Uncertainty analysis of reservoir sedimentation

Citation
Jd. Salas et Hs. Shin, Uncertainty analysis of reservoir sedimentation, J HYDR ENG, 125(4), 1999, pp. 339-350
Citations number
45
Categorie Soggetti
Civil Engineering
Journal title
JOURNAL OF HYDRAULIC ENGINEERING-ASCE
ISSN journal
07339429 → ACNP
Volume
125
Issue
4
Year of publication
1999
Pages
339 - 350
Database
ISI
SICI code
0733-9429(199904)125:4<339:UAORS>2.0.ZU;2-V
Abstract
Significant advances have been made in understanding the importance of the factors involved in reservoir sedimentation. However, predicting the accumu lation of sediment in a reservoir is still a complex problem. In estimating reservoir sedimentation and accumulation, a number of uncertainties arise. These are related to quantity of streamflow, sediment load, sediment parti cle size, and specific weight, trap efficiency, and reservoir operation. In this study, Monte Carlo simulation and Latin hypercube sampling are used t o quantify the uncertainty of annual reservoir sedimentation and accumulate d reservoir sedimentation through time. In addition, sensitivity analysis w as performed to examine the importance of various factors on the uncertaint y of annual reservoir sedimentation. The proposed procedures have been appl ied to the Kenny Reservoir at the White River Basin in Colorado. The uncert ainty of annual reservoir sedimentation and the effect of each uncertain fa tter, taken individually and in combinations, on the uncertainty of accumul ated reservoir sedimentation through time have been examined. The results s how that annual streamflow and sediment load are the most important factors determining the variability of annual reservoir sedimentation and accumula ted reservoir sedimentation. In the case of Kenny Reservoir, the uncertaint y expressed by the coefficient of variation can be on the order of 65% for annual reservoir sedimentation and 39% for accumulated reservoir sedimentat ion volume.