Long-term impacts of fair machine learning

X Zhang, MM Khalili, M Liu - Ergonomics in Design, 2020 - journals.sagepub.com
Machine learning models developed from real-world data can inherit potential, preexisting
bias in the dataset. When these models are used to inform decisions involving human …

An energy and emission conscious adaptive cruise controller for a connected automated diesel truck

C Huang, R Salehi, T Ersal… - Vehicle System …, 2020 - Taylor & Francis
Conventional speed planning for connected automated vehicles (CAVs) adopts an energy-
centric perspective and improves fuel economy by means of reducing the power loss due to …

Intelligent cruise control of diesel powered vehicles addressing the fuel consumption versus emissions trade-off

C Huang, R Salehi… - 2018 Annual American …, 2018 - ieeexplore.ieee.org
Intelligent cruise control with traffic preview introduces a potential to adjust the vehicle
velocity and improve fuel consumption and emissions. This paper presents tradeoffs …

A simulation framework for cold-start evaluation of a gasoline engine equipped with an electrically heated three-way catalyst

DV Velmurugan, T McKelvey, JO Olsson - IFAC-PapersOnLine, 2021 - Elsevier
Cold start emissions of exhaust gas pollutants in current generation gasoline internal
combustion engine (ICE) comprise the most significant quantity of regulated exhaust …

Optimal Control of a Spark Ignition Engine Including Cold Start Operations for Consumption/Emissions Compromises

B Jeanneret, A Guille Des Buttes, J Pelluet… - Applied Sciences, 2021 - mdpi.com
This study presents a semi-empirical modeling approach based on an extensive parametric
study using a spark-ignition port-injection engine. The experimental results are used to …

Optimal speed planning using limited preview for connected vehicles with diesel engines

C Huang, R Salehi, T Ersal… - … symposium on advanced …, 2018 - par.nsf.gov
Speed planning in a vehicle-following scenario can reduce vehicle fuel consumption even
under limited traffic preview and in moderate penetration of connected autonomous vehicles …

Optimal Control for Cleaner Hybrid Vehicles: A Backward Approach

B Jeanneret, A Guille Des Buttes, A Keromnes… - Applied Sciences, 2022 - mdpi.com
This work presents an application of the optimal control theory to find trade offs between fuel
consumption and pollutant emissions (CO, HC, NOx) of sustaining hybrid vehicles. Both cold …

Energy and Emissions Conscious Optimal Following for Automated Vehicles with Diesel Powertrains

C Huang - 2021 - deepblue.lib.umich.edu
The emerging application of autonomous driving provides the benefit of eliminating the
driver from the control loop, which offers opportunities for safety, energy saving and green …

Feedback Control Strategies for Diesel Engine Emissions Compliance

M Bieniek - 2021 - deepblue.lib.umich.edu
Modern diesel engines are equipped with aftertreatment systems which are effective at
reducing tailpipe hydrocarbon and oxides of nitrogen (NOx) emissions when the system's …

Optimal Switching of Diesel Calibrations Based on Real-time Not-to-Exceed Metrics

MS Bieniek, AG Stefanopoulou, R Middleton… - IFAC-PapersOnLine, 2021 - Elsevier
Increased forms of connectivity in vehicles creates opportunities to use route, traffic, and
other forms of data to inform powertrain control decisions to achieve better fuel economy …