State of battery health estimation based on swelling characteristics

Stefanopoulou, Anna G.; Abdul Samad, Nassim; Kim, Youngki; Siegel, Jason B.

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Title: State of battery health estimation based on swelling characteristics

Abstract

There is disclosed an electrical device including a battery, and a battery management system. The battery management system includes a controller in electrical communication with a pressure sensor to monitor the state of health of the battery. The controller applies a method for determining the state of health that uses a non-electrical (mechanical) signal of force measurements combined with incremental capacity analysis to estimate the capacity fading and other health indicators of the battery with better precision than existing methods. The pressure sensor may provide the force measurement signal to the controller, which may determine which incremental capacity curve based on force to use for the particular battery. The controller then executes a program utilizing the data from the pressure sensor and the stored incremental capacity curves based on force to estimate the capacity fading and signal a user with the state of health percentage.

Inventors:: Stefanopoulou, Anna G.; Abdul Samad, Nassim; Kim, Youngki; Siegel, Jason B.

Issue Date:: 2023-04-11

Research Org.:: Univ. of Michigan, Ann Arbor, MI (United States)

Sponsoring Org.:: USDOE Advanced Research Projects Agency - Energy (ARPA-E)

OSTI Identifier:: 1998279

Patent Number(s):: 11623526

Application Number:: 15/777,384

Assignee:: The Regents of the University of Michigan (Ann Arbor, MI)

DOE Contract Number:: AR0000269

Resource Type:: Patent

Resource Relation:: Patent File Date: 11/18/2016

Country of Publication:: United States

Language:: English

Citation Formats


                    Stefanopoulou, Anna G., Abdul Samad, Nassim, Kim, Youngki, and Siegel, Jason B. State of battery health estimation based on swelling characteristics.  United States: N. p., 2023. 
        Web.

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                    Stefanopoulou, Anna G., Abdul Samad, Nassim, Kim, Youngki, & Siegel, Jason B. State of battery health estimation based on swelling characteristics.  United States.

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                    Stefanopoulou, Anna G., Abdul Samad, Nassim, Kim, Youngki, and Siegel, Jason B. Tue .  
        "State of battery health estimation based on swelling characteristics".  United States.  https://www.osti.gov/servlets/purl/1998279.

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@article{osti_1998279,

  title        = {State of battery health estimation based on swelling characteristics},

  author       = {Stefanopoulou, Anna G. and Abdul Samad, Nassim and Kim, Youngki and Siegel, Jason B.},

  abstractNote = {There is disclosed an electrical device including a battery, and a battery management system. The battery management system includes a controller in electrical communication with a pressure sensor to monitor the state of health of the battery. The controller applies a method for determining the state of health that uses a non-electrical (mechanical) signal of force measurements combined with incremental capacity analysis to estimate the capacity fading and other health indicators of the battery with better precision than existing methods. The pressure sensor may provide the force measurement signal to the controller, which may determine which incremental capacity curve based on force to use for the particular battery. The controller then executes a program utilizing the data from the pressure sensor and the stored incremental capacity curves based on force to estimate the capacity fading and signal a user with the state of health percentage.},

  doi          = {},

  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {2023},

  month        = {4}

}

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Title: State of battery health estimation based on swelling characteristics

Abstract

Citation Formats

Online estimation of internal resistance and open-circuit voltage of lithium-ion batteries in electric vehicles journal, April 2011

Influence of Battery Downsizing and SOC Operating Window on Battery Pack Performance in a Hybrid Electric Vehicle conference, October 2015

Degradation of lithium ion batteries employing graphite negatives and nickel–cobalt–manganese oxide + spinel manganese oxide positives: Part 1, aging mechanisms and life estimation journal, December 2014

Theoretical Analysis of Stresses in a Lithium Ion Cell journal, January 2010

A Phenomenological Model of Bulk Force in a Li-Ion Battery Pack and Its Application to State of Charge Estimation journal, January 2014

State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation journal, June 2011

Control of cell swelling by the proper choice of carbon monofluoride (CFx) cathode materials in high rate defibrillator cells patent, August 2004

The role of mechanically induced separator creep in lithium-ion battery capacity fade journal, October 2011

Identifying battery aging mechanisms in large format Li ion cells journal, April 2011

Battery Cell Integrated Measurement Sensor Line and Equalization Resistor patent-application, December 2011

Optimal power management for a series hybrid electric vehicle cognizant of battery mechanical effects conference, June 2014

Observability analysis for surface sensor location in encased battery cells conference, July 2015

A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation journal, December 2014

Strain Derivatives for Practical Charge Rate Characterization of Lithium Ion Electrodes journal, December 2015

On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression journal, August 2013

System and Method for Battery Monitoring patent-application, August 2014

Li/Metal Battery with Shape Change Control patent-application, February 2015

Battery Holder with Expiration Indicator patent-application, December 2011

Using probability density function to evaluate the state of health of lithium-ion batteries journal, June 2013

