Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications

Lithium-ion battery packs are critical to ensure the operational reliability and service life of spacecraft. The battery pack health diagnosis is meaningful for reasonable mission plan and proper control actions of spacecraft. However, the characters of space application scenarios include periodic c...

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Published inIEEE transactions on industrial electronics (1982) Vol. 68; no. 12; pp. 12375 - 12384
Main Authors Song, Yuchen, Peng, Yu, Liu, Datong
Format Journal Article
LanguageEnglish
Published New York IEEE 01.12.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Batteries
Degradation
Diagnosis
Discharge
Discharge process modeling
Discharges (electric)
Electronic countermeasures
Equivalent circuits
Estimation
improved equivalent circuit model (ECM)
Lithium
Lithium-ion batteries
lithium-ion battery pack
Lookup tables
model-based health diagnosis
Rechargeable batteries
Service life
Space applications
space operating conditions
Space vehicles
Spacecraft
Spacecraft reliability
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Abstract Lithium-ion battery packs are critical to ensure the operational reliability and service life of spacecraft. The battery pack health diagnosis is meaningful for reasonable mission plan and proper control actions of spacecraft. However, the characters of space application scenarios include periodic charge and discharge, nearly constant discharge current, low electric current rate, and fixed depth of discharge, which bring challenges to battery pack state-of-health estimation. Considering these characters, this article proposes a health diagnosis approach for lithium-ion battery pack based on an improved equivalent circuit model. First, an empirical model is introduced into the standard first-order equivalent circuit model to improve the accuracy of discharge process modeling under constant current. Furthermore, a parameter lookup table is developed to simulate the complete discharge based on the in-orbit partial discharge. Finally, the battery pack complete discharge process is virtually conducted to realize battery pack capacity estimation. The proposed method just satisfies the special operating conditions in space applications. The proposed method is validated based on a real tested lithium-ion battery pack. And the results indicate that the proposed method can realize the high-accurate health diagnosis for both battery pack and its inner cells under space operating conditions, which illustrate the adaptability and applicability of the proposed method in space applications.
AbstractList Lithium-ion battery packs are critical to ensure the operational reliability and service life of spacecraft. The battery pack health diagnosis is meaningful for reasonable mission plan and proper control actions of spacecraft. However, the characters of space application scenarios include periodic charge and discharge, nearly constant discharge current, low electric current rate, and fixed depth of discharge, which bring challenges to battery pack state-of-health estimation. Considering these characters, this article proposes a health diagnosis approach for lithium-ion battery pack based on an improved equivalent circuit model. First, an empirical model is introduced into the standard first-order equivalent circuit model to improve the accuracy of discharge process modeling under constant current. Furthermore, a parameter lookup table is developed to simulate the complete discharge based on the in-orbit partial discharge. Finally, the battery pack complete discharge process is virtually conducted to realize battery pack capacity estimation. The proposed method just satisfies the special operating conditions in space applications. The proposed method is validated based on a real tested lithium-ion battery pack. And the results indicate that the proposed method can realize the high-accurate health diagnosis for both battery pack and its inner cells under space operating conditions, which illustrate the adaptability and applicability of the proposed method in space applications.
Author Song, Yuchen
Liu, Datong
Peng, Yu
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Cites_doi 10.1016/j.est.2018.11.020
10.1016/j.apenergy.2017.05.176
10.1109/TIE.2017.2701790
10.1109/TVT.2019.2927120
10.1016/j.energy.2016.02.163
10.2172/1186745
10.1109/ESPC47532.2019.9049261
10.1016/j.apenergy.2016.07.126
