Brushed aluminum refinishing

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The brushed aluminum heat sheilds on my motorcycle have received some light scratches and I would like to refinish the parts. Any ideas to restore the brushed look and have a more durable surface?
thanks

W G Matheson
hobbyist - Embro, Ontario, Canada