Determination of lithium-ion battery state-of-health based on constant-voltage charge phase journal, July 2014

A comparative study of commercial lithium ion battery cycle life in electrical vehicle: Aging mechanism identification journal, April 2014

Managing Cycle and Runtime in Batteries for Portable Electronic Devices patent-application, October 2013

Diffusion induced stress in layered Li-ion battery electrode plates journal, July 2012

Battery Cycle Life Prediction with Coupled Chemical Degradation and Fatigue Mechanics journal, January 2012

Incremental Capacity Analysis and Close-to-Equilibrium OCV Measurements to Quantify Capacity Fade in Commercial Rechargeable Lithium Batteries journal, January 2006

Battery Pack patent-application, September 2013

A unified open-circuit-voltage model of lithium-ion batteries for state-of-charge estimation and state-of-health monitoring journal, July 2014

Behavior and state-of-health monitoring of Li-ion batteries using impedance spectroscopy and recurrent neural networks journal, November 2012

Cooling Plate for Lithium-Ion Battery Pack patent-application, February 2015

Bulk Force In A Battery Pack And Its Application To State Of Charge Estimation patent-application, March 2016

Smoothing and Differentiation of Data by Simplified Least Squares Procedures. journal, July 1964

Online Parameterization of Lumped Thermal Dynamics in Cylindrical Lithium Ion Batteries for Core Temperature Estimation and Health Monitoring journal, September 2013

Battery with Life Estimation patent-application, July 2015

Phenomenological force and swelling models for rechargeable lithium-ion battery cells journal, April 2016

Ageing mechanisms in lithium-ion batteries journal, September 2005

System and Method for Estimating a State of a Battery Pack patent-application, November 2012

Layered Lithium Nickel Manganese Cobalt Composite Oxide Powder for Material of Positive Electrode of Lithium Secondary Battery, Process for Producing the Same, Positive Electrode of Lithium Secondary Battery Therefrom, and Lithium Secondary Battery patent-application, August 2007

Strain Measurement Based Battery Testing patent-application, June 2015

Main aging mechanisms in Li ion batteries journal, August 2005

MECHANICAL MEASUREMENT OF STATE OF HEALTH AND STATE OF CHARGE FOR INTERCALATION BATTERIES patent-application, April 2014

Stress generation and fracture in lithium insertion materials journal, March 2006

Automobile warning system patent, July 1977

Aging of lithium-ion batteries journal, March 2004

Rate dependence of swelling in lithium-ion cells journal, December 2014

A novel thermal swelling model for a rechargeable lithium-ion battery cell journal, January 2016

Numerical Simulation of Intercalation-Induced Stress in Li-Ion Battery Electrode Particles journal, January 2007

Model-Based SEI Layer Growth and Capacity Fade Analysis for EV and PHEV Batteries and Drive Cycles journal, January 2014

Characterizing aging effects of lithium ion batteries by impedance spectroscopy journal, January 2006

Stress evolution and capacity fade in constrained lithium-ion pouch cells journal, January 2014

In-Situ Battery Health Detector and End-of-Life Indicator patent-application, April 2011

On-board state of health monitoring of batteries using incremental capacity analysis patent-application, March 2015

Battery Management System for a Battery Cell with a Pressure-Sensitive Film Sensor patent-application, December 2013

Solar Battery Wireless Load Cell patent-application, November 2015

Online estimation of internal resistance and open-circuit voltage of lithium-ion batteries in electric vehicles
journal, April 2011

Influence of Battery Downsizing and SOC Operating Window on Battery Pack Performance in a Hybrid Electric Vehicle
conference, October 2015

Degradation of lithium ion batteries employing graphite negatives and nickel–cobalt–manganese oxide + spinel manganese oxide positives: Part 1, aging mechanisms and life estimation
journal, December 2014

Theoretical Analysis of Stresses in a Lithium Ion Cell
journal, January 2010

A Phenomenological Model of Bulk Force in a Li-Ion Battery Pack and Its Application to State of Charge Estimation
journal, January 2014

State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation
journal, June 2011

Control of cell swelling by the proper choice of carbon monofluoride (CFx) cathode materials in high rate defibrillator cells
patent, August 2004

The role of mechanically induced separator creep in lithium-ion battery capacity fade
journal, October 2011

Identifying battery aging mechanisms in large format Li ion cells
journal, April 2011

Battery Cell Integrated Measurement Sensor Line and Equalization Resistor
patent-application, December 2011

Optimal power management for a series hybrid electric vehicle cognizant of battery mechanical effects
conference, June 2014

Observability analysis for surface sensor location in encased battery cells
conference, July 2015

A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation
journal, December 2014

Strain Derivatives for Practical Charge Rate Characterization of Lithium Ion Electