Comprehensive Study on Reliability, Deterioration, and Ageing
of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed
after a Storage Period Using Functional Data Analysis and
Non-Parametric Back up

J 2023

Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up

VALIŠ, David, Jiří HLINKA, Jan KOLÁČEK, Petr PROCHÁZKA, Ondřej POKORA et. al.

Basic information

Original name

Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up

Authors

VALIŠ, David (203 Czech Republic), Jiří HLINKA (203 Czech Republic), Jan KOLÁČEK (203 Czech Republic, guarantor, belonging to the institution), Petr PROCHÁZKA (203 Czech Republic), Ondřej POKORA (203 Czech Republic, belonging to the institution), Radoslav CIPÍN (203 Czech Republic) and Rostislav KOŠTIAL (203 Czech Republic)

Edition

Engineering Failure Analysis, Elsevier Ltd, 2023, 1350-6307

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

10103 Statistics and probability

Country of publisher

United Kingdom of Great Britain and Northern Ireland

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

URL

Impact factor

Impact factor: 4.000 in 2022

RIV identification code

RIV/00216224:14310/23:00131867

Organization unit

Faculty of Science

DOI

http://dx.doi.org/10.1016/j.engfailanal.2023.107661

UT WoS

001087004700001

Keywords in English

Battery deterioration; Battery reliability; Electric propulsion; Performability and capability modelling

Abstract

V originále

Issues related to sources of electrical energy are not only currently relevant but are also increasing in number. A high-quality and stable source of electrical energy is an essential part and requirement in many technical systems of today. The power source is expected to meet quality, stability, and safety requirements crucial in systems whose operation is entirely dependent on the electrical energy source. It is even more important if the consequences of its failure have a catastrophic impact on the system, the operator, people, or the environment. This article is concerned with issues not yet addressed. The content of the article observes the properties and reliability indicators in Li-ion batteries that are the source of energy of an electric airplane and which have been stored for several years. The properties of these Li-ion cells are examined in several stages. The first one is based on i) extensive experiments, the next on ii) a study of the results, modelling, and simulations and, subsequently, on iii) a comparison of the results with new, non-stored batteries. The modelling is performed using modern and up to date methods of non-parametric functional analysis that have not yet been applied. In order to obtain useful time of safe operation, primary focus was directed at studying and modelling safe operating time of the battery. The achieved outcomes for long-term stored batteries are compared to new batteries outcomes. The results not only extend the knowledge of Li-ion batteries but are applicable far beyond the aviation industry. The obtained results show that operating aircraft when using batteries stored for several years ought to be safe. The stored batteries did not show a higher rate of quality or reliability degradation.

Links

MUNI/A/1132/2022, interní kód MU

Name: Matematické a statistické modelování 7

Investor: Masaryk University

Citovat

VALIŠ, David, Jiří HLINKA, Jan KOLÁČEK, Petr PROCHÁZKA, Ondřej POKORA, Radoslav CIPÍN and Rostislav KOŠTIAL. Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up. Engineering Failure Analysis. Elsevier Ltd, 2023, vol. 154, December 2023, p. 1-27. ISSN 1350-6307. Available from: https://dx.doi.org/10.1016/j.engfailanal.2023.107661.

@article{2323298,
   author = {Vališ, David and Hlinka, Jiří and Koláček, Jan and Procházka, Petr and Pokora, Ondřej and Cipín, Radoslav and Koštial, Rostislav},
   article_number = {December 2023},
   doi = {http://dx.doi.org/10.1016/j.engfailanal.2023.107661},
   keywords = {Battery deterioration; Battery reliability; Electric propulsion; Performability and capability modelling},
   language = {eng},
   issn = {1350-6307},
   journal = {Engineering Failure Analysis},
   title = {Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up},
   url = {https://doi.org/10.1016/j.engfailanal.2023.107661},
   volume = {154},
   year = {2023}
}

TY  - JOUR
ID  - 2323298
AU  - Vališ, David - Hlinka, Jiří - Koláček, Jan - Procházka, Petr - Pokora, Ondřej - Cipín, Radoslav - Koštial, Rostislav
PY  - 2023
TI  - Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up
JF  - Engineering Failure Analysis
VL  - 154
IS  - December 2023
SP  - 1-27
EP  - 1-27
PB  - Elsevier Ltd
SN  - 13506307
KW  - Battery deterioration
KW  - Battery reliability
KW  - Electric propulsion
KW  - Performability and capability modelling
UR  - https://doi.org/10.1016/j.engfailanal.2023.107661
N2  - Issues related to sources of electrical energy are not only currently relevant but are also increasing in number. A high-quality and stable source of electrical energy is an essential part and requirement in many technical systems of today. The power source is expected to meet quality, stability, and safety requirements crucial in systems whose operation is entirely dependent on the electrical energy source. It is even more important if the consequences of its failure have a catastrophic impact on the system, the operator, people, or the environment. This article is concerned with issues not yet addressed. The content of the article observes the properties and reliability indicators in Li-ion batteries that are the source of energy of an electric airplane and which have been stored for several years. The properties of these Li-ion cells are examined in several stages. The first one is based on i) extensive experiments, the next on ii) a study of the results, modelling, and simulations and, subsequently, on iii) a comparison of the results with new, non-stored batteries. The modelling is performed using modern and up to date methods of non-parametric functional analysis that have not yet been applied. In order to obtain useful time of safe operation, primary focus was directed at studying and modelling safe operating time of the battery. The achieved outcomes for long-term stored batteries are compared to new batteries outcomes. The results not only extend the knowledge of Li-ion batteries but are applicable far beyond the aviation industry. The obtained results show that operating aircraft when using batteries stored for several years ought to be safe. The stored batteries did not show a higher rate of quality or reliability degradation.
ER  -

VALIŠ, David, Jiří HLINKA, Jan KOLÁČEK, Petr PROCHÁZKA, Ondřej POKORA, Radoslav CIPÍN and Rostislav KOŠTIAL. Comprehensive Study on Reliability, Deterioration, and Ageing of Lithium-Ion Batteries in Electric-Powered Aircraft Assessed after a Storage Period Using Functional Data Analysis and Non-Parametric Back up. \textit{Engineering Failure Analysis}. Elsevier Ltd, 2023, vol.~154, December 2023, p.~1-27. ISSN~1350-6307. Available from: https://dx.doi.org/10.1016/j.engfailanal.2023.107661.

Detailed Information on Publication Record