Don't know if you will be able to based on price they say below:
The price of bitcoin mining machines must be adjusted frequently according to many factors, including BTC/USD exchange rate, the network difficulty, and expected difficulty increase. Refund requests based on price changes cannot be honored.
Also:
All sales are final. No refunds will be given. Defective machines can be repaired for free under the Bitmain warranty policy. After the warranty period, machines can be repaired for the cost of parts and labor.
Both are on the sales page: https://www.bitmaintech.com/productDetail.htm?pid=000201509290954354994vrQh8di06E6
So I would honestly be surprised if you got a refund. I think they will avoid refunds at all cost. If they allowed it everyone would want BTC back and re-order. But I could be wrong.