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Imagine that every home with a solar roof, a battery, or smart appliances could join an aggregator. The aggregator sells excess energy directly to the wholesale market. This new study proposes a model called DERA. DERA controls many distributed energy resources (DER). These include solar panels, batteries, and flexible loads. The goal is to maximize profits while ensuring customers gain more surplus than under regulated tariffs. The aggregator participates in the market as a virtual storage unit. It offers energy when prices are high and buys when prices are low. Researchers have shown that this system achieves the same welfare‑maximizing outcome as direct customer participation. The method boosts aggregator profit and customer savings. Numerical tests compare the new approach with existing methods. The study examines how many aggregators could survive long‑term. It also analyzes the impact of DER adoption and network access rules. In short, competitive aggregation could make electricity markets fairer, greener, and smarter for everyone.

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The DERA model solves an optimization problem that balances aggregator profits with customer surpluses. The aggregator decides the generation and consumption power of each DER based on optimized offer and bid curves. Distribution network access constraints are included as capacity limits, ensuring total usage does not exceed available capacity. Customer surplus is calculated as the difference between their surplus under the regulated tariff and the surplus obtained through competitive aggregation, which must be positive. The aggregator participates in the wholesale market as a virtual storage unit, submitting generation offers and consumption bids derived from the competitive aggregation model. Bid curves for distribution network access are derived from the aggregator’s marginal cost function, while profitability is assessed by comparing earnings with the regulated tariff. A welfare‑maximization proof shows that, given the same network access, competitive aggregation achieves the same allocative efficiency as direct customer participation. Extensive numerical studies employ market clearing and energy flow simulations to compare DERA with existing methods. Analyses cover long‑run aggregator survival, the impact of DER adoption levels, and the effects of varying distribution network access rules on short‑run operations. Findings suggest that competitive aggregation can enable large‑scale DER integration, enhance market efficiency, and accelerate the shift toward a low‑carbon energy system.

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Date Published:
Original Article arxiv.org
Fact-check verified on 31/08/2026 Primary Study / Original Source
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Creative Commons License CC BY-NC-SA 4.0

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