The double-sided tape can be used pretty much for anything. Of course, there are limits in terms of the weight - and also depends on the surface of the objects. However, if you want to attach necessarily a 20 kg object, should engage more to the good old screws or adhesive industry after all.
In short, does what it is - therefore a clear recommendation from me.