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Ecological Adaptive Cruise Control of Plug-In Hybrid Electric Vehicle With Connected Infrastructure and On-Road Experiments

Sangjae Bae, Yeojun Kim, Yongkeun Choi, Jacopo Guanetti, Preet Gill, Francesco Borrelli, Scott Moura

2021Journal of Dynamic Systems Measurement and Control18 citationsDOI

Abstract

Abstract This paper examines both mathematical formulation and practical implementation of an ecological adaptive cruise controller (ECO-ACC) with connected infrastructure. Human errors are typical sources of accidents in urban driving, which can be remedied by rigorous control theories. Designing an ECO-ACC is, therefore, a classical research problem to improve safety and energy efficiency. We add two main contributions to the literature. First, we propose a mathematical framework of an online ECO-ACC for plug-in hybrid electric vehicle (PHEV). Second, we demonstrate ECO-ACC in a real world, which includes other human drivers and uncertain traffic signals on a 2.6 (km) length of the corridor with eight signalized intersections in Southern California. The demonstration results show, on average, 30.98% of energy efficiency improvement and 8.51% additional travel time.

Topics & Concepts

Cruise controlCruiseController (irrigation)Plug-inCooperative Adaptive Cruise ControlControl (management)Computer scienceElectric vehicleTransport engineeringAutomotive engineeringEnvironmental scienceEngineeringPower (physics)Programming languageAerospace engineeringArtificial intelligenceQuantum mechanicsPhysicsAgronomyBiologyTraffic control and managementVehicle emissions and performanceTransportation Planning and Optimization
Ecological Adaptive Cruise Control of Plug-In Hybrid Electric Vehicle With Connected Infrastructure and On-Road Experiments | Litcius