[HTML][HTML] Design of experiments applied to lithium-ion batteries: A literature review

LA Román-Ramírez, J Marco - Applied Energy, 2022 - Elsevier
The statistical design of experiments methodology (DoE) has been a valuable tool since its
conception for the understanding of the relationship between factors and responses …

Identifying main factors of capacity fading in lithium ion cells using orthogonal design of experiments

L Su, J Zhang, C Wang, Y Zhang, Z Li, Y Song, T Jin… - Applied Energy, 2016 - Elsevier
The aging rate under cycling conditions for lithium-ion cells is affected by many factors.
Seven principal factors are systematically examined using orthogonal design of …

A Bayesian approach for Li-Ion battery capacity fade modeling and cycles to failure prognostics

J Guo, Z Li, M Pecht - Journal of Power Sources, 2015 - Elsevier
Battery capacity fade occurs when battery capacity, measured in Ampere-hours, degrades
over the number of charge/discharge cycles. This is a comprehensive result of various …

Lithium-ion battery management system for electric vehicles

L Li, Z Li, J Zhao, W Guo - International Journal of Performability …, 2018 - ijpe-online.com
Lithium-ion batteries have been widely used as energy storage for electric vehicles (EV) due
to their high power density and long lifetime. The high capacity and large quantity of battery …

Prognostics of Lithium ion battery using functional principal component analysis

J Guo, Z Li - … IEEE International Conference on Prognostics and …, 2017 - ieeexplore.ieee.org
Lithium ion batteries are widely used for energy storage. Its capacity degradation modeling
and cycle to failure estimation has become very significant. Repeated capacity …

Advanced modelling and technico-economic optimization of operation strategies of electrochemical storage systems accounting for cycling constraints

AV Rodriguez - 2023 - pastel.hal.science
The amount of variable renewable energy sources (vRES) integrated to the electrical grid
has continued to increase to reduce greenhouse gas emissions. Because of their …

[图书][B] Auslegungsaspekte von Batteriepacks und Batteriemanagement-Systemen

KB Holve - 2018 - search.proquest.com
Abstract Im Rahmen der vorliegenden Arbeit werden unterschiedliche Methoden zur
Ladezustandsbestimmung implementiert und die Auswirkungen von Fehlerpotentialen auf …

A Mean-Covariance decomposition modeling method for battery capacity prognostics

J Guo, Z Li - … on Sensing, Diagnostics, Prognostics, and Control …, 2017 - ieeexplore.ieee.org
Lithium Ion batteries usually degrade to an unacceptable capacity level after hundreds or
even thousands of cycles. The continuously observed capacity fade data over time and their …

[图书][B] Prognostic Methodologies for Repeated Measurement Data of Multiple Units

J Guo - 2018 - search.proquest.com
This research investigates prognostics modeling methods on repeated measurement data of
multiple units in order to improve the prediction accuracy and facilitate effective predictive …

Quantifying Service Value Using Bayesian Modeling

W Shi, J Drzymalski, J Li - IIE Annual Conference …, 2017 - search.proquest.com
The service industry today is the largest and fastest growing contribution to most global
economies. Due to its often intangible nature, a methodology for quantifying service value …