John Michelini

Engineering · Physical Sciences

15h-index891citations29works0.02yr avg
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Research Topics

Traffic control and management(13), Vehicle emissions and performance(13), Advanced Combustion Engine Technologies(8), Electric and Hybrid Vehicle Technologies(5), Autonomous Vehicle Technology and Safety(5)

Publications29 total

On the Robustness of Adaptive Nonlinear Model Predictive Cruise Control
SAE technical papers on CD-ROM/SAE technical paper series·2018· 5 cited
Vehicle speed prediction using a cooperative method of fuzzy Markov model and auto-regressive model
2017· 39 cited
Time to Torque Optimization by Evolutionary Computation Methods
SAE technical papers on CD-ROM/SAE technical paper series·2017· 6 cited
Adaptive Nonlinear Model Predictive Cruise Controller: Trailer Tow Use Case
SAE technical papers on CD-ROM/SAE technical paper series·2017· 10 cited
Design of a fuel economy oriented vehicle longitudinal speed controller with optimal gear sequence
2016· 14 cited
Trajectory optimization with memetic algorithms: Time-to-torque minimization of turbocharged engines
2016· 3 cited
Cluster-based correlation of severe driving events with time and location
Journal of Intelligent Transportation Systems·2016· 8 cited
Cruise Controller with Fuel Optimization Based on Adaptive Nonlinear Predictive Control
SAE International journal of passenger cars. Electronic and electrical systems·2016· 18 cited
Road Risk Modeling and Cloud-Aided Safety-Based Route Planning
IEEE Transactions on Cybernetics·2015· 58 cited
Bayesian Traffic Light Parameter Tracking Based on Semi-Hidden Markov Models
IEEE Transactions on Intelligent Transportation Systems·2015· 5 cited
Vehicle Speed Prediction in a Convoy Using V2V Communication
2015· 42 cited
Biogeography-based optimization of a variable camshaft timing system
Engineering Applications of Artificial Intelligence·2015· 7 citedOpen Access
Cluster-based correlation of severe braking events with time and location
2015· 8 cited
Cloud aided semi-active suspension control
2014· 43 cited
Exploiting Terrain Information for Enhancing Fuel Economy of Cruising Vehicles by Supervised Training of Recurrent Neural Optimizers
Annals of information systems·2014· 2 cited
Cloud aided safety-based route planning
2014· 26 cited
Cloud-Based Velocity Profile Optimization for Everyday Driving: A Dynamic-Programming-Based Solution
IEEE Transactions on Intelligent Transportation Systems·2014· 290 cited
PB model-based FEL and its application to Driving Pattern Learning
IFAC Proceedings Volumes·2014· 2 cited
Stochastic Fuel Efficient Optimal Control of Vehicle Speed
Lecture notes in control and information sciences·2014· 21 cited
Analytical Solution to the Minimum Energy Consumption Based Velocity Profile Optimization Problem With Variable Road Grade
IFAC Proceedings Volumes·2014· 66 cited
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Frequent Co-authors

Dimitar Filev(20), Ilya Kolmanovsky(11), Engin Özatay(8), Ümi̇t Özgüner(8), Junbo Jing(5), Steve Szwabowski(5), Kevin McDonough(4), Diana Yanakiev(4), Zhaojian Li(3), Ella Atkins(3), Jianbo Lǚ(3), Arda Kurt(3), Ondřej Šantin(3), Jaroslav Pekař(3), Jaroslav Beran(3), Georgia-Evangelia Katsargyri(2), Ming Kuang(2), Anthony M. Phillips(2), Michael Rinehart(2), Munther A. Dahleh(2)