This document summarizes a study on optimizing the design of roller conveyor chain link plates using a topological approach. Roller conveyor chains are widely used in industries like sugar mills, paper mills, and fertilizer plants. However, chain failures are a persistent problem that causes economic losses. The objectives of this study are to analyze stresses on chain links, perform finite element analysis to determine an optimal link plate shape, experimentally test the optimized design, and compare results. A literature review found that while some work has improved chain efficiency and performance, little research has focused on minimizing failures by improving materials processing and heat treatment of link plates.