• HOME
  • NEWS
  • EXPLORE
    • CAREER
      • Companies
      • Jobs
    • EVENTS
    • iGEM
      • News
      • Team
    • PHOTOS
    • VIDEO
    • WIKI
  • BLOG
  • COMMUNITY
    • FACEBOOK
    • INSTAGRAM
    • TWITTER
Sunday, July 20, 2025
BIOENGINEER.ORG
No Result
View All Result
  • Login
  • HOME
  • NEWS
  • EXPLORE
    • CAREER
      • Companies
      • Jobs
        • Lecturer
        • PhD Studentship
        • Postdoc
        • Research Assistant
    • EVENTS
    • iGEM
      • News
      • Team
    • PHOTOS
    • VIDEO
    • WIKI
  • BLOG
  • COMMUNITY
    • FACEBOOK
    • INSTAGRAM
    • TWITTER
  • HOME
  • NEWS
  • EXPLORE
    • CAREER
      • Companies
      • Jobs
        • Lecturer
        • PhD Studentship
        • Postdoc
        • Research Assistant
    • EVENTS
    • iGEM
      • News
      • Team
    • PHOTOS
    • VIDEO
    • WIKI
  • BLOG
  • COMMUNITY
    • FACEBOOK
    • INSTAGRAM
    • TWITTER
No Result
View All Result
Bioengineer.org
No Result
View All Result
Home NEWS Science News

Discount on charging electric cars helps to solve traffic jams

Bioengineer by Bioengineer
April 15, 2021
in Science News
Reading Time: 3 mins read
0
ADVERTISEMENT
Share on FacebookShare on TwitterShare on LinkedinShare on RedditShare on Telegram

IMAGE

Credit: C. Cenedese

Charging electric cars can put a strain on the electricity grid. And commuting to work by car can cause traffic congestion. PhD student Carlo Cenedese at the University of Groningen, the Netherlands, linked energy use and transportation using Game Theory and produced an algorithm that calculates how enough individuals can be persuaded to adapt their behaviour to prevent both.

Collective behaviour often emerges from individual choices. If all owners of electric vehicles charge them after work, this will cause a peak load on the electricity grid. And all those commuters starting their work at 9 am sharp cause a peak load on road traffic and public transport. ‘It is possible to nudge them to change their behaviour, but how this should be done is largely a matter of trial and error’, says Carlo Cenedese. That is why he tackled these problems using game theory. As a result, he is now able to estimate the effect of incentives meant to steer behaviour.

Algorithm
Game theory has been around for almost a century and studies how optimal decisions are reached by a number of ‘players’ during several rounds. ‘These games reach a so-called Nash equilibrium, where for each individual player, the benefit she receives won’t improve by making a different choice’, Cenedese explains. Over the last decade, game theory has also been applied to games over networks. The research of Cenedese stems from these later developments..

‘First, I generalized the theory for a class of games considering directed networks, where information is going in one way only.’ Previous work was based on undirected networks, where information flows both ways. His second contribution was to devise an algorithm that could solve network games more efficiently. Then, he applied this expertise to tackle two different practical applications: charging electric vehicles and reducing traffic congestions during rush hours.

Rational decisions
‘In game theory, the participants are usually seen as making perfectly rational decisions. I have used an approach that assumes only partial rationality.’ This was done by using a dual approach, where apart from the rational decision, other factors can play a role. ‘In general, people will try to make rational decisions. However, from sociology, we know that they also tend to imitate the behaviour of successful players of the game.’

In one of his models, Cenedese allowed for players to first make a selection from all possible choices, and only then make a rational decision. This framework allows him to tune parameters to see what effect this has on the evolution of the game. ‘In this way, we can predict which incentives will result in the preferred outcome.’ Take for example a discount given for charging electric cars outside peak hours. If the incentive is too large, it will just create another peak in electricity demand.

Traffic flow
Cenedese also applied a game-theoretic paradigm to traffic congestions. ‘If we could entice users of electric vehicles to get off the road by offering them a discount on charging, this could help traffic flow.’ Simulations with real traffic data from the A13 highway between The Hague and Rotterdam, a notorious spot where traffic congestion is very high, showed that removing part of the electric vehicles from the road would increase traffic flow considerably. ‘And the cost of the discount would be minor compared to the many millions of euros currently spent on reducing traffic jams.’

The system Cenedese devised can predict how to resolve complex ‘games’, and it would be relatively simple to implement these solutions. ‘Of course, someone has to pay for the incentives. And you need a system to alert drives to these incentives.’ He envisages a platform, like an app, that offers commuters a small incentive to start their commute a bit later, or entice drivers of electric vehicles to leave a busy road for a cheaper charge. ‘In many cases, a short stop at the charging station would increase travel time only marginally, while the overall effect on traffic flow is substantial.’ And the same idea could be used in public transport. ‘People could get a discount by making their journey a bit later. This could easily be integrated in the public transport app on your phone.’

Carlo Cenedese defends his thesis on 16 April 2021. He did his PhD research at the Engineering and Technology institute Groningen (ENTEG), Faculty of Science and Engineering, University of Groningen. Cenedese currently works as a postdoc at ETH Zurich (Switzerland). His thesis can be found here: https://research.rug.nl/nl/publications/multi-agent-network-games-with-applications-in-smart-electric-mob

###

Media Contact
Rene Fransen
[email protected]

Original Source

https://www.rug.nl/sciencelinx/nieuws/2021/04/discount-on-charging-electric-cars-helps-to-solve-traffic-jams?lang=en

Tags: Algorithms/ModelsCalculations/Problem-SolvingComputer ScienceTechnology/Engineering/Computer ScienceTransportation/Travel
Share12Tweet8Share2ShareShareShare2

Related Posts

blank

AI Diagnoses Structural Heart Disease via ECG

July 17, 2025
blank

Archaeal Ribosome Shows Unique Active Site, Hibernation Factor

July 17, 2025

Shape-Shifting Biphasic Liquids with Bistable Microdomains

July 17, 2025

Functional Regimes Shape Soil Microbiome Response

July 17, 2025
Please login to join discussion

POPULAR NEWS

  • Enhancing Broiler Growth: Mannanase Boosts Performance with Reduced Soy and Energy

    Enhancing Broiler Growth: Mannanase Boosts Performance with Reduced Soy and Energy

    73 shares
    Share 29 Tweet 18
  • New Organic Photoredox Catalysis System Boosts Efficiency, Drawing Inspiration from Photosynthesis

    54 shares
    Share 22 Tweet 14
  • IIT Researchers Unveil Flying Humanoid Robot: A Breakthrough in Robotics

    53 shares
    Share 21 Tweet 13
  • Overlooked Dangers: Debunking Common Myths About Skin Cancer Risk in the U.S.

    51 shares
    Share 20 Tweet 13

About

We bring you the latest biotechnology news from best research centers and universities around the world. Check our website.

Follow us

Recent News

AI Diagnoses Structural Heart Disease via ECG

Archaeal Ribosome Shows Unique Active Site, Hibernation Factor

Shape-Shifting Biphasic Liquids with Bistable Microdomains

  • Contact Us

Bioengineer.org © Copyright 2023 All Rights Reserved.

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result
  • Homepages
    • Home Page 1
    • Home Page 2
  • News
  • National
  • Business
  • Health
  • Lifestyle
  • Science

Bioengineer.org © Copyright 2023 All Rights Reserved.