@ayc868 A transformer theoretically reproduces in the output all the noise in the input. In practice, not quite but I don't recommend a transformer as a power conditioner.
Hopefully your $6000 power conditioner is a rectifier/inverter and doesn't try to "filter" the noise out.
Jerry