10.1016/j.rser.2019.109254
10.1016/j.rser.2019.05.042
10.1115/1.4042987
10.1016/j.microrel.2017.06.045
10.1109/TIE.2020.3001836
10.1109/MAES.2011.5936184
10.1007/978-3-642-00296-0_5
10.1016/j.electacta.2018.02.020
10.1016/j.apenergy.2017.07.030
10.1109/TII.2012.2222650
10.1016/j.est.2020.101250
10.1109/TIE.2015.2461523
10.1109/TIE.2018.2880703
10.1016/j.egypro.2017.03.816
10.1016/j.apenergy.2016.08.138
10.1016/j.jpowsour.2019.227544
10.1016/j.apenergy.2019.04.108
10.1016/j.jpowsour.2018.10.019
10.1109/I2MTC.2019.8827097
10.1109/TPEL.2018.2877294
10.1109/TIE.2018.2880668
10.1016/j.cja.2017.11.010
10.1016/j.apenergy.2016.01.125
10.1016/j.energy.2020.116944
10.1016/j.jpowsour.2013.11.101
10.1016/j.jpowsour.2006.01.052
10.1080/01621459.1972.10481251
10.1016/S0076-6879(04)84011-4
10.1016/j.jpowsour.2017.11.068
10.1109/ACCESS.2020.2992206
10.3390/en12244772
10.1016/j.jclepro.2018.06.182
10.1109/TIE.2018.2889623
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References ref35
ref34
ref12
ref37
ref15
ref36
ref14
ref31
ref30
ref33
ref11
ref32
ref10
ref2
ref1
ref39
ref17
ref38
ref16
ref19
ref18
abdi (ref42) 0
ref24
ref23
ref26
ref25
ref20
ref41
ref22
ref21
ref43
ref28
ref27
ref29
ref8
ref7
ref9
porto (ref13) 2020
ref4
ref3
ref6
ref5
ref40
References_xml – ident: ref25
  doi: 10.1016/j.est.2018.11.020
– ident: ref28
  doi: 10.1016/j.apenergy.2017.05.176
– ident: ref20
  doi: 10.1109/TIE.2017.2701790
– ident: ref21
  doi: 10.1109/TVT.2019.2927120
– ident: ref18
  doi: 10.1016/j.energy.2016.02.163
– ident: ref34
  doi: 10.2172/1186745
– ident: ref37
  doi: 10.1109/ESPC47532.2019.9049261
– start-page: 508
  year: 0
  ident: ref42
  article-title: The Kendall rank correlation coefficient
  publication-title: Encyclopedia of Measurement and Statistics N
– ident: ref17
  doi: 10.1016/j.apenergy.2016.07.126
– ident: ref5
  doi: 10.1016/j.rser.2019.109254
– ident: ref7
  doi: 10.1016/j.rser.2019.05.042
– ident: ref26
  doi: 10.1115/1.4042987
– ident: ref4
  doi: 10.1016/j.microrel.2017.06.045
– year: 2020
  ident: ref13
  article-title: A discussion on algorithms for health monitoring, fault prognosis and RUL prediction of aerospace and automotive equipment
  publication-title: SAE Tech Paper 2019-36-0264
– ident: ref6
  doi: 10.1109/TIE.2020.3001836
– ident: ref36
  doi: 10.1109/MAES.2011.5936184
– ident: ref41
  doi: 10.1007/978-3-642-00296-0_5
– ident: ref2
  doi: 10.1016/j.electacta.2018.02.020
– ident: ref33
  doi: 10.1016/j.apenergy.2017.07.030
– ident: ref11
  doi: 10.1109/TII.2012.2222650
– ident: ref31
  doi: 10.1016/j.est.2020.101250
– ident: ref40
  doi: 10.1109/TIE.2015.2461523
– ident: ref19
  doi: 10.1109/TIE.2018.2880703
– ident: ref29
  doi: 10.1016/j.egypro.2017.03.816
– ident: ref22
  doi: 10.1016/j.apenergy.2016.08.138
– ident: ref3
  doi: 10.1016/j.jpowsour.2019.227544
– ident: ref10
  doi: 10.1016/j.apenergy.2019.04.108
– ident: ref15
  doi: 10.1016/j.jpowsour.2018.10.019
– ident: ref8
  doi: 10.1109/I2MTC.2019.8827097
– ident: ref23
  doi: 10.1109/TPEL.2018.2877294
– ident: ref32
  doi: 10.1109/TIE.2018.2880668
– ident: ref35
  doi: 10.1016/j.cja.2017.11.010
– ident: ref16
  doi: 10.1016/j.apenergy.2016.01.125
– ident: ref30
  doi: 10.1016/j.energy.2020.116944
– ident: ref9
  doi: 10.1016/j.jpowsour.2013.11.101
– ident: ref38
  doi: 10.1016/j.jpowsour.2006.01.052
– ident: ref43
  doi: 10.1080/01621459.1972.10481251
– ident: ref39
  doi: 10.1016/S0076-6879(04)84011-4
– ident: ref12
  doi: 10.1016/j.jpowsour.2017.11.068
– ident: ref27
  doi: 10.1109/ACCESS.2020.2992206
– ident: ref24
  doi: 10.3390/en12244772
– ident: ref14
  doi: 10.1016/j.jclepro.2018.06.182
– ident: ref1
  doi: 10.1109/TIE.2018.2889623
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Snippet Lithium-ion battery packs are critical to ensure the operational reliability and service life of spacecraft. The battery pack health diagnosis is meaningful...
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SubjectTerms Batteries
Degradation
Diagnosis
Discharge
Discharge process modeling
Discharges (electric)
Electronic countermeasures
Equivalent circuits
Estimation
improved equivalent circuit model (ECM)
Lithium
Lithium-ion batteries
lithium-ion battery pack
Lookup tables
model-based health diagnosis
Rechargeable batteries
Service life
Space applications
space operating conditions
Space vehicles
Spacecraft
Spacecraft reliability
Title Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications
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