I feel this. I don't reach the same level of drain after playing compared to work. However, it's such a fun way to use my brain in a similar way, I can be hard to put it down.
I also find it rewarding after getting robotics and memorizing recipes. Which allows me to focus more on designing (I suck so bad at it but it's fun).
After a good few hundred hours I moved on to krastorio2 + space exploration. It's so much more complex.
Oh and multiplayer is a great addition allowing me to asynchronously play with some friends /colleagues.