Experiences in using computer-simulated experiments and response surfa
ce methodology to optimize the sampling of fuel peat are reported. Aft
er the development of the simulation scheme to assess the quality of t
he sampling scheme, the study started with a screening design, evolved
through more complicated designs and ended with a model describing th
e sampling process. The model is suitable for optimizing the sampling
from both the economic and precision aspects.