Can't be passivized for this reason: there is no direct object in the sentence, and, for this reason, there is no indirect object either. Why do we need them? Because in the corresponding passive sentence they become the subject.
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AnonymousIt is time to pull down the shuttersIt is time for the shutters to be pulled down.
AnonymousIt is time to pull down the shuttersHere is another possibility: