depends on the model, what model number are they?
if you are using the raid specific wd drives, the wd5000ys series, check to make sure that the firmware version is the latest. an earlier firmware version occasionally had problems dropping out of raid arrays due to it's TLER feature causing the controler to think the hd had been disconnected. the latest firmware fixes the issue.
Valis