My MiniMagic will run maybe 30-60 min and then switch off. I am using a rechargeable battery pack to power it. Is there any way to keep it on all the time until manually turned off?

Battery banks need a small current to keep on. This amount of current varies from battery bank to bank. It would appear that your battery bank is not very sensitive in detecting current.