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Ramon Iglesias

2 accepted papers

2018

Data-Driven Model Predictive Control of Autonomous Mobility-on-Demand Systems

ICRA 2018poster

The goal of this paper is to present an end-to-end, data-driven framework to control Autonomous Mobility-on-Demand systems (AMoD, i.e. fleets of self-driving vehicles). We first model the AMoD system using a time-expanded network, and present a formulation that computes the optimal rebalancing strat…

Cited by 196SourceScholar
2018

On the interaction between Autonomous Mobility-on-Demand systems and the power network: models and coordination algorithms

RSS 2018poster

This paper studies the interaction between a fleet of electric, self-driving vehicles servicing on-demand transportation requests (referred to as Autonomous Mobility-on-Demand, or AMoD, system) and the electric power network. We propose a joint linear model that captures the coupling between the two…

Cited by 145SourcePDFScholar