“…On the other hand, various studies have been conducted to reduce the adverse effects of exhaust gas pollutants and improve engine performance, including exhaust modification (muffler), engine geometry, and fuel engineering [12]- [15]. Fuel engineering has become one of the solutions that can be taken by adding catalysts to CCO, and several previous studies have proven that CCO has excellent potential to be used as an alternative fuel when mixed with catalysts [6], [16]- [20]. In addition, previous studies also used various types of nanoparticle catalysts used, including: Rhodium [21], platinum [22], aluminium oxides, magnesium oxides [23], copper , iron , aluminium, cobalt, boron, silver, cerium oxide [24], graphene and graphene oxide [25], [26] have been recently used in biodiesel fuel blends.…”