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Hard-coupling water and power system models increases the complementarity of renewable energy sources

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  • Koh, Rachel
  • Kern, Jordan
  • Galelli, Stefano

Abstract

The soft (one-way) coupling of water and power system models is the dominant approach for studying the impact of water availability on grid performance. Yet, such approach does not explicitly capture key dynamic interdependencies between the state of the grid and the operational decisions made at the water system level. Here, we address this gap and introduce a novel numerical modelling framework that hard-couples a multi-reservoir system model and a power system model. The framework captures two-way feedback mechanisms and thereby enables operational decisions to be made contingent upon the states of both the water and energy system. We evaluate the framework on a real-world case study based on the Cambodian grid. In light of the country’s plan to further decarbonize its grid, we tested the framework on three grid configurations—the as-is grid, and the grid with two different levels of installed solar capacity. Simulation experiments were run with and without feedback, while uncertainty in external forcings was explored through 1,000 stochastic time series of streamflow, solar production, and load. As demonstrated in our results, hard-coupling the water and energy systems reduces operating costs and CO2 emissions while increasing the integration of renewables. Under favourable conditions (large reservoir inflow and low electricity demand), the system experienced a 44% saving in annual operating costs and 53% reduction of CO2 emissions. A spatio-temporal analysis on the reservoir operations and transmission line usage reveals that the timing of the monsoon and interconnections between individual grid components also play significant roles in influencing the system’s responses to the hard coupling. Overall, simulation frameworks like this provide a modelling framework for testing management and planning solutions aimed to improve the performance of water-energy systems.

