The market supply and demand relationship has not fundamentally changed; it can only be described as improving. It is expected that with the steady increase in operational capacity in the future, the execution of long-term contracts will improve compared to earlier periods. However, as the heating season begins, frequent control measures due to heavy pollution and the arrival of snowfall will likely create a seller’s market in the limited alumina spot market, favoring higher-priced transactions.