This product represents silicon-coated graphite anodes used in lithium-ion batteries; this data set includes primary raw materials and energy used in the production process, but it does not cover infrastructure aspects such as equipment manufacturing for production and plant construction within its boundary; the data inventory is taken from literature; the silicon-coated graphite anode uses synthetic graphite as active material, carbon black as conductive additive, styrene-butadiene rubber (SBR) and carboxymethyl cellulose (CMC) as binders, with deionized water as the solvent, and it is prepared through processes such as mixing, silicon coating preparation, slurry preparation, adjusting slurry properties, and quality inspection.