Andrew Lost #17 In the Desert by J. C. Greenburg

Andrew invented a machine to shrink garbage.  Instead it shrank him and his cousin Judy plus a robot, Thudd.  The threesome experience many scary adventures all the while learning about science and the amazing world!
Lots of titles in the series.