I used the Wed Utility. Simply right clicked the drives and Marked Online. Warned me about data corruption and I clicked Yes to proceed.
After a month of trying to get a solution for this, I finally Initialised the VD and Formatted it. I then ran software called GetDataBack and miraculously, it recovered 99% of my data. So I'm busy copying the recovered data that to a new RAID configuration on my PC.