Unit commitment constraints in long-term planning models: Relevance, pitfalls and the role of assumptions on flexibility

Kris Poncelet, Erik Delarue and D’haeseleer, William

Applied Energy, 2020, vol. 258, issue C

Abstract: In the context of an increasing penetration of intermittent renewable energy sources, the impact of neglecting unit commitment constraints in generation expansion planning models has been widely assessed and demonstrated in the literature. However, the focus is often on thermal generators being the only source of flexibility, and the sensitivity to certain assumptions (e.g., system requirements and technical characteristics) has not been investigated. This paper contributes to the existing literature by revisiting the relevance of considering unit commitment constraints in generation expansion planning models for varying assumptions regarding both the available flexibility and the need for operating reserve requirements. The results indicate that if storage technologies are considered, integrating technical constraints has only a minor impact on both overall cost projections and most investments, with the exception of investments in storage technologies themselves. Furthermore, the investments in storage technologies are shown to be highly sensitive to the assumptions made regarding the assumed flexibility of thermal generators and the future need for operating reserves. These sensitivities are shown to be of an order of magnitude higher or of an equal order of magnitude compared to the impact of integrating technical constraints with continuous rather than integer commitment variables.

Keywords: Generation expansion planning; Long-term planning models; Energy-system optimization models; Unit commitment; Power system modeling; Wind energy integration (search for similar items in EconPapers)
Date: 2020
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Citations: View citations in EconPapers (30)

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DOI: 10.1016/j.apenergy.2019.113843

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