13 citations · 15 across the 3 of their papers we have counts for
4 papers
Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles
Yuantao Fan, Zhenkan Wang, Sepideh Pashami +2
Accurate energy consumption prediction is crucial for optimizing the operation of electric commercial heavy-duty vehicles, e.g., route planning for charging. Moreover, understandin…
Explainable Predictive Maintenance
Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan +13
Explainable Artificial Intelligence (XAI) fills the role of a critical interface fostering interactions between sophisticated intelligent systems and diverse individuals, including…
Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing Models
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson
The traditional paradigm for developing machine prognostics usually relies on generalization from data acquired in experiments under controlled conditions prior to deployment of th…
Exploring home robot capabilities by medium fidelity prototyping
Martin Cooney, Sepideh Pashami, Yuantao Fan +9
In order for autonomous robots to be able to support people's well-being in homes and everyday environments, new interactive capabilities will be required, as exemplified by the so…