This work presents the development of a multi-scale electrical conductivity simulator with the effect of Joule heating to investigate the generation of heat and change in electrical conductivity in polycrystalline SiO2. Electrical conductivity estimation is based on our original tight-binding quantum chemical molecular dynamics program “Colors” combined with the Monte Carlo algorithm.