Help needed: Squeaky engine on the turns

I received the Pennsylvania Flyer O Guage train set as a gift and after setting it up found that the engine would squeak going around turns. Fine on straights, but every turn came with a squeak.

What would be the best fix for this issue? I'd like to let the train run for extended periods, but that squeak is too much. Thanks in advance.