Expansion planning under uncertainty for hydrothermal systems with variable resources

Benjamin Maluenda, Matias Negrete-Pincetic, Daniel E. Olivares, Álvaro Lorca

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

The significant integration of variable energy resources in power systems requires the consideration of greater operational details in capacity expansion planning processes. In hydrothermal systems, this motivates a more thorough assessment of the flexibility that hydroelectric reservoirs may provide to cope with variability. This work proposes a stochastic programming model for capacity expansion planning that considers representative days with hourly resolution and uncertainty in yearly water inflows. This allows capturing high resolution operational details, such as load and renewable profile chronologies, ramping constraints, and optimal reservoir management. In addition, long-term scenarios in the multi-year scale are included to obtain investment plans that yield reliable operations under extreme conditions, such as water inflow reduction due to climate change. The Progressive Hedging Algorithm is applied to decompose the problem on a long-term scenario basis. Computational experiments on an actual power system show that the use of representative days significantly outperforms traditional load blocks to assess the flexibility that reservoir hydroelectric plants provide to the system, enabling an economic and reliable integration of variable resources. The results also illustrate the impacts of considering extreme long-term scenarios in the obtained investment plans.

Original languageEnglish
Pages (from-to)644-651
Number of pages8
JournalInternational Journal of Electrical Power and Energy Systems
Volume103
DOIs
StatePublished - Dec 2018
Externally publishedYes

Keywords

  • Hydrothermal power systems
  • Long-term uncertainty
  • Power system expansion planning
  • Progressive hedging algorithm
  • Stochastic programming

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