학술논문

Optimal Dispatch of Pumped Storage Hydro Cascade Under Uncertainty
Document Type
Conference
Source
2018 UKACC 12th International Conference on Control (CONTROL) Control (CONTROL), 2018 UKACC 12th International Conference on. :187-192 Sep, 2018
Subject
Aerospace
Bioengineering
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Power systems
Optimization
Power generation
Reservoirs
Uncertainty
Tools
Robust optimization
Hydroelectric system
Pumped storage hydro cascade
Optimal Dispatch Scheme
Language
Abstract
In this paper, we propose an optimal dispatch scheme for a pumped storage hydro cascade that maximizes the energy per cubic meter of water in the system taking into account uncertainty in the net load variations. To this end, we introduce a model to describe the behaviour of a pumped storage hydro cascade and formulate its optimal dispatch. We then incorporate forecast scenarios in the optimal dispatch, and define a robust variant of the developed system. The resulting optimization problem is intractable due to the infinite number of constraints. Using tools from robust optimization, we reformulate the resulting problem in a tractable form that is amenable to existing numerical tools and show that the computed dispatch is immunised against uncertainty. The efficacy of the proposed approach is demonstrated by means of a realistic case study based on the Seven Forks system located in Kenya.