Time series are known to mix very slowly in JAGS. The rather new STAN system of Gelman and colleagues appears to be better suited, see this post:

https://groups.google.com/forum/#!msg/stan-users/izESdGw2Vhw/mTwzUal9e0MJ

Thanks for the link, I will check it out