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Title: Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios

Abstract

Energy storage system plays an important role in modern power systems for mitigating the variation and intermittency of renewable energy sources. The Lithium-ion battery is currently the most widely used solution for energy storage system. However, its high cost is considered as one of the major barriers hampering the integration of renewable energy and the adoption of electric vehicles. Reusing electric vehicle batteries seems a promising solution to the aforementioned problem. Based on a dynamic degradation model of Lithium-ion batteries, this paper first compares the profits that second-life and fresh batteries can bring to the wind farm. Model predictive control is adopted to solve an hourly optimal wind scheduling problem and maximize the profit of wind farm owner. Here, the optimal size of battery is determined and then the comparison of second-life and fresh batteries is conducted taking the battery degradation, the profit of the wind farm owner, and various remaining capacities of battery into account. Two case studies in USA and Denmark are conducted and the analysis shows that given the current prices of wind energy and Lithium-ion batteries, reusing batteries is not worthwhile for the studied wind farms, but it may outperform fresh batteries in the future ifmore » the wind energy price decreases much faster than the battery price.« less

Authors:
ORCiD logo [1];  [2]; ORCiD logo [3];  [2];  [4]; ORCiD logo [5]
+ Show Author Affiliations
  1. Univ. of Michigan, Ann Arbor, MI (United States); Tsinghua Univ., Beijing (China)
  2. Tsinghua Univ., Beijing (China)
  3. Beijing Institute of Technology, Beijing (China)
  4. Chongqing Univ., Chongqing (China)
  5. Argonne National Lab. (ANL), Argonne, IL (United States)
Publication Date:
Research Org.:
Argonne National Lab. (ANL), Argonne, IL (United States)
Sponsoring Org.:
USDOE Office of Electricity, Advanced Modeling Grid Research Program; USDOE
OSTI Identifier:
1524628
Alternate Identifier(s):
OSTI ID: 1782932
Grant/Contract Number:  
AC02-06CH11357
Resource Type:
Accepted Manuscript
Journal Name:
Applied Energy
Additional Journal Information:
Journal Volume: 251; Journal Issue: C; Journal ID: ISSN 0306-2619
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
25 ENERGY STORAGE; 17 WIND ENERGY; battery degradation; fresh battery; lithium-ion battery; model predictive control; second life battery; wind farm

Citation Formats

Song, Ziyou, Feng, Shuo, Zhang, Lei, Hu, Zunyan, Hu, Xiaosong, and Yao, Rui. Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios. United States: N. p., 2019. Web. https://doi.org/10.1016/j.apenergy.2019.113411.
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Song, Ziyou, Feng, Shuo, Zhang, Lei, Hu, Zunyan, Hu, Xiaosong, & Yao, Rui. Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios. United States. https://doi.org/10.1016/j.apenergy.2019.113411
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Song, Ziyou, Feng, Shuo, Zhang, Lei, Hu, Zunyan, Hu, Xiaosong, and Yao, Rui. Wed . "Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios". United States. https://doi.org/10.1016/j.apenergy.2019.113411. https://www.osti.gov/servlets/purl/1524628.
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@article{osti_1524628,
title = {Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios},
author = {Song, Ziyou and Feng, Shuo and Zhang, Lei and Hu, Zunyan and Hu, Xiaosong and Yao, Rui},
abstractNote = {Energy storage system plays an important role in modern power systems for mitigating the variation and intermittency of renewable energy sources. The Lithium-ion battery is currently the most widely used solution for energy storage system. However, its high cost is considered as one of the major barriers hampering the integration of renewable energy and the adoption of electric vehicles. Reusing electric vehicle batteries seems a promising solution to the aforementioned problem. Based on a dynamic degradation model of Lithium-ion batteries, this paper first compares the profits that second-life and fresh batteries can bring to the wind farm. Model predictive control is adopted to solve an hourly optimal wind scheduling problem and maximize the profit of wind farm owner. Here, the optimal size of battery is determined and then the comparison of second-life and fresh batteries is conducted taking the battery degradation, the profit of the wind farm owner, and various remaining capacities of battery into account. Two case studies in USA and Denmark are conducted and the analysis shows that given the current prices of wind energy and Lithium-ion batteries, reusing batteries is not worthwhile for the studied wind farms, but it may outperform fresh batteries in the future if the wind energy price decreases much faster than the battery price.},
doi = {10.1016/j.apenergy.2019.113411},
journal = {Applied Energy},
number = C,
volume = 251,
place = {United States},
year = {2019},
month = {6}
}
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https://doi.org/10.1016/j.apenergy.2019.113411
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Works referenced in this record:

Urban passenger transport energy saving and emission reduction potential: A case study for Tianjin, China
journal, September 2015

Comprehensive analysis of galvanostatic charge method for fuel cell degradation diagnosis
journal, February 2018

A review of factors influencing consumer intentions to adopt battery electric vehicles
journal, October 2017

