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A modeling framework for equitable deployment of energy storage in disadvantaged communities

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  • Heleno, Miguel
  • Lesur, Paul
  • Moreira, Alexandre

Abstract

This paper provides an analytical framework to incorporate the deployment of behind-the-meter energy storage coupled with rooftop solar, and their associated revenue streams, in the context of equitable energy policy interventions. We propose an extension to the Justice40 optimization model by adding storage and incorporating more realistic solar compensation mechanisms, such as net-billing, which allows for temporal revenue differentiation and the economic viability of behind-the-meter energy storage devices. The extended model includes household-level PV plus storage co-deployment alongside existing interventions, such as weatherization, rooftop PV only, community solar, and community wind. We introduce an innovative approximation approach to capture storage operations and revenue streams without increasing the model’s temporal complexity, preserving computational efficiency. A case study of 3,651 energy-insecure households in Wayne County, Michigan, is used to validate the model and analyze battery deployment as a resource for equitable energy policy interventions. The results demonstrate that the proposed approach achieves comparable outcomes to fully time-resolved models. The results also show that, under net-billing rates, energy storage can be strategically and cost-effectively deployed to address extreme energy burden cases, while rooftop PV is more broadly implemented as a universal solution to mitigate energy insecurity.

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  • Heleno, Miguel & Lesur, Paul & Moreira, Alexandre, 2025. "A modeling framework for equitable deployment of energy storage in disadvantaged communities," Applied Energy, Elsevier, vol. 383(C).
    • Handle: RePEc:eee:appene:v:383:y:2025:i:c:s0306261925000212
    DOI: 10.1016/j.apenergy.2025.125291
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    1. van Beuzekom, Iris & Hodge, Bri-Mathias & Slootweg, Han, 2021. "Framework for optimization of long-term, multi-period investment planning of integrated urban energy systems," Applied Energy, Elsevier, vol. 292(C).
    2. Sengupta, Manajit & Xie, Yu & Lopez, Anthony & Habte, Aron & Maclaurin, Galen & Shelby, James, 2018. "The National Solar Radiation Data Base (NSRDB)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 51-60.
    3. Trevor Memmott & Sanya Carley & Michelle Graff & David M. Konisky, 2021. "Sociodemographic disparities in energy insecurity among low-income households before and during the COVID-19 pandemic," Nature Energy, Nature, vol. 6(2), pages 186-193, February.
    4. Heleno, Miguel & Sigrin, Benjamin & Popovich, Natalie & Heeter, Jenny & Jain Figueroa, Anjuli & Reiner, Michael & Reames, Tony, 2022. "Optimizing equity in energy policy interventions: A quantitative decision-support framework for energy justice," Applied Energy, Elsevier, vol. 325(C).
    5. Brown, David P., 2022. "Socioeconomic and demographic disparities in residential battery storage adoption: Evidence from California," Energy Policy, Elsevier, vol. 164(C).
    6. Gorman, Will & Barbose, Galen & Pablo Carvallo, Juan & Baik, Sunhee & Miller, Chandler & White, Philip & Praprost, Marlena, 2023. "County-level assessment of behind-the-meter solar and storage to mitigate long duration power interruptions for residential customers," Applied Energy, Elsevier, vol. 342(C).
    7. Anthony G. Murray & Bradford F. Mills, 2014. "The Impact Of Low-Income Home Energy Assistance Program Participation On Household Energy Insecurity," Contemporary Economic Policy, Western Economic Association International, vol. 32(4), pages 811-825, October.
    8. Barbour, Edward & González, Marta C., 2018. "Projecting battery adoption in the prosumer era," Applied Energy, Elsevier, vol. 215(C), pages 356-370.
    9. Forrester, Sydney P. & Reames, Tony G., 2020. "Understanding the residential energy efficiency financing coverage gap and market potential," Applied Energy, Elsevier, vol. 260(C).
    10. Yuru Guan & Jin Yan & Yuli Shan & Yannan Zhou & Ye Hang & Ruoqi Li & Yu Liu & Binyuan Liu & Qingyun Nie & Benedikt Bruckner & Kuishuang Feng & Klaus Hubacek, 2023. "Burden of the global energy price crisis on households," Nature Energy, Nature, vol. 8(3), pages 304-316, March.
    11. Rogeau, A. & Girard, R. & Abdelouadoud, Y. & Thorel, M. & Kariniotakis, G., 2020. "Joint optimization of building-envelope and heating-system retrofits at territory scale to enhance decision-aiding," Applied Energy, Elsevier, vol. 264(C).
    12. Baker, Shalanda H. & Carley, Sanya & Konisky, David M., 2021. "Energy insecurity and the urgent need for utility disconnection protections," Energy Policy, Elsevier, vol. 159(C).
    13. Sani Hassan, Abubakar & Cipcigan, Liana & Jenkins, Nick, 2017. "Optimal battery storage operation for PV systems with tariff incentives," Applied Energy, Elsevier, vol. 203(C), pages 422-441.
    14. Dolter, Brett D. & Boucher, Martin, 2018. "Solar energy justice: A case-study analysis of Saskatchewan, Canada," Applied Energy, Elsevier, vol. 225(C), pages 221-232.
    15. Maheshwari, Aditya & Heleno, Miguel & Ludkovski, Michael, 2020. "The effect of rate design on power distribution reliability considering adoption of distributed energy resources," Applied Energy, Elsevier, vol. 268(C).
    16. Lopez, Anthony & Mai, Trieu & Lantz, Eric & Harrison-Atlas, Dylan & Williams, Travis & Maclaurin, Galen, 2021. "Land use and turbine technology influences on wind potential in the United States," Energy, Elsevier, vol. 223(C).
    17. Xu, Xiaojing & Chen, Chien-fei, 2019. "Energy efficiency and energy justice for U.S. low-income households: An analysis of multifaceted challenges and potential," Energy Policy, Elsevier, vol. 128(C), pages 763-774.
    18. Cardoso, G. & Stadler, M. & Bozchalui, M.C. & Sharma, R. & Marnay, C. & Barbosa-Póvoa, A. & Ferrão, P., 2014. "Optimal investment and scheduling of distributed energy resources with uncertainty in electric vehicle driving schedules," Energy, Elsevier, vol. 64(C), pages 17-30.
    19. Reames, Tony Gerard, 2016. "Targeting energy justice: Exploring spatial, racial/ethnic and socioeconomic disparities in urban residential heating energy efficiency," Energy Policy, Elsevier, vol. 97(C), pages 549-558.
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