Unit Commitment for Systems with Significant Wind Penetration
DEDenny, Eleanor
Abstract
The stochastic nature of wind alters the unit commitment and dispatch problem. By accounting for this uncertainty when scheduling the system, more robust schedules are produced, which should, on average, reduce expected costs. In this paper, the effects of stochastic wind and load on the unit commitment and dispatch of power systems with high levels of wind power are examined. By comparing the costs, planned operation and performance of the schedules produced, it is shown that stochastic optimization results in less costly, of the order of 0.25%, and better performing schedules than deterministic optimization. The impact of planning the system more frequently to account for updated wind and load forecasts is…
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Authors
1- DEDenny, EleanorCorresponding
University College Dublin
Topics & keywords
Topics
Keywords
- Power system simulation
- Wind power
- Electric power system
- Scheduling (production processes)
- Economic dispatch
- Stochastic optimization
- Computer science
- Operations research
UN Sustainable Development Goals
- Affordable and clean energy
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