This dataset is a market dataset representing the consumption market of the region. The dataset includes the transport of the product from the gate to the consumption end, and the transport service is calculated based on the transport situation of the product in the region. This process refers to the production activity of smelting 1 kg of silicomanganese by the submerged arc furnace process. Silicomanganese is an alloy composed of manganese, silicon, iron and small amounts of carbon and other elements, with the grade FeMn68Si18, mainly used as a deoxidizer and additive in steelmaking, machinery and casting industries to improve the quality of steel and castings. This dataset includes the input of raw and auxiliary materials such as manganese ore, silica and coke, the electricity consumption of the electric furnace and the water consumption; the output includes the product silicomanganese and the by-product electricity (the high-temperature flue gas generated in the smelting process converts thermal energy into electrical energy through a waste heat boiler and generator set, which is output as a by-product), the waste silicomanganese slag, desulfurization slag and dedusting ash which can be recycled to cement plants, as well as emissions to water and air. The data inventory is formed by merging multi-source data, and the data representativeness is optimized using industry standards such as the 'Cleaner Production Standard - Iron and Steel Industry (Ferroalloy)' and the '3140 Ferroalloy Industry Coefficient Handbook'.