Noisy Rattling Pipes

Everytime we turn on the taps in the sink or the bathtub on the top floor of our townhouse, there is this loud banging/rattling noise which disrupts the flow of water coming out of the tap.
The water stutters as it comes out of the tap, usually when we turn on the water quickly. This happens for both the hot and cold taps.
And it's only on the top floor of our 3 storey house.
Any suggestions?
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Bert Han wrote:

Just a guess, but I would suggest a pressure regulator and poorly supported/secured pipes.
--
Joseph E. Meehan

26 + 6 = 1 It's Irish Math
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