AI4SAM: AI FOR FOSTERING SOFT AND ACTIVE MOBILITY TO ACCELERATE EUROPEAN’S TRANSITION TO CLIMATE NEUTRALITY
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Kentyou proposes innovative AI solutions to help cities in their climate neutral transition encouraging active and soft mobility. Using data from multiple sources, the optimization algorithm considers various parameters and decision-making policies to decide the location of a station. The goal is to validate the algorithm using data and use cases from EUHubs4Data and scale the solution using high-performance tools.
Start date: 05/01/2021
Duration in months: 9
Problem Description
The main objective of the experiment is to implement an algorithm that promotes soft mobilty and discourages the use of private vehicles through strategic placement of the soft mobility stations (shared/electric bikes, scooters, cars) in urban areas.
Goals
New services
Challenges
The main challenge is the development and implementation of an algorithm that promotes soft and integrated mobility, through a framework that combines heterogeneous data in a single processing environment
Innovation results
This solution will reduce the use of individual cars, account for more than 16% of the greenhouse emissions in France. Furthermore the algorithm is specifically designed to ensure fairness in transportation access and to target different social groups.
Business impact
confidential