7 citations · 30 across the 20 of their papers we have counts for
4 papers · 1 filter
Robust State of Health Estimation of Lithium-ion Batteries Using Convolutional Neural Network and Random Forest
Niankai Yang, Ziyou Song, Heath Hofmann +1
The State of Health (SOH) of lithium-ion batteries is directly related to their safety and efficiency, yet effective assessment of SOH remains challenging for real-world applicatio…
Individual Cell Fault Detection for Parallel-Connected Battery Cells Based on the Statistical Model and Analysis
Ziyou Song, Fanny Pinto Delgado, Jun Hou +2
Fault diagnosis is extremely important to the safe operation of Lithium-ion batteries. To avoid severe safety issues (e.g., thermal runaway), initial faults should be timely detect…
Engine and Aftertreatment Co-Optimization of Connected HEVs via Multi-Range Vehicle Speed Planning and Prediction
Qiuhao Hu, Mohammad Reza Amini, Yiheng Feng +7
Connected vehicles (CVs) have situational awareness that can be exploited for control and optimization of the powertrain system. While extensive studies have been carried out for e…
Integrated Power and Thermal Management of Connected HEVs via Multi-Horizon MPC
Qiuhao Hu, Mohammad Reza Amini, Hao Wang +2
In this paper, a multi-horizon model predictive controller (MH-MPC) is developed for integrated power and thermal management (iPTM) of a power-split hybrid electric vehicle (HEV).…