A Chebyshev criterion is used to develop robust direct regulation wate
r-quality management models. The reserve capacity of the stream, in te
rms of the excess capacities above the water-quality goal at the most
critical water-quality checkpoints, is used as a measure of robustness
of the management solutions to uncertainties in the water-quality inp
ut information. The models maximize the minimum reserve capacity along
the river. They are applied to the control of biochemical oxygen-dema
nding waste in an example river basin based on the Willamette River in
Oregon. The addition of a robustness measure in the model formulation
gives additional insight into the management system. Although the mat
hematical formulation of the application is simple, the results provid
e important information for decision makers, such as identifying pollu
ters with high waste-treatment cost per unit dissolved oxygen improvem
ent at the critical stream locations. Such information is often useful
for screening alternative options and making sophisticated water-qual
ity policy and management decisions, based on detailed dynamic water-q
uality simulation.