IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v168y2016icp473-481.html
   My bibliography  Save this article

Interactions of rooftop PV deployment with the capacity expansion of the bulk power system

Author

Listed:
  • Cole, Wesley
  • Lewis, Haley
  • Sigrin, Ben
  • Margolis, Robert

Abstract

Distribution-sited solar photovoltaics (PV) economics (including rooftop PV) have improved significantly during the past several years, spurring increased installations, with over 2.2GW installed in 2014 in the United States. This increased deployment is largely projected to continue and has prompted additional interest in the interactions of rooftop PV deployment with the greater electricity system. In this paper we focus on one piece of this interface, namely the interaction between rooftop PV deployment and the evolution of the bulk power system. We develop a novel linkage between NREL’s bulk power capacity expansion model (the Renewable Energy Deployment System [ReEDS] model) and NREL’s rooftop PV adoption model (the dSolar model). We use these linked models to gain insights into the interactions of rooftop PV deployment with the bulk power system. We explore two sets of scenarios. In the first set we examine how different levels of rooftop PV deployment impact the generation mix on the bulk power system. In the second set we examine how the generation mix of the bulk power system impacts the deployment of rooftop PV by applying grid-wide curtailment rates to rooftop PV systems. In these sets of scenarios, we find that rooftop PV generation and utility PV generation have a nearly 1:1 substitution effect. We also find that curtailment rate feedback can have dramatic impacts on rooftop PV adoption, though the range of impacts is strongly dependent on the generation mix of the bulk power system and the amount of total PV generation in the system. For example, scenarios with more natural gas generation tended to have lower curtailment rates and thus more rooftop PV deployment.

