I don’t why when I turn on the power amp first then I hear the buzzing noise from speakers it was not loud but you can hear if your ears very closed next to speakers then I turn on the preamp next, the noise go away but you still can hear the buzzing just very little.!!!!.
A power amp should always be the last component to be turned on, and the first component to be turned off. It is not surprising that there is noise when the power amp is on but is connected to an unpowered preamp.
From your description it sounds like the noise level when everything is turned on is so slight that it might not be a problem at all, and might even be normal for the particular combination of components. But if not it could be caused by a lot of things. Including the possibilities the others have cited, as well as radiated interference between components or cables or the power conditioner simply resulting from them being too close together.
If you feel that the noise level that is present when everything is turned on is not normal, and if the power conditioner is located close to any of the other components, that is what I would focus on first. Either move the conditioner further away, or for experimental purposes try disconnecting it from the system and the AC altogether.
And if the power amp is located close to any of the other components, also try relocating it further away.
And regarding the possibility of a ground loop issue, for experimental purposes try temporarily putting a cheater plug (a 3-prong to 2-prong adapter, with the safety ground pin unconnected) on the AC plug of the preamp.
Let us know the results. Regards,
-- Al