Manufacturers must be able to develop new products within a specified time
period. This paper discusses a method for developing high performance produ
cts from a limited number of experiments, utilizing the concept of "functio
n error". Unlike conventional methods where the sequence of design, prototy
ping and experiment must be repeated several times, the proposed method can
determine optimal design values directly from experimental data obtained f
rom the first prototype. The theoretical basis of the method is presented,
then its effectiveness proven by applying it to design an extrusion machine
and a CNC lathe.