Lithium-ion battery estimation in online framework using extreme gradient boosting machine learning approach

S Jafari, Z Shahbazi, YC Byun, SJ Lee - Mathematics, 2022 - mdpi.com
The battery management system in an electric vehicle must be reliable and durable to
forecast the state of charge. Considering that battery degradation is generally nonlinear …

An efficient algorithm for optimal route node sensing in smart tourism Urban traffic based on priority constraints

X Ding, R Yao, E Khezri - Wireless Networks, 2023 - Springer
The public transportation system is now dealing with a number of problems brought on by
the sharp increase in automobile ownership in cities as well as the buildup of vehicles as a …

Prediction of the battery state using the digital twin framework based on the battery management system

S Jafari, YC Byun - IEEE Access, 2022 - ieeexplore.ieee.org
Electric Vehicles (EVs) reliance on batteries, which currently have lower energy and power
densities than liquid fuels and are prone to aging and performance degradation over time …

Xgboost-based remaining useful life estimation model with extended kalman particle filter for lithium-ion batteries

S Jafari, YC Byun - Sensors, 2022 - mdpi.com
The instability and variable lifetime are the benefits of high efficiency and low-cost issues in
lithium-ion batteries. An accurate equipment's remaining useful life prediction is essential for …

Improving the road and traffic control prediction based on fuzzy logic approach in multiple intersections

S Jafari, Z Shahbazi, YC Byun - Mathematics, 2022 - mdpi.com
Traffic congestion is a significant issue in many countries today. The suggested method is a
novel control method based on multiple intersections considering the kind of traffic light and …

Enhancing energy efficiency in connected vehicles for traffic flow optimization

Z Shahbazi, S Nowaczyk - Smart Cities, 2023 - mdpi.com
In urban settings, the prevalence of traffic lights often leads to fluctuations in traffic patterns
and increased energy utilization among vehicles. Recognizing this challenge, this research …

Fiber optic acoustic sensing to understand and affect the rhythm of the cities: proof-of-concept to create data-driven urban mobility models

L García, S Mota, M Titos, C Martínez, JC Segura… - Remote Sensing, 2023 - mdpi.com
In the framework of massive sensing and smart sustainable cities, this work presents an
urban distributed acoustic sensing testbed in the vicinity of the School of Technology and …

Measuring resident participation in the renewal of older residential Communities in China under policy change

J Wu, W Li, W Xu, L Yuan - Sustainability, 2023 - mdpi.com
There is a growing global trend to encourage citizen participation in solving urban problems,
and there is worldwide consensus that the public voice needs to be considered. This study …

Optimized intersection signal timing: An intelligent approach-based study for sustainable models

HK An, M Awais Javeed, G Bae, N Zubair… - Sustainability, 2022 - mdpi.com
With the development of intelligent transportation systems, research into intelligent traffic
signal control has received considerable attention. To date, many traffic signal control …

Model predictive traffic control by bi-level optimization

K Stoilova, T Stoilov - Applied Sciences, 2022 - mdpi.com
A bi-level model for traffic signal optimization is developed. The model predictive framework
is applied for traffic control in an urban traffic network. The potential of the bi-level …