In this work, an optimization model that considers thermal and hydraulic in
teractions is developed for a cooling water system. It is a closed loop con
sisting of a cooling tower unit, circulation pump, blower and heat exchange
r-pipe network. Aside from process disturbances, climatic fluctuations are
considered. Model constraints include relations concerning tower performanc
e, air flowrate requirement, make-up flowrate, circulating pump performance
, heat load in each cooler, pressure drop constraints and climatic conditio
ns. The objective function is operating cost minimization. Optimization var
iables are air flowrate, forced water withdrawal upstream the tower, and va
lve adjustment in each branch. It is found that the most significant operat
ing cost is related to electricity. However, for cooled water temperatures
lower than a specific target, there must be a forced withdrawal of circulat
ing water and further makeup to enhance the cooling tower capacity. Additio
nally, the system is optimized along the months. The results corroborate th
e fact that the most important variable on cooling tower performance is not
the air temperature itself but its humidity.