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There is plenty of information available online which should help you plan your visit to Perth. The City of Perth governmental website explains how parking works. Since you are not a resident you will have to look for street or underground parking. Luckily for you there is a dedicated website showing different parking spaces and availabilities:
If all else fails, the Parkopedia page on Perth should help you find the right spot.