Books app

I want my books to stay downloaded on my Ipad (and not being downloaded from Icloud each time I open them). So I click on the three dots near each file and select "download". And the cloud icon disappears. But after one/two days the file is automatically deleted, the cloud icon re-appears again and each time I open the file it needs to be downloaded again. How to avoid all this?