Yeah, I meant a power conditioner. My Belkin PureAV power console has an AC trigger. But, it sounds like you don't have anything like that.
There are a number of remote control power outlets, such as this
set of three for $30. I'm just trying to find one that would work with your remote, which is IR. I'm also wondering if you could use the "Control" output on the back panel of the 1019 to trigger the fans.