activity
20162023
most citedPrivacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles using Federated Learning

32 citations · 73 across the 5 of their papers we have counts for

collaborators

7 papers

cs.LG2023★ 32 cited

Privacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles using Federated Learning

Sen Yan, Hongyuan Fang, Ji Li +3

Battery Electric Vehicles (BEVs) are increasingly significant in modern cities due to their potential to reduce air pollution. Precise and real-time estimation of energy consumptio…

physics.soc-ph2023★ 15 cited

U-Park: A User-Centric Smart Parking Recommendation System for Electric Shared Micromobility Services

Sen Yan, Noel E. O'Connor, Mingming Liu

Electric Shared Micromobility Services (ESMS) has become a vital element within the Mobility as a Service framework, contributing to sustainable transportation systems. However, ex…

eess.SY2021

MPC-CSAS: Multi-Party Computation for Real-time Privacy-preserving Speed Advisory Systems

Mingming Liu, Long Cheng, Yingqi Gu +3

As a part of Advanced Driver Assistance Systems (ADASs), Consensus-based Speed Advisory Systems (CSAS) have been proposed to recommend a common speed to a group of vehicles for spe…

eess.SY2020★ 26 cited

A Fair and Privacy-Aware EV Discharging Strategy using Decentralized Whale Optimization Algorithm for Minimizing Cost of EVs and the EV Aggregator

Yingqi Gu, Mingming Liu

A key motivation to fasten roll-out of electric vehicles (EVs) to the market is to implement Vehicle-to-Grid (V2G) functionalities. With V2G in place, EV owners can have extra free…

math.OC2017

A New Take on Protecting Cyclists in Smart Cities

Adam Herrmann, Mingming Liu, Robert Shorten

Pollution in urban centres is becoming a major societal problem. While pollution is a concern for all urban dwellers, cyclists are one of the most exposed groups due to their proxi…

eess.SY2016

Pedestrian-Aware Engine Management Strategies for Plug-in Hybrid Electric Vehicles

Yingqi Gu, Mingming Liu, Joe Naoum-Sawaya +3

Electric Vehicles (EVs) and Plug-in Hybrid Electric Vehicles (PHEVs) are increasingly being seen as a means of mitigating the pressing concerns of traffic-related pollution. While…