1-1 of 1
Keywords: artificial intelligence
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves

Quan Zhou, Chongming Wang, Zeyu Sun, Ji Li, Huw Williams, Hongming Xu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030907.
Paper No: JEECS-21-1018
https://doi.org/10.1115/1.4050798
Published Online: April 29, 2021
... based on charging curves, a human-knowledge-augmented Gaussian process regression (HAGPR) model is proposed by incorporating two promising artificial intelligence techniques, i.e., the Gaussian process regression (GPR) and the adaptive neural fuzzy inference system (ANFIS). Human knowledge on voltage...
View Article titled, Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves
Open the PDF for Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves in another window
Topics: Batteries, Cycles, Feature extraction, Lithium-ion batteries, Testing, Errors, Battery life, Artificial intelligence