4.8 Article

Impact of operational details and temporal representations on investment planning in energy systems dominated by wind and solar

期刊

APPLIED ENERGY
卷 290, 期 -, 页码 -

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.apenergy.2021.116712

关键词

Energy system optimization; Operational constraints; Power system planning; Representative periods; Time series reduction; Unit commitment; Variable renewable energy

资金

  1. Jenny and Antti Wihuri Foundation
  2. Strategic Research Council at the Academy of Finland [314319]
  3. European Union [774629, 864276]
  4. H2020 Societal Challenges Programme [774629] Funding Source: H2020 Societal Challenges Programme
  5. Academy of Finland (AKA) [314319, 314319] Funding Source: Academy of Finland (AKA)

向作者/读者索取更多资源

The study highlights the importance of selecting appropriate representations for different energy systems to improve planning accuracy, recommending testing multiple temporal and technical approaches to ensure feasibility and enhance planning results.
Planning of future energy systems with higher prevalence of wind and solar energy requires a careful representation of the temporal and operational characteristics of the system in the investment planning model. This study aims to identify the aspects that should be considered when selecting the representation for a particular system. To demonstrate the impacts that various model representations have in terms of model accuracy and computational effort, we carry out case studies on two test systems implemented within the Backbone energy systems modelling framework. The results show that the temporal and operational representations have different benefits and weaknesses in different system types. The findings provide general guidelines on the relative importance of different model details, depending on the characteristics of the system under study. For example, some temporal sampling strategies can better capture long-term storage needs, while others are more suitable for short-term storage modelling. Likewise, solar-dominated and wind-dominated systems differ in their methodological requirements. Furthermore, the interactions between energy sectors and the operational limits of the technologies for sector coupling should be correctly captured, as they significantly impact on the value of different technologies and their flexibility. Finally, we recommend testing several temporal and technical representations for each particular system in order to ensure the feasibility of the selected method for that purpose. The findings and recommendations inform energy system modellers about improvements that will facilitate higher quality planning results.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据