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Recently, the Kessem–Tendaho project is completed to bring about\udsocioeconomic development and growth in the Awash River Basin, Ethiopia. To\udsupport reservoir Koka, two new reservoirs where built together with\udextensive infrastructure for new irrigation projects. For best possible\udsocioeconomic benefits under conflicting management goals, like energy\udproduction at three hydropower stations and basin wide water supply at\udvarious sites, an integrated reservoir system management is required. To\udsatisfy the multi-purpose nature of the reservoir system, multi-objective\udparameterization-simulation-optimization model is applied. Different\udPareto-optimal trade-off solutions between water supply and hydro-power\udgeneration are provided for two scenarios (i) recent conditions and\ud(ii) future planned increases for Tendaho and Upper Awash Irrigation\udprojects. Reservoir performance is further assessed under (i) rule curves\udwith a high degree of freedom – this allows for best performance, but may\udresult in rules curves to variable for real word operation and (ii) smooth\udrule curves, obtained by artificial neuronal networks. The results show no\udperformance penalty for smooth rule curves under future conditions but a\udnotable penalty under recent conditions

Towards an optimal integrated reservoir system management for the Awash River Basin, Ethiopia