Hi,
Does the tablet work OK when the charger is connected all the time?
If so maybe the battery is failing to maintain the load when its charge reaches 45%.
Try replacing the battery and check if that resolves the problem.
Here’s the iFixit [guide|108362] guide that will help.
Replacement batteries are available online. Just search for ''EB-BT585ABA'' to find suppliers that suit you best