We consider a manufacturing job shop with automated guided vehicles. Such a
system is characterized by several complex features such as the random pat
tern of material flows between machines, the limited capacity of machine bu
ffers, shop deadlock phenomena, Boating bottlenecks, etc. We will describe
a heuristic procedure for the control of materials flows and automated guid
ed vehicles in such a system. The procedure is based on the idea of workloa
d balancing; it tries to balance the workload among machines as well as the
workload between the machines and the transporters. A deadlock prevention
algorithm is embedded in the procedure. We then present the results of simu
lation experiments to evaluate the performance of the proposed procedure.