Sand separator buzzing

New to me house. Every so often this sandmaster sand separator will start buzzing. I can unplug and plug it right back in to stop the buzzing, but a few days or weeks later, it’ll come back.

Any idea why this is buzzing? Looking into a replacement, but can’t currently afford it, as they’re really expensive.