Cradle-to-gate greenhouse gas emissions of battery electric and internal combustion engine vehicles in China
journal, October 2017

Impact of recycling on energy consumption and greenhouse gas emissions from electric vehicle production: The China 2025 case
journal, July 2017

The significance of Li-ion batteries in electric vehicle life-cycle energy and emissions and recycling's role in its reduction
journal, January 2015

  • Dunn, J. B.; Gaines, L.; Kelly, J. C.
  • Energy & Environmental Science, Vol. 8, Issue 1
  • DOI: 10.1039/C4EE03029J

Sustainability analysis of the electric vehicle use in Europe for CO2 emissions reduction
journal, July 2016

  • Canals Casals, Lluc; Martinez-Laserna, Egoitz; Amante García, Beatriz
  • Journal of Cleaner Production, Vol. 127
  • DOI: 10.1016/j.jclepro.2016.03.120

Energy analysis of electric vehicles using batteries or fuel cells through well-to-wheel driving cycle simulations
journal, January 2009

  • Campanari, Stefano; Manzolini, Giampaolo; Garcia de la Iglesia, Fernando
  • Journal of Power Sources, Vol. 186, Issue 2
  • DOI: 10.1016/j.jpowsour.2008.09.115

On maximizing profit of wind-battery supported power station based on wind power and energy price forecasting
journal, February 2018

Review of energy storage system for wind power integration support
journal, January 2015

A review on the key issues for lithium-ion battery management in electric vehicles
journal, March 2013

A reconstructed fuel cell life-prediction model for a fuel cell hybrid city bus
journal, January 2018

Economic analysis of second use electric vehicle batteries for residential energy storage and load-levelling
journal, August 2014

The ability of battery second use strategies to impact plug-in electric vehicle prices and serve utility energy storage applications
journal, December 2011

Driving rural energy access: a second-life application for electric-vehicle batteries
journal, September 2014

  • Ambrose, Hanjiro; Gershenson, Dimitry; Gershenson, Alexander
  • Environmental Research Letters, Vol. 9, Issue 9
  • DOI: 10.1088/1748-9326/9/9/094004

Battery second life: Hype, hope or reality? A critical review of the state of the art
journal, October 2018

  • Martinez-Laserna, E.; Gandiaga, I.; Sarasketa-Zabala, E.
  • Renewable and Sustainable Energy Reviews, Vol. 93
  • DOI: 10.1016/j.rser.2018.04.035

Development of cell selection framework for second-life cells with homogeneous properties
journal, February 2019

Design and Analysis of the Use of Re-Purposed Electric Vehicle Batteries for Stationary Energy Storage in Canada
journal, January 2019

Optimization for a hybrid energy storage system in electric vehicles using dynamic programing approach
journal, February 2015

Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging
journal, August 2017

A heuristic multi-objective multi-criteria demand response planning in a system with high penetration of wind power generators
journal, February 2018

A conditional model of wind power forecast errors and its application in scenario generation
journal, February 2018

Parameter Identification and Maximum Power Estimation of Battery/Supercapacitor Hybrid Energy Storage System Based on Cramer–Rao Bound Analysis
journal, May 2019

  • Song, Ziyou; Hou, Jun; Hofmann, Heath F.
  • IEEE Transactions on Power Electronics, Vol. 34, Issue 5
  • DOI: 10.1109/TPEL.2018.2859317

Enhanced sample entropy-based health management of Li-ion battery for electrified vehicles
journal, January 2014

Planning and Operating Combined Wind-Storage System in Electricity Market
journal, April 2012

  • Dicorato, Maria; Forte, Giuseppe; Pisani, Mariagiovanna
  • IEEE Transactions on Sustainable Energy, Vol. 3, Issue 2
  • DOI: 10.1109/TSTE.2011.2179953

Cycle-life model for graphite-LiFePO4 cells
journal, April 2011

Life-Prediction Methods for Lithium-Ion Batteries Derived from a Fatigue Approach
journal, January 2010

  • Safari, M.; Morcrette, M.; Teyssot, A.
  • Journal of The Electrochemical Society, Vol. 157, Issue 6
  • DOI: 10.1149/1.3374634

Multi-objective optimization of a semi-active battery/supercapacitor energy storage system for electric vehicles
journal, December 2014

Cycle aging studies of lithium nickel manganese cobalt oxide-based batteries using electrochemical impedance spectroscopy
journal, May 2018

A long-term analysis of pumped hydro storage to firm wind power
journal, January 2015

Modeling wind power investments, policies and social benefits for deregulated electricity market – A review
journal, May 2019

Rapidly falling costs of battery packs for electric vehicles
journal, March 2015

Beauty in motion: Expectations, attitudes, and values of wind energy development in the rural U.S
journal, January 2016

Quantifying the influence of wind power and photovoltaic on future electricity market prices
journal, January 2019

Techno-economic analysis of household and community energy storage for residential prosumers with smart appliances
journal, January 2018

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