Hard drive disconnecting

I have a 2TB western digital drive that keeps disconnecting then reconnecting. my pc makes that ding noise to signify a device has been disconnected then another ding to siginfy a device has been connected. I have tried a new Sata cable and a new sata port on the motherboard both did not fix the issue so my next guess is that the drive is faulty. Is there a way to know for sure and possibly correct the error that is happening? or is it time to say goodbye to the drive and replace it.
 
I would back up your data and replace the disk. Data loss isn't worth it.
 
yeah I have tried another power cable. I am not sure of the issue as it has now stopped happening without me doing anything new to fix it.
 
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