Machinery
Incorrect : They are using new machineries.
Correct : The are using new machinery.
Note: In the singular sense you can say "a piece of machinery'. To express a plural sense you can say “two pieces of machinery'. Some nouns in English are always plural in form. They cannot be used in the singular. Look at the following examples
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