Skip to main content

2020 | OriginalPaper | Buchkapitel

Comprehensive Evaluation Model of Decommissioned Battery for Electric Vehicles Based on AHP-CRITIC

verfasst von : Na Yu, Feng Li, Xiaoyu Han, Jinlan Hu, Yajing Gao, Dongwei Li, Yuhan Liu

Erschienen in: Proceedings of PURPLE MOUNTAIN FORUM 2019-International Forum on Smart Grid Protection and Control

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the rapid development of new energy vehicles in China, the trend of decommissioning of power batteries has arrived, and the stagger utilization of decommissioned power batteries has become the focus of the industry. Once a power battery is decommissioned, the retired power battery needs to undergo relevant tests and evaluations before it can be carried out the cascade development and utilization. In this paper, we creatively propose the AHP-CRITIC method. Firstly, according to the health characteristics of the decommissioned power batteries, the improved K-means cluster analysis is used to analyze the curve characteristics of the decommissioned power batteries. Secondly, for the economic indicators of decommissioned batteries, we take advantage of the AHP-CRITIC method to evaluate the decommissioned power batteries. Then, a comprehensive evaluation model that synthetically considers the health characteristics and economics of decommissioned power batteries is established. Finally, an example is given to verify the effectiveness of the proposed evaluation model.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Li J et al (2015) Prospects for electric energy storage technology under the background of energy internet. Autom Electr Power Syst 39(23):15–25 Li J et al (2015) Prospects for electric energy storage technology under the background of energy internet. Autom Electr Power Syst 39(23):15–25
2.
Zurück zum Zitat Liu J (2017) Application potential and cost analysis of energy storage of retired batteries for electric vehicles. Energy Storage Science and Technology 6(2):243–249 Liu J (2017) Application potential and cost analysis of energy storage of retired batteries for electric vehicles. Energy Storage Science and Technology 6(2):243–249
3.
Zurück zum Zitat He W, Zhao G, Wenlong Wu et al (2016) Performance analysis of retired batteries for pure electric bus under charging mode. Power Technol 40(7):1412–1415 He W, Zhao G, Wenlong Wu et al (2016) Performance analysis of retired batteries for pure electric bus under charging mode. Power Technol 40(7):1412–1415
4.
Zurück zum Zitat Li X, Chen Q, Guan Y et al (2013) Characteristic analysis of lithium ion power battery with echelon utilization. Power Technol 37(11):1940–1943 Li X, Chen Q, Guan Y et al (2013) Characteristic analysis of lithium ion power battery with echelon utilization. Power Technol 37(11):1940–1943
5.
Zurück zum Zitat Hu S et al (2019) Power system risk dispatch considering flexible load of decommissioned batteries. Autom Electr Power Syst, 1–9 Hu S et al (2019) Power system risk dispatch considering flexible load of decommissioned batteries. Autom Electr Power Syst, 1–9
6.
Zurück zum Zitat Bai W, Li N, Fan M et al (2017) Research on engineering technology route of massive echelon utilization battery energy storage system. North China Electr Power Technol (3):39–45 Bai W, Li N, Fan M et al (2017) Research on engineering technology route of massive echelon utilization battery energy storage system. North China Electr Power Technol (3):39–45
7.
Zurück zum Zitat Li N et al (2017) Research on the consistency maintenance method of step-by-step battery energy storage system. Chin Foreign Energy 22(4):89–96 Li N et al (2017) Research on the consistency maintenance method of step-by-step battery energy storage system. Chin Foreign Energy 22(4):89–96
8.
Zurück zum Zitat Xu J (2014) Study on the variation of capacity and internal resistance of cascade utilization of lithium ion batteries. Beijing Jiaotong University Xu J (2014) Study on the variation of capacity and internal resistance of cascade utilization of lithium ion batteries. Beijing Jiaotong University
9.
Zurück zum Zitat Zou Y (2014) Modeling and parameter estimating based on capacity, internal resistance and charge state of decommissioned lithium power batteries. Central South University Zou Y (2014) Modeling and parameter estimating based on capacity, internal resistance and charge state of decommissioned lithium power batteries. Central South University
10.
Zurück zum Zitat Sun D, Xu S (2018) Health status prediction of lithium batteries by cascade utilization. J Electr Technol 33(9):2021–2029 Sun D, Xu S (2018) Health status prediction of lithium batteries by cascade utilization. J Electr Technol 33(9):2021–2029
11.
Zurück zum Zitat Zeyu M et al (2014) Balance strategy design for cascade utilization of lithium batteries in energy storage systems. Autom Electr Power Syst 38(03):106–111 Zeyu M et al (2014) Balance strategy design for cascade utilization of lithium batteries in energy storage systems. Autom Electr Power Syst 38(03):106–111
12.
Zurück zum Zitat Zhao M et al (2016) Emergency power supply strategy for electric vehicles based on fuzzy k-means algorithm. Autom Electr Power Syst 5:91–95 Zhao M et al (2016) Emergency power supply strategy for electric vehicles based on fuzzy k-means algorithm. Autom Electr Power Syst 5:91–95
13.
Zurück zum Zitat Zhao H, Li N (2016) Performance evaluation for sustainability of strong smart grid by using stochastic AHP and fuzzy TOPSIS methods. Sustainability 8(2):129CrossRef Zhao H, Li N (2016) Performance evaluation for sustainability of strong smart grid by using stochastic AHP and fuzzy TOPSIS methods. Sustainability 8(2):129CrossRef
14.
Zurück zum Zitat Diakoulaki D et al (1995) Determining objective weights in multiple criteria problems: The critic method. Comput Oper Res 22(7):763–770CrossRef Diakoulaki D et al (1995) Determining objective weights in multiple criteria problems: The critic method. Comput Oper Res 22(7):763–770CrossRef
15.
Zurück zum Zitat Liu D et al (2017) Economic analysis of cascade battery energy storage based on photovoltaic power plant scenario. Electr Power Eng Technol 36(6):27–31 Liu D et al (2017) Economic analysis of cascade battery energy storage based on photovoltaic power plant scenario. Electr Power Eng Technol 36(6):27–31
Metadaten
Titel
Comprehensive Evaluation Model of Decommissioned Battery for Electric Vehicles Based on AHP-CRITIC
verfasst von
Na Yu
Feng Li
Xiaoyu Han
Jinlan Hu
Yajing Gao
Dongwei Li
Yuhan Liu
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-9783-7_9