Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems

Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems

An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System

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The main objective of reservoir operation planning is to determine the amount of water released from a reservoir and the amount of energy traded in each time step to make the best use of available resources. This is done by evaluating the trade-off between the immediate and the future profit of power generation while meeting a set of constraints such as the continuity equations, transmission limits, generation and reservoir limits, flood control limits and load resource balance. Another important issue in these problems is uncertainty coming from spatial and temporal variability, inherent natu...