Publications
The publications below may not be up to date. You can find my papers on my Google Scholar Page.
A Fair and Privacy-Aware EV Discharging Strategy using Decentralized Whale Optimization Algorithm for Minimizing Cost of EVs and the EV Aggregator
Y. Gu, M. Liu, IEEE System Journal . ISJ 2020.
Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks
B. Chen, Y. Zhang, G. Iosifidis, M. Liu, IEEE 6th World Forum on Internet of Things. WF-IoT 2020.
A Distributed Markovian Parking Assist System
M. Liu, J.N. Sawaya, Y. Gu, F. Lecue, R. Shorten, IEEE Transactions on Intelligent Transportation Systems. ITS 2018.
Identification of New Patterns in Urban Traffic System
Y. Gu, E. Crisostomi, M. Liu, R. Shorten, IEEE Conference on Control Technology and Applications. CCTA 2018.
Bayesian classifier for Route prediction with Markov chains
J.P. Epperlein, J. Monteil, M. Liu, Y. Gu, S. Zhuk, R. Shorten, 21st International Conference on Intelligent Transportation System. ITSC 2018.
On the Design of an Intelligent Speed Advisory System for Cyclists
Y. Gu, M. Liu, M. Souza, R. Shorten, 21st International Conference on Intelligent Transportation Systems (ITSC), ITSC 2018.
A new take on protecting cyclists in smart cities
A. Herrmann, M. Liu, F. Pilla, R. Shorten, IEEE Transactions on Intelligent Transportation Systems, ITS 2018.
Pedestrian-aware engine management strategies for plug-in hybrid electric vehicles
Y. Gu, M. Liu, J.N. Sawaya, E. Crisostomi, G. Russo, R. Shorten, IEEE Transactions on Intelligent Transportation Systems, ITS 2018.
On the stability and convergence of a class of consensus systems with a nonlinear input
M Liu, F Wirth, M Corless, R Shorten, Automatica.
Smart procurement of naturally generated energy (sponge) for plug-in hybrid electric buses
J.N. Sawaya, E. Crisostomi, M. Liu, Y. Gu, R Shorten, IEEE Transactions on Automation Science and Engineering.
A distributed and privacy-aware speed advisory system for optimizing conventional and electric vehicle networks
M. Liu, R.H. Hurtado, F. Wirth, Y. Gu, E. Crisostomi, R Shorten, IEEE Transactions on Intelligent Transportation Systems, ITS 2015.
An intelligent speed advisory system for electric vehicles
M. Liu, R.H. Hurtado, F. Wirth, Y. Gu, E. Crisostomi, R Shorten, International Conference on Connected Vehicles and Expo, ICCVE 2015.
Enhanced AIMD-based decentralized residential charging of EVs
M. Liu, S. McLoone, Transactions of Institute of Measurement and Control, TIMC 2015.
Residential electrical vehicle charging strategies: the good, the bad and the ugly
M. Liu, P. McdNamara, R. Shorten, S. McLoone, Journal of Modern Power Systems and Clean Energy.
Topics in Electromobility and Related Applications
M. Liu National University of Ireland Maynooth, (PhD Thesis).
Optimal distributed consensus algorithm for fair V2G power dispatch in a microgrid
M. Liu, E. Crisostomi, Y. Gu, R. Shorten, IEEE International Electric Vehicule Conference, IEVC 2014.
Optimal consensus for highway speed limits via intelligent speed advisory systems
Y. Gu, M. Liu, E. Crisostomi, R. Shorten, International Conference on Connected Vehicles and Expo, ICCVE 2014.
Plug-and-play distributed algorithms for optimized power generation in a microgrid
E. Crisostomi, M. Liu, M. Raugi, R. Shorten, IEEE Transactions on Smart Grid.
Distributed consensus charging for current unbalance reduction
M. Liu, P. McNamara, R. Shorten, S. McLoone, 19th IFAC World Congress, IFAC 2014.
On-off based charging strategies for EVs connected to a Low Voltage distributon network
M. Liu, S. Studli, R. Middleton, S. McLoone, R. Shorten, J. Braslavsky, 13th IEEE PES Asia-Pacific Power and Energy Engineering Conference.
Optimal Distributed Power Generation for Thermal and Electrical Scheduling in a Microgrid
M. Liu, E. Crisostomi, M. Raugi, R. Shorten, 4th IEEE PES Innovative Smart Grid Technologies Europe, ISGT 2013.
Applying a QoS-based Fleet Dimension Method to Reduce Fleet Emissions
M. Liu, W. Griggs, C. King, F. Wirth, P. Borrel, International Conference on Connected Vehicles and Expo, ICCVE 2013.
Investigation of AIMD Based Charging Strategies for EVs Connected to a Low-Voltage Distribution Network
M. Liu, S. McLoone, International Conference on Intelligent Computing for Sustainable Energy and Environment.
Fair Charging Strategies for EVs Connected to a Low-Voltage Distribution Network
M. Liu, P. McNamara, S. McLoone, 4th IEEE PES Innovative Smart Grid Technologies Europe, ISGT Europe 2013.