No, not normal at all. Was the battery hot? They don't charge when over a certain temp. Or it could just be a bad battery; It does happen. Either way a blinking red light on a charger generally means there is a fault that is causing a failure to charge.
73
Alvin KN6ZVI
KN6ZVI <<Al McManus>>