My first guess would be that it's a corrupt EPUB file. I've known issues like this myself when using 'dubious' EPUBs.
An easy way to test it is to remove your library and just keep one book on there, if it still drains try a different ebook. If it still loses its charge over two different ebooks then I'd lean towards suspecting the device itself.
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