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Quantifying value pools for distributed flexible energy assets

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  • Specht, Jan Martin
  • Madlener, Reinhard

Abstract

Flexible energy assets in private households enable many valuable services in the context of a sustainable energy transition. We introduce a combination of a heuristic model and a linear optimization model for the electricity demand of a single-family household with the option to include an electric vehicle. A hybrid model including a heuristic and a Mixed Integer Liner Optimization (MILP) allows to optimize the stacked value across five distinct use cases: (1) maximization of self-consumption; (2) reduction of load peaks; (3) utilization of flexible electricity prices; (4) provision of frequency control reserve (FCR); and (5) reduction of battery aging. We investigate costs and benefits for each use case and, based on data and legislation for Germany, find that several of these use cases result in cost savings of up to €50 per year. Surprisingly, simultaneous investigation of multiple use cases reveals that some combinations show synergetic effects rather than the expected cannibalizing ones. The insights gained are of special importance in the context of designing business models for the aggregation of distributed flexible energy assets, i.e. by an “Energy Supplier 2.0”, with the aim to tap unused flexibility potentials, thus utilizing multiple additional revenue streams.

Suggested Citation

  • Specht, Jan Martin & Madlener, Reinhard, 2023. "Quantifying value pools for distributed flexible energy assets," Energy, Elsevier, vol. 263(PB).
    • Handle: RePEc:eee:energy:v:263:y:2023:i:pb:s0360544222025129
    DOI: 10.1016/j.energy.2022.125626
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    References listed on IDEAS

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    1. Stadler, Michael & Cardoso, Gonçalo & Mashayekh, Salman & Forget, Thibault & DeForest, Nicholas & Agarwal, Ankit & Schönbein, Anna, 2016. "Value streams in microgrids: A literature review," Applied Energy, Elsevier, vol. 162(C), pages 980-989.
    2. Manfredi Crainz & Domenico Curto & Vincenzo Franzitta & Sonia Longo & Francesco Montana & Rossano Musca & Eleonora Riva Sanseverino & Enrico Telaretti, 2019. "Flexibility Services to Minimize the Electricity Production from Fossil Fuels. A Case Study in a Mediterranean Small Island," Energies, MDPI, vol. 12(18), pages 1-38, September.
    3. Cruz, Marco R.M. & Fitiwi, Desta Z. & Santos, Sérgio F. & Catalão, João P.S., 2018. "A comprehensive survey of flexibility options for supporting the low-carbon energy future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 338-353.
    4. Dowling, Alexander W. & Kumar, Ranjeet & Zavala, Victor M., 2017. "A multi-scale optimization framework for electricity market participation," Applied Energy, Elsevier, vol. 190(C), pages 147-164.
    5. Mattia Dallapiccola & Grazia Barchi & Jennifer Adami & David Moser, 2021. "The Role of Flexibility in Photovoltaic and Battery Optimal Sizing towards a Decarbonized Residential Sector," Energies, MDPI, vol. 14(8), pages 1-18, April.
    6. O׳Connell, Niamh & Pinson, Pierre & Madsen, Henrik & O׳Malley, Mark, 2014. "Benefits and challenges of electrical demand response: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 686-699.
    7. Zheng, Menglian & Meinrenken, Christoph J. & Lackner, Klaus S., 2014. "Agent-based model for electricity consumption and storage to evaluate economic viability of tariff arbitrage for residential sector demand response," Applied Energy, Elsevier, vol. 126(C), pages 297-306.
    8. Holger C. Hesse & Volkan Kumtepeli & Michael Schimpe & Jorn Reniers & David A. Howey & Anshuman Tripathi & Youyi Wang & Andreas Jossen, 2019. "Ageing and Efficiency Aware Battery Dispatch for Arbitrage Markets Using Mixed Integer Linear Programming †," Energies, MDPI, vol. 12(6), pages 1-28, March.
    9. Lorenzi, Guido & Silva, Carlos Augusto Santos, 2016. "Comparing demand response and battery storage to optimize self-consumption in PV systems," Applied Energy, Elsevier, vol. 180(C), pages 524-535.
    10. Bradbury, Kyle & Pratson, Lincoln & Patiño-Echeverri, Dalia, 2014. "Economic viability of energy storage systems based on price arbitrage potential in real-time U.S. electricity markets," Applied Energy, Elsevier, vol. 114(C), pages 512-519.
    11. Mirakhorli, Amin & Dong, Bing, 2018. "Model predictive control for building loads connected with a residential distribution grid," Applied Energy, Elsevier, vol. 230(C), pages 627-642.
    12. Specht, Jan Martin & Madlener, Reinhard, 2019. "Energy Supplier 2.0: A conceptual business model for energy suppliers aggregating flexible distributed assets and policy issues raised," Energy Policy, Elsevier, vol. 135(C).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Value stacking; Aggregation; Energy Supplier 2.0; MILP; Distributed energy resources; Multiple revenue streams;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities

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