ppm and compares this with some alternative algorithms. Each algorithm considered fits a curve to the three standards used, which were $20\%,;50\%,;and;100\%$ of the full scale for all nine wear metals. APL was used for all programs.