I picked up a top tip from some gardening guru, who advised plopping in a tennis ball into a water but that has a lid on it. some also put a suitable piece of timber in.
If the tub should freeze the ice crushes the wood or tennis ball and hopefully saving the tub.
It did work for me last winter.