How to find similarity of two series over time containing periodic trends?
Maybe it is a huge oversimplification, but you can try: What if you do just arithmetic difference between the two signals (or divide one signal to another one) and look at the result?

I would expect that you will have spikes where signals become very different and you can make a threshold to find where they are on time.