Yes will do the job perfectly, but you will have a fight on your hands if you ever want to take it out again!!
I have bookshelf supports held on with this stuff, with 3 model cars 1/10 lecky ones plus controllers on it plus spares etc, radio papers other odds and sods!!
tabetha