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Coordinated planning of European charging infrastructure and energy system for optimal V1G and V2G deployment

This paper demonstrates that explicitly modeling charging infrastructure costs within a European energy system reveals that smart charging (V1G) offers the most significant system-wide cost savings and infrastructure reductions, while vehicle-to-grid (V2G) provides valuable balancing revenues primarily in specific scenarios, suggesting that uniform EU charging targets may be inefficient compared to regionally optimized strategies.

Original authors: Francesco Sanvito, Francesco Lombardi, Stefan Pfenninger-Lee

Published 2026-02-03
📖 5 min read🧠 Deep dive

Original authors: Francesco Sanvito, Francesco Lombardi, Stefan Pfenninger-Lee

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine Europe's power grid as a massive, bustling city highway system, and electric vehicles (EVs) as the millions of cars trying to get on and off that highway. For years, planners have been building new lanes (charging stations) based on a simple rule: "Every car needs a specific amount of lane space, no matter where they live or what time of day they drive."

This paper argues that this "one-size-fits-all" approach is wasteful. Instead, the authors suggest we treat our cars not just as consumers of electricity, but as a giant, mobile battery bank that can help smooth out traffic jams on the grid. They used a sophisticated computer model to simulate the entire European energy system in the year 2050 to see how best to manage this.

Here is the breakdown of their findings using simple analogies:

1. The Two Types of "Smart" Charging

The study compares three ways cars can charge:

  • Uncontrolled Charging (The "Plug-and-Forget" Method): You come home, plug in your car, and it charges immediately at full speed. This is like everyone in a city trying to enter a highway at 6:00 PM. It causes massive traffic jams (peak demand) and requires building huge, expensive new highways (infrastructure) just to handle that one hour of chaos.
  • V1G (Smart Charging / "The Traffic Cop"): The car still only charges (it doesn't give power back), but it waits for the perfect moment. If the sun is shining brightly and there's too much solar power, the car charges. If the grid is stressed, it waits. This is like a traffic cop directing cars to enter the highway only when there is space. The paper finds this is the "Goldilocks" solution. It captures almost all the money-saving benefits (19–42 billion € per year) and drastically reduces the need to build new charging stations.
  • V2G (Vehicle-to-Grid / "The Two-Way Street"): The car can not only charge but also give electricity back to the grid when prices are high. This is like a car that can drive backward to help clear a traffic jam. While this sounds amazing, the study finds it's only worth the extra cost in very specific situations. It adds a little extra savings (up to 2.5 billion €) but generates significant revenue for car owners (up to 6.4 billion €) by selling power back when it's expensive.

2. The "One-Size-Fits-All" Trap

Currently, the EU has a rule saying every electric car needs 1.3 kW of charging capacity. The authors say this is like telling every house in the country to have a 10-car garage, regardless of whether the family owns one car or ten.

  • In some countries (like those with lots of wind and hydro power, such as Norway or the UK), the grid is already flexible. Adding smart charging doesn't help much, so they don't need as many chargers.
  • In other countries (like those with lots of solar power, such as Italy or Greece), the sun creates huge surges of energy at noon. Here, smart charging is a lifesaver, but the number of chargers needed is different than in the north.
  • The Conclusion: A single European target is inefficient. It risks building too many chargers in some places (wasting money) and not enough in others (missing out on savings).

3. When Does the "Two-Way Street" (V2G) Make Sense?

The study found that V2G (cars giving power back) is like a specialized tool, not a universal one. It works best when:

  • The Sun is the Star: In places dominated by solar power, the sun creates a massive spike of energy at noon and none at night. V2G is perfect for storing that noon energy and releasing it in the evening.
  • The Grid is Tight: If you can't easily build new power lines to connect different regions, local cars need to act as local batteries to balance the system.
  • The Alternative is Expensive: If building a giant stationary battery or a new power plant is too costly, using the car batteries is a cheaper alternative.

However, in countries with a mix of wind and solar, or where the grid is very strong, V2G isn't always the most cost-effective option. The model shows that simply having the ability to do V2G doesn't mean we should force it everywhere; it should be deployed only where the math says it saves money.

4. The Big Takeaway

The most important finding is that we don't need to wait for cars to give power back to the grid to save money. Simply making the charging "smart" (V1G)—so cars charge when the sun is shining or the wind is blowing—is enough to solve most of the problems.

  • V1G is the workhorse that saves the system billions and reduces the need for new infrastructure.
  • V2G is the specialist that adds extra value in specific, sunny, or grid-constrained spots, but it requires more investment and isn't always necessary.

In short: The paper suggests that instead of building a massive, uniform network of chargers based on a rigid rule, Europe should build a flexible, "smart" network that adapts to local weather and grid conditions. This approach saves money, reduces the need for new construction, and keeps the lights on without breaking the bank.

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