You most likely are experiencing symptoms of Osgood-Schlatter. It happens when you are physically active and in a growth spurt. Sorry to say, there is not really anything to do about it other than accept the fact that it exists.
Normal sports therapy (ice, compression, etc) can help a bit, but you pretty much are stuck with it for a while.
On the bright side, it means you are getting taller.