It is predicted the PV capability will more than quadruple from 150 GW in 2021 to 650 GW by 2030 [87]. The rising demand for solar cells places significant stress about the silicon feedstock and ingot brands. For that reason, producers are necessary to scale up the diameter on the ingots to fulfill