Thanks guys...much appreciated.
I will be going to Artis ealier in May - different trip, just to Amsterdam.
Sounds like Amersfoort will be perfect for this trip. I'll aim to get to Utrecht early...drop off bags and then get train and probably walk to zoo. Meeting next day in Bilthoven.