oa Civil Engineer in South Africa - Synthetic streamflow generation in the Vaal River System Study : technical paper
In the assessment of the reliability of a large water supply system made up of many reservoirs and links, it is important to be able to simulate the performance of the system to assess its characteristics and ask 'what if' questions, without waiting for history to unfold. An essential ingredient in the assessment of system reliability by simulation is a sound generator of artificial hydrological records. This paper describes the analysis, fitting, verification and validation of a model designed to produce correctly cross-correlated flow sequences at a large number of sites simultaneously in the Vaal River System Study. To check the performance of the model in producing generated streamflow sequences that mimic the historical flows, a set of verification and validation tests were used. This strategy shows that fitting probability models to highly skewed flow data needs to be done by robust methods that must be carefully assessed and demonstrates the absolute necessity of such checking. The variety of flow regimes encountered in the Vaal study, from semi-humid to arid, is large enough to suggest that the model is potentially reliable in a wider context within the subcontinent.
Article metrics loading...