Suggested Citation

  • Cole, Wesley & Lewis, Haley & Sigrin, Ben & Margolis, Robert, 2016. "Interactions of rooftop PV deployment with the capacity expansion of the bulk power system," Applied Energy, Elsevier, vol. 168(C), pages 473-481.
  • Handle: RePEc:eee:appene:v:168:y:2016:i:c:p:473-481
    DOI: 10.1016/j.apenergy.2016.02.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261916301271
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2016.02.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mai, Trieu & Mulcahy, David & Hand, M. Maureen & Baldwin, Samuel F., 2014. "Envisioning a renewable electricity future for the United States," Energy, Elsevier, vol. 65(C), pages 374-386.
    2. Satchwell, Andrew & Mills, Andrew & Barbose, Galen, 2015. "Quantifying the financial impacts of net-metered PV on utilities and ratepayers," Energy Policy, Elsevier, vol. 80(C), pages 133-144.
    3. Arent, Doug & Pless, Jacquelyn & Mai, Trieu & Wiser, Ryan & Hand, Maureen & Baldwin, Sam & Heath, Garvin & Macknick, Jordan & Bazilian, Morgan & Schlosser, Adam & Denholm, Paul, 2014. "Implications of high renewable electricity penetration in the U.S. for water use, greenhouse gas emissions, land-use, and materials supply," Applied Energy, Elsevier, vol. 123(C), pages 368-377.
    4. Brouwer, Anne Sjoerd & van den Broek, Machteld & Zappa, William & Turkenburg, Wim C. & Faaij, André, 2016. "Least-cost options for integrating intermittent renewables in low-carbon power systems," Applied Energy, Elsevier, vol. 161(C), pages 48-74.
    5. Satchwell, Andrew & Mills, Andrew & Barbose, Galen, 2015. "Regulatory and ratemaking approaches to mitigate financial impacts of net-metered PV on utilities and ratepayers," Energy Policy, Elsevier, vol. 85(C), pages 115-125.
    6. Arnette, Andrew N., 2013. "Integrating rooftop solar into a multi-source energy planning optimization model," Applied Energy, Elsevier, vol. 111(C), pages 456-467.
    7. Logan, Jeffrey & Lopez, Anthony & Mai, Trieu & Davidson, Carolyn & Bazilian, Morgan & Arent, Douglas, 2013. "Natural gas scenarios in the U.S. power sector," Energy Economics, Elsevier, vol. 40(C), pages 183-195.
    8. James McFarland & Yuyu Zhou & Leon Clarke & Patrick Sullivan & Jesse Colman & Wendy Jaglom & Michelle Colley & Pralit Patel & Jiyon Eom & Son Kim & G. Kyle & Peter Schultz & Boddu Venkatesh & Juanita , 2015. "Erratum to: Impacts of rising air temperatures and emissions mitigation on electricity demand and supply in the United States: a multi-model comparison," Climatic Change, Springer, vol. 132(4), pages 739-739, October.
    9. Becker, Sarah & Frew, Bethany A. & Andresen, Gorm B. & Zeyer, Timo & Schramm, Stefan & Greiner, Martin & Jacobson, Mark Z., 2014. "Features of a fully renewable US electricity system: Optimized mixes of wind and solar PV and transmission grid extensions," Energy, Elsevier, vol. 72(C), pages 443-458.
    10. Lund, Peter D. & Lindgren, Juuso & Mikkola, Jani & Salpakari, Jyri, 2015. "Review of energy system flexibility measures to enable high levels of variable renewable electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 785-807.
    11. James McFarland & Yuyu Zhou & Leon Clarke & Patrick Sullivan & Jesse Colman & Wendy Jaglom & Michelle Colley & Pralit Patel & Jiyon Eom & Son Kim & G. Kyle & Peter Schultz & Boddu Venkatesh & Juanita , 2015. "Impacts of rising air temperatures and emissions mitigation on electricity demand and supply in the United States: a multi-model comparison," Climatic Change, Springer, vol. 131(1), pages 111-125, July.
    12. Dowds, Jonathan & Hines, Paul & Ryan, Todd & Buchanan, William & Kirby, Elizabeth & Apt, Jay & Jaramillo, Paulina, 2015. "A review of large-scale wind integration studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 768-794.
    13. Ondeck, Abigail D. & Edgar, Thomas F. & Baldea, Michael, 2015. "Optimal operation of a residential district-level combined photovoltaic/natural gas power and cooling system," Applied Energy, Elsevier, vol. 156(C), pages 593-606.
    14. Cochran, Jaquelin & Mai, Trieu & Bazilian, Morgan, 2014. "Meta-analysis of high penetration renewable energy scenarios," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 246-253.
    15. Richter, Mario, 2013. "German utilities and distributed PV: How to overcome barriers to business model innovation," Renewable Energy, Elsevier, vol. 55(C), pages 456-466.
    16. Denholm, Paul & Margolis, Robert M., 2007. "Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems," Energy Policy, Elsevier, vol. 35(5), pages 2852-2861, May.