Suggested Citation

  • Koh, Rachel & Kern, Jordan & Galelli, Stefano, 2022. "Hard-coupling water and power system models increases the complementarity of renewable energy sources," Applied Energy, Elsevier, vol. 321(C).
  • Handle: RePEc:eee:appene:v:321:y:2022:i:c:s0306261922007255
    DOI: 10.1016/j.apenergy.2022.119386
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    as
    1. François, B. & Borga, M. & Creutin, J.D. & Hingray, B. & Raynaud, D. & Sauterleute, J.F., 2016. "Complementarity between solar and hydro power: Sensitivity study to climate characteristics in Northern-Italy," Renewable Energy, Elsevier, vol. 86(C), pages 543-553.
    2. Mark Howells & Sebastian Hermann & Manuel Welsch & Morgan Bazilian & Rebecka Segerström & Thomas Alfstad & Dolf Gielen & Holger Rogner & Guenther Fischer & Harrij van Velthuizen & David Wiberg & Charl, 2013. "Integrated analysis of climate change, land-use, energy and water strategies," Nature Climate Change, Nature, vol. 3(7), pages 621-626, July.
    3. Rehman, Shafiqur & Al-Hadhrami, Luai M. & Alam, Md. Mahbub, 2015. "Pumped hydro energy storage system: A technological review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 586-598.
    4. Torben M. Andersen & Giuseppe Bertola & Clemens Fuest & Cecilia Garcia-Peñalosa & Harold James & Jan-Egbert Sturm, 2022. "Chapter 1: Macroeconomic Conditions and Outlook," EEAG Report on the European Economy, CESifo, vol. 0, pages 9-29, March.
    5. Torabi Haghighi, Ali & Ashraf, Faisal Bin & Riml, Joakim & Koskela, Jarkko & Kløve, Bjørn & Marttila, Hannu, 2019. "A power market-based operation support model for sub-daily hydropower regulation practices," Applied Energy, Elsevier, vol. 255(C).
    6. Su, Yufei & Kern, Jordan D. & Reed, Patrick M. & Characklis, Gregory W., 2020. "Compound hydrometeorological extremes across multiple timescales drive volatility in California electricity market prices and emissions," Applied Energy, Elsevier, vol. 276(C).
    7. Ibanez, Eduardo & Magee, Timothy & Clement, Mitch & Brinkman, Gregory & Milligan, Michael & Zagona, Edith, 2014. "Enhancing hydropower modeling in variable generation integration studies," Energy, Elsevier, vol. 74(C), pages 518-528.
    8. Moral-Carcedo, Julian & Vicens-Otero, Jose, 2005. "Modelling the non-linear response of Spanish electricity demand to temperature variations," Energy Economics, Elsevier, vol. 27(3), pages 477-494, May.
    9. Zhang, Yi & Cheng, Chuntian & Cai, Huaxiang & Jin, Xiaoyu & Jia, Zebin & Wu, Xinyu & Su, Huaying & Yang, Tiantian, 2022. "Long-term stochastic model predictive control and efficiency assessment for hydro-wind-solar renewable energy supply system," Applied Energy, Elsevier, vol. 316(C).
    10. Khan, Zarrar & Linares, Pedro & García-González, Javier, 2017. "Integrating water and energy models for policy driven applications. A review of contemporary work and recommendations for future developments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1123-1138.
    11. Apadula, Francesco & Bassini, Alessandra & Elli, Alberto & Scapin, Simone, 2012. "Relationships between meteorological variables and monthly electricity demand," Applied Energy, Elsevier, vol. 98(C), pages 346-356.
    12. Kais Siala & Afm Kamal Chowdhury & Thanh Duc Dang & Stefano Galelli, 2021. "Solar energy and regional coordination as a feasible alternative to large hydropower in Southeast Asia," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    13. Khan, Zarrar & Linares, Pedro & Rutten, Martine & Parkinson, Simon & Johnson, Nils & García-González, Javier, 2018. "Spatial and temporal synchronization of water and energy systems: Towards a single integrated optimization model for long-term resource planning," Applied Energy, Elsevier, vol. 210(C), pages 499-517.
    14. Voisin, N. & Kintner-Meyer, M. & Skaggs, R. & Nguyen, T. & Wu, D. & Dirks, J. & Xie, Y. & Hejazi, M., 2016. "Vulnerability of the US western electric grid to hydro-climatological conditions: How bad can it get?," Energy, Elsevier, vol. 115(P1), pages 1-12.
    15. Gonzalez, Jose M. & Tomlinson, James E. & Harou, Julien J. & Martínez Ceseña, Eduardo A. & Panteli, Mathaios & Bottacin-Busolin, Andrea & Hurford, Anthony & Olivares, Marcelo A. & Siddiqui, Afzal & Er, 2020. "Spatial and sectoral benefit distribution in water-energy system design," Applied Energy, Elsevier, vol. 269(C).
    16. Gebretsadik, Yohannes & Fant, Charles & Strzepek, Kenneth & Arndt, Channing, 2016. "Optimized reservoir operation model of regional wind and hydro power integration case study: Zambezi basin and South Africa," Applied Energy, Elsevier, vol. 161(C), pages 574-582.
    17. Kocaman, Ayse Selin & Modi, Vijay, 2017. "Value of pumped hydro storage in a hybrid energy generation and allocation system," Applied Energy, Elsevier, vol. 205(C), pages 1202-1215.
    18. -, 2019. "U.S. Economic Outlook: Quarterly developments," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 44652, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    19. Pfenninger, Stefan & Staffell, Iain, 2016. "Long-term patterns of European PV output using 30 years of validated hourly reanalysis and satellite data," Energy, Elsevier, vol. 114(C), pages 1251-1265.
    20. -, 2019. "U.S. Economic Outlook: Third Quarter 2019," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 45018, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    21. François, B. & Hingray, B. & Raynaud, D. & Borga, M. & Creutin, J.D., 2016. "Increasing climate-related-energy penetration by integrating run-of-the river hydropower to wind/solar mix," Renewable Energy, Elsevier, vol. 87(P1), pages 686-696.
    22. Ranjit Deshmukh & Amol Phadke & Duncan S. Callaway, 2021. "Least-cost targets and avoided fossil fuel capacity in India’s pursuit of renewable energy," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(13), pages 2008128118-, March.
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