Researchers have created a smart eco mode in a car driving system that can “see into the future.”

Driving system Eco-friendly driving can help you save money and the environment by consuming less fuel. In reality, though, it frequently aggravates drivers to the point where they swiftly turn off the feature. The mode stops motorists from accelerating when they actually need to, such when turning onto a highway. Based on future forecasts, Delft robot engineers created the Proactive Eco Mode, a novel mechanism that helps drivers attain the required speed more quickly. The system has been successfully tested on French roadways.

Aggressive eco mode

Instead of using complicated models while creating the Proactive Eco Mode, researchers Timo Melman and Niek Beckers first concentrated on the driver and data collecting. They gathered information on a driver’s driving habits during a test at the Renault Technocentre in France. The Proactive Eco Mode was able to successfully anticipate outcomes using a straightforward algorithm after just one round of testing. When it became necessary, the driver could easily and quickly accelerate with the aid of this device while also driving more efficiently. In response, Groupe Renault responded warmly and expressed interest in using the patented technology in next automobiles.

driving system

Timo Melman, a researcher at the TU Delft’s Human-Robot Interaction, stated: “Our technology enables your automobile to glance ahead while you are driving. We can forecast when a driver will need a lot of power and when they won’t, and we can adjust the engine settings of the automobile accordingly. Simple algorithms are all that are needed to do this; all we have to do is gather information on the driver’s and other drivers’ driving habits. The car “knows” when you desire to accelerate as a result of this information. Staying in eco mode is now considerably more enjoyable for the driver while maintaining energy efficiency. As far as we are concerned, a win-win circumstance.”


The Proactive Eco Mode was created by researchers Niek Beckers and Timo Melman in collaboration with Groupe Renault’s Xavier Mouton and professor of human-robot interaction David Abbink. The partnership between Renault and TU Delft is overseen by Professor David Abbink, who says, “This is a good illustration of how our group’s foundational research into human-robot interaction develops real-world applications.”

These experiments relate to both AiTech, whose scientific director is Abbink, and the research field of “Meaningful human control of autonomous intelligent systems.” The mission of this institute is to create intelligent systems that are human-transparent and comprehensible.

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