Membership Price Increase/Auto Renewal

We have just been informed that our Membership prices are going to increase on the 30th August. With that in mind we were looking at Auto Renewals and specifically Direct Debits. It looks as if the Auto Renewal re-takes the contribution amount so in our case the old price. Is there a way to override this and increase the price? Has this happened to anyone else? Any Tips?