Widanalage Dhammika Widanage

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

Automatic Relevance Determination

Gaussian Process Regression

Recurrent Neural Networks

Top Venues

IEEE Trans. Ind. Electron.

IEEE Trans. Ind. Informatics

Publications

Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, Widanalage Dhammika Widanage, Theodoros Damoulas
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. CoRR (2023)
Freja Vandeputte, Noël Hallemans, Jishnu Ayyangatu Kuzhiyil, Nessa Fereshteh Saniee, Widanalage Dhammika Widanage, John Lataire
Frequency domain parametric estimation of fractional order impedance models for Li-ion batteries. CoRR (2023)
Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, Widanalage Dhammika Widanage, Theodoros Damoulas
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. CLeaR (2023)
Noël Hallemans, David Howey, Alberto Battistel, Nessa Fereshteh Saniee, Federico Scarpioni, Benny Wouters, Fabio La Mantia, Annick Hubin, Widanalage Dhammika Widanage, John Lataire
Electrochemical impedance spectroscopy beyond linearity and stationarity - a critical review. CoRR (2023)
Kotub Uddin, James Schofield, Widanalage Dhammika Widanage
State of Health Estimation of Lithium-Ion Batteries in Vehicle-to-Grid Applications Using Recurrent Neural Networks for Learning the Impact of Degradation Stress Factors. CoRR (2022)
Truong Minh Ngoc Bui, Muhammad Sheikh, Truong Q. Dinh, Aniruddha Gupta, Widanalage Dhammika Widanage, James Marco
A Study of Reduced Battery Degradation Through State-of-Charge Pre-Conditioning for Vehicle-to-Grid Operations. IEEE Access 9 (2021)
Kailong Liu, Xiaosong Hu, Huiyu Zhou, Lei Tong, Widanalage Dhammika Widanage, James Marco
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification. CoRR (2021)
Kailong Liu, Yunlong Shang, Quan Ouyang, Widanalage Dhammika Widanage
A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery. IEEE Trans. Ind. Electron. 68 (4) (2021)
Xiaopeng Tang, Kailong Liu, Kang Li, Widanalage Dhammika Widanage, Emma Kendrick, Furong Gao
Recovering large-scale battery aging dataset with machine learning. Patterns 2 (8) (2021)
Kailong Liu, Yi Li, Xiaosong Hu, Mattin Lucu, Widanalage Dhammika Widanage
Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries. IEEE Trans. Ind. Informatics 16 (6) (2020)
James Jeffs, Andrew McGordon, Alessandro Picarelli, Simon Robinson, Widanalage Dhammika Widanage
System level heat pump model for investigations into thermal management of electric vehicles at low temperatures. Modelica (2019)
Anna Marconato, Maarten Schoukens, Koen Tiels, Widanalage Dhammika Widanage, Amjad Abu-Rmileh, Johan Schoukens
Comparison of several data-driven nonlinear system identification methods on a simplified glucoregulatory system example. CoRR (2018)
Widanalage Dhammika Widanage, John L. Douce, Keith R. Godfrey
Effects of Overlapping and Windowing on Frequency Response Function Estimates of Systems With Random Inputs. IEEE Trans. Instrum. Meas. 58 (1) (2009)
Johan Schoukens, Widanalage Dhammika Widanage, Keith R. Godfrey, Rik Pintelon
Initial estimates for the dynamics of a Hammerstein system. Autom. 43 (7) (2007)