The carbon emissions of monocrystalline silicon PV modules mainly include the emissions of direct consumption of electricity, steam, natural gas, and other energy during the manufacturing process; the direct emissions of cleaned coal, natural gas as a reducing agent, and firewood as a loosening agent as auxiliary materials during the …