In our model, the product market price is fixed. However, depending on the activity sector of the firms, the cost of the permits could be transferred differently to the downstream product prices. Then bidders could adopt different strategies in the auction according to the market structure. Furthermore, we do not introduce forward markets in our analysis. Further research will consider these issues.