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A framework to measure the technical, economic, and rate impacts of distributed solar, electric vehicles, and storage

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  • Pablo Carvallo, Juan
  • Bieler, Stephanie
  • Collins, Myles
  • Mueller, Joscha
  • Gehbauer, Christoph
  • Gotham, Douglas J.
  • Larsen, Peter H.

Abstract

This study explores the joint impacts across the power system of distributed energy resources (DER) that could be deployed in utility distribution systems through an analysis of generation, transmission, and distribution expansion and costs driven by DER adoption. We identify six adoption scenarios that combine deployment levels of rooftop solar photovoltaic modules (PV), electric vehicle charging (EV), and battery storage in residential and commercial customers connected to representative feeders in Indiana by 2025 and 2040. Indiana is a good proxy for many U.S. states with low current DER adoption but potentially high future growth. The economic value of DER is assessed by developing capacity expansion and power flow analysis of the generation and distribution segments, respectively, under future hourly demand assumptions based on each adoption scenarios. Results for the distribution system power flow simulations show that voltage violations are relatively rare. Voltage violations can be mitigated at a very low cost using a combination of smart inverters in future rooftop PV systems and voltage adjustments in the feeder heads. Line loading issues are minimal, with only 0.2% of simulation hours showing loading levels above 100% of capacity. Generation capacity impacts are driven by unmanaged EV charging and could be mitigated with charging management. We estimate that the incremental rate impact from power system investment and operation of increased DER adoption in Indiana will be between −1.6% to + 2% in 2025 and + 0.2% to + 15% in 2040 relative to the base case.

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  • Pablo Carvallo, Juan & Bieler, Stephanie & Collins, Myles & Mueller, Joscha & Gehbauer, Christoph & Gotham, Douglas J. & Larsen, Peter H., 2021. "A framework to measure the technical, economic, and rate impacts of distributed solar, electric vehicles, and storage," Applied Energy, Elsevier, vol. 297(C).
    • Handle: RePEc:eee:appene:v:297:y:2021:i:c:s0306261921005948
    DOI: 10.1016/j.apenergy.2021.117160
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    References listed on IDEAS

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    1. Carvallo, Juan Pablo & Zhang, Nan & Murphy, Sean P. & Leibowicz, Benjamin D. & Larsen, Peter H., 2020. "The economic value of a centralized approach to distributed resource investment and operation," Applied Energy, Elsevier, vol. 269(C).
    2. Bloess, Andreas, 2019. "Impacts of heat sector transformation on Germany’s power system through increased use of power-to-heat," Applied Energy, Elsevier, vol. 239(C), pages 560-580.
    3. Schwarz, Marius & Auzépy, Quentin & Knoeri, Christof, 2020. "Can electricity pricing leverage electric vehicles and battery storage to integrate high shares of solar photovoltaics?," Applied Energy, Elsevier, vol. 277(C).
    4. Arentsen, Maarten J & Kunneke, Rolf W, 1996. "Economic organization and liberalization of the electricity industry : In search of conceptualization," Energy Policy, Elsevier, vol. 24(6), pages 541-552, June.
    5. Aunedi, Marko & Pantaleo, Antonio Marco & Kuriyan, Kamal & Strbac, Goran & Shah, Nilay, 2020. "Modelling of national and local interactions between heat and electricity networks in low-carbon energy systems," Applied Energy, Elsevier, vol. 276(C).
    6. Peter Cappers & Andrew Satchwell & Will Gorman & Javier Reneses, 2019. "Financial Impacts of Net-Metered Distributed PV on a Prototypical Western Utility’s Shareholders and Ratepayers," Energies, MDPI, vol. 12(24), pages 1-19, December.
    7. Zhang, Xi & Strbac, Goran & Teng, Fei & Djapic, Predrag, 2018. "Economic assessment of alternative heat decarbonisation strategies through coordinated operation with electricity system – UK case study," Applied Energy, Elsevier, vol. 222(C), pages 79-91.
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    1. Lyu, Yuan & He, Yongxiu & Zhou, Jinghan & Xie, Yuxin, 2023. "Prosumer standby fee design: Solving the inequity problem of China's county-wide photovoltaic project promotion," Renewable Energy, Elsevier, vol. 207(C), pages 309-320.
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