PC stuck at boot screen

[danyjr]

Not always but most times I get my PC get stuck at the screen below:

Spoiler

What is going on? Faulty hard drive(s)?!

 

[danyjr]

So you think this is a faulty hard drive?

I very much doubt that because the PC boots up perfectly after hibernation. It is only after I shut down that the above issue might occur.
PS: System spec is 2 hard drives (plus a faulty DVD drive)

 

[danyjr]

Just so you know, I unplugged the faulty DVD drive and everything works fine now.
Thank for your assistance