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Temporal and spatial tradeoffs in power system modeling with assumptions about storage: An application of the POWER model

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  • Frew, Bethany A.
  • Jacobson, Mark Z.

Abstract

As the number and complexity of power system planning models grows, understanding the impact of modeling choices on accuracy and computational requirements becomes increasingly important. This study examines empirically various temporal and spatial tradeoffs using the POWER planning model for scenarios of a highly renewable US system. First, the common temporal simplification of using a representative subset of hours from a full year of available hours is justified using a reduced form model. Accuracy losses are generally ≤6%, but storage is sensitive to the associated model modifications, highlighting the need for proper storage balancing constraints. Cost tradeoffs of various temporal and spatial adjustments are then quantified: four temporal resolutions (1- to 8-h-average time blocks); various representative day subset sizes (1 week–6 months); two spatial resolutions of site-by-site versus uniform fractional buildout across all solar and wind sites; and multiple spatial extents, ranging from California to the contiguous US. Most tradeoffs yield <15% cost differences, with the effect of geographic aggregation across increasing spatial extents producing the largest cost reduction of 14% and 42% for the western and contiguous US, respectively. These results can help power system modelers determine the most appropriate temporal and spatial treatment for their application.

Suggested Citation

  • Frew, Bethany A. & Jacobson, Mark Z., 2016. "Temporal and spatial tradeoffs in power system modeling with assumptions about storage: An application of the POWER model," Energy, Elsevier, vol. 117(P1), pages 198-213.
  • Handle: RePEc:eee:energy:v:117:y:2016:i:p1:p:198-213
    DOI: 10.1016/j.energy.2016.10.074
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    References listed on IDEAS

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    1. Connolly, D. & Lund, H. & Mathiesen, B.V., 2016. "Smart Energy Europe: The technical and economic impact of one potential 100% renewable energy scenario for the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1634-1653.
    2. Shawhan, Daniel L. & Taber, John T. & Shi, Di & Zimmerman, Ray D. & Yan, Jubo & Marquet, Charles M. & Qi, Yingying & Mao, Biao & Schuler, Richard E. & Schulze, William D. & Tylavsky, Daniel, 2014. "Does a detailed model of the electricity grid matter? Estimating the impacts of the Regional Greenhouse Gas Initiative," Resource and Energy Economics, Elsevier, vol. 36(1), pages 191-207.
    3. Frew, Bethany A. & Becker, Sarah & Dvorak, Michael J. & Andresen, Gorm B. & Jacobson, Mark Z., 2016. "Flexibility mechanisms and pathways to a highly renewable US electricity future," Energy, Elsevier, vol. 101(C), pages 65-78.
    4. Corcoran, Bethany A. & Jenkins, Nick & Jacobson, Mark Z., 2012. "Effects of aggregating electric load in the United States," Energy Policy, Elsevier, vol. 46(C), pages 399-416.
    5. Merrick, James H., 2016. "On representation of temporal variability in electricity capacity planning models," Energy Economics, Elsevier, vol. 59(C), pages 261-274.
    6. Nelson, James & Johnston, Josiah & Mileva, Ana & Fripp, Matthias & Hoffman, Ian & Petros-Good, Autumn & Blanco, Christian & Kammen, Daniel M., 2012. "High-resolution modeling of the western North American power system demonstrates low-cost and low-carbon futures," Energy Policy, Elsevier, vol. 43(C), pages 436-447.
    7. Geoffrey J. Blanford, James H. Merrick, and David Young, 2014. "A Clean Energy Standard Analysis with the US-REGEN Model," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    8. DeCarolis, Joseph F. & Keith, David W., 2006. "The economics of large-scale wind power in a carbon constrained world," Energy Policy, Elsevier, vol. 34(4), pages 395-410, March.
    9. Schaber, Katrin & Steinke, Florian & Mühlich, Pascal & Hamacher, Thomas, 2012. "Parametric study of variable renewable energy integration in Europe: Advantages and costs of transmission grid extensions," Energy Policy, Elsevier, vol. 42(C), pages 498-508.
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    Cited by:

    1. Zhao, Zhen-Yu & Yang, Hui-Jia & Zuo, Jian, 2017. "Evolution of international trade for photovoltaic cells: A spatial structure study," Energy, Elsevier, vol. 124(C), pages 435-446.
    2. repec:eee:energy:v:152:y:2018:i:c:p:914-924 is not listed on IDEAS
    3. repec:eee:eneeco:v:64:y:2017:i:c:p:363-372 is not listed on IDEAS

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