    17. David D. Hsu & Patrick O’Donoughue & Vasilis Fthenakis & Garvin A. Heath & Hyung Chul Kim & Pamala Sawyer & Jun‐Ki Choi & Damon E. Turney, 2012. "Life Cycle Greenhouse Gas Emissions of Crystalline Silicon Photovoltaic Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 122-135, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wilkinson, Sam & Maticka, Martin J. & Liu, Yue & John, Michele, 2021. "The duck curve in a drying pond: The impact of rooftop PV on the Western Australian electricity market transition," Utilities Policy, Elsevier, vol. 71(C).
    2. Buffat, René & Grassi, Stefano & Raubal, Martin, 2018. "A scalable method for estimating rooftop solar irradiation potential over large regions," Applied Energy, Elsevier, vol. 216(C), pages 389-401.
    3. Laws, Nicholas D. & Epps, Brenden P. & Peterson, Steven O. & Laser, Mark S. & Wanjiru, G. Kamau, 2017. "On the utility death spiral and the impact of utility rate structures on the adoption of residential solar photovoltaics and energy storage," Applied Energy, Elsevier, vol. 185(P1), pages 627-641.
    4. Lantz, Eric & Mai, Trieu & Wiser, Ryan H. & Krishnan, Venkat, 2016. "Long-term implications of sustained wind power growth in the United States: Direct electric system impacts and costs," Applied Energy, Elsevier, vol. 179(C), pages 832-846.
    5. Xu, Mei & Xie, Pu & Xie, Bai-Chen, 2020. "Study of China's optimal solar photovoltaic power development path to 2050," Resources Policy, Elsevier, vol. 65(C).
    6. Bistline, John & Blanford, Geoffrey & Mai, Trieu & Merrick, James, 2021. "Modeling variable renewable energy and storage in the power sector," Energy Policy, Elsevier, vol. 156(C).
    7. Lopez-Ruiz, Hector G. & Blazquez, Jorge & Vittorio, Michele, 2020. "Assessing residential solar rooftop potential in Saudi Arabia using nighttime satellite images: A study for the city of Riyadh," Energy Policy, Elsevier, vol. 140(C).
    8. Chaminda Bandara, W.G. & Godaliyadda, G.M.R.I. & Ekanayake, M.P.B. & Ekanayake, J.B., 2020. "Coordinated photovoltaic re-phasing: A novel method to maximize renewable energy integration in low voltage networks by mitigating network unbalances," Applied Energy, Elsevier, vol. 280(C).
    9. Kanyarusoke, Kant E. & Gryzagoridis, Jasson & Oliver, Graeme, 2016. "Re-mapping sub-Sahara Africa for equipment selection to photo electrify energy poor homes," Applied Energy, Elsevier, vol. 175(C), pages 240-250.
    10. Mai, Trieu & Cole, Wesley & Reimers, Andrew, 2019. "Setting cost targets for zero-emission electricity generation technologies," Applied Energy, Elsevier, vol. 250(C), pages 582-592.
    11. Hong, Taehoon & Lee, Minhyun & Koo, Choongwan & Jeong, Kwangbok & Kim, Jimin, 2017. "Development of a method for estimating the rooftop solar photovoltaic (PV) potential by analyzing the available rooftop area using Hillshade analysis," Applied Energy, Elsevier, vol. 194(C), pages 320-332.
    12. Dong, Changgui & Sigrin, Benjamin & Brinkman, Gregory, 2017. "Forecasting residential solar photovoltaic deployment in California," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 251-265.
    13. Zhang, Xiaodong & Patino-Echeverri, Dalia & Li, Mingquan & Wu, Libo, 2022. "A review of publicly available data sources for models to study renewables integration in China's power system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    14. Lee, Minhyun & Hong, Taehoon & Jeong, Kwangbok & Kim, Jimin, 2018. "A bottom-up approach for estimating the economic potential of the rooftop solar photovoltaic system considering the spatial and temporal diversity," Applied Energy, Elsevier, vol. 232(C), pages 640-656.
    15. Ramitha Dissanayake & Akila Wijethunge & Janaka Wijayakulasooriya & Janaka Ekanayake, 2022. "Optimizing PV-Hosting Capacity with the Integrated Employment of Dynamic Line Rating and Voltage Regulation," Energies, MDPI, vol. 15(22), pages 1-19, November.
    16. Pothitou, Mary & Hanna, Richard F. & Chalvatzis, Konstantinos J., 2016. "Environmental knowledge, pro-environmental behaviour and energy savings in households: An empirical study," Applied Energy, Elsevier, vol. 184(C), pages 1217-1229.
    17. Wang, Yu & He, Jijiang & Chen, Wenying, 2021. "Distributed solar photovoltaic development potential and a roadmap at the city level in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lantz, Eric & Mai, Trieu & Wiser, Ryan H. & Krishnan, Venkat, 2016. "Long-term implications of sustained wind power growth in the United States: Direct electric system impacts and costs," Applied Energy, Elsevier, vol. 179(C), pages 832-846.
    2. Solomon, A.A. & Bogdanov, Dmitrii & Breyer, Christian, 2019. "Curtailment-storage-penetration nexus in the energy transition," Applied Energy, Elsevier, vol. 235(C), pages 1351-1368.
    3. Zarazua de Rubens, Gerardo & Noel, Lance, 2019. "The non-technical barriers to large scale electricity networks: Analysing the case for the US and EU supergrids," Energy Policy, Elsevier, vol. 135(C).
    4. Oliva H., Sebastian, 2017. "Residential energy efficiency and distributed generation - Natural partners or competition?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 932-940.
    5. Neetzow, Paul, 2021. "The effects of power system flexibility on the efficient transition to renewable generation," Applied Energy, Elsevier, vol. 283(C).
    6. Aksornchan Chaianong & Athikom Bangviwat & Christoph Menke & Naïm R. Darghouth, 2019. "Cost–Benefit Analysis of Rooftop PV Systems on Utilities and Ratepayers in Thailand," Energies, MDPI, vol. 12(12), pages 1-26, June.
    7. Bukhary, Saria & Ahmad, Sajjad & Batista, Jacimaria, 2018. "Analyzing land and water requirements for solar deployment in the Southwestern United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3288-3305.
    8. Chen, Siyuan & Li, Zheng & Li, Weiqi, 2021. "Integrating high share of renewable energy into power system using customer-sited energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    9. Wiser, Ryan & Millstein, Dev & Mai, Trieu & Macknick, Jordan & Carpenter, Alberta & Cohen, Stuart & Cole, Wesley & Frew, Bethany & Heath, Garvin, 2016. "The environmental and public health benefits of achieving high penetrations of solar energy in the United States," Energy, Elsevier, vol. 113(C), pages 472-486.
    10. Castaneda, Monica & Franco, Carlos J. & Dyner, Isaac, 2017. "Evaluating the effect of technology transformation on the electricity utility industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 341-351.
    11. Cole, Wesley & Frew, Bethany & Gagnon, Pieter & Reimers, Andrew & Zuboy, Jarett & Margolis, Robert, 2018. "Envisioning a low-cost solar future: Exploring the potential impact of Achieving the SunShot 2030 targets for photovoltaics," Energy, Elsevier, vol. 155(C), pages 690-704.
    12. Kruyt, Bert & Lehning, Michael & Kahl, Annelen, 2017. "Potential contributions of wind power to a stable and highly renewable Swiss power supply," Applied Energy, Elsevier, vol. 192(C), pages 1-11.
    13. Jenkins, J.D. & Zhou, Z. & Ponciroli, R. & Vilim, R.B. & Ganda, F. & de Sisternes, F. & Botterud, A., 2018. "The benefits of nuclear flexibility in power system operations with renewable energy," Applied Energy, Elsevier, vol. 222(C), pages 872-884.
    14. Wilkinson, Sam & Maticka, Martin J. & Liu, Yue & John, Michele, 2021. "The duck curve in a drying pond: The impact of rooftop PV on the Western Australian electricity market transition," Utilities Policy, Elsevier, vol. 71(C).
    15. Castaneda, Monica & Jimenez, Maritza & Zapata, Sebastian & Franco, Carlos J. & Dyner, Isaac, 2017. "Myths and facts of the utility death spiral," Energy Policy, Elsevier, vol. 110(C), pages 105-116.
    16. Maarten Wolsink, 2020. "Framing in Renewable Energy Policies: A Glossary," Energies, MDPI, vol. 13(11), pages 1-31, June.
    17. Michael Schoepf & Martin Weibelzahl & Lisa Nowka, 2018. "The Impact of Substituting Production Technologies on the Economic Demand Response Potential in Industrial Processes," Energies, MDPI, vol. 11(9), pages 1-13, August.
    18. García-Gusano, Diego & Iribarren, Diego, 2018. "Prospective energy security scenarios in Spain: The future role of renewable power generation technologies and climate change implications," Renewable Energy, Elsevier, vol. 126(C), pages 202-209.
    19. Noel, Lance & Brodie, Joseph F. & Kempton, Willett & Archer, Cristina L. & Budischak, Cory, 2017. "Cost minimization of generation, storage, and new loads, comparing costs with and without externalities," Applied Energy, Elsevier, vol. 189(C), pages 110-121.
    20. Squalli, Jay, 2017. "Renewable energy, coal as a baseload power source, and greenhouse gas emissions: Evidence from U.S. state-level data," Energy, Elsevier, vol. 127(C), pages 479-488.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:168:y:2016:i:c:p:473-481. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.