It is completely feasable and safe, so long as you make sure you have a large enough sized conductor extension cord. It is a function of anticipated current draw, and length of the extension cord. As the current draw or the length of the cord increase you need larger and larger conductors as you drop more voltage over longer runs of cord. There are several calculators out there to help you determine the correct gauge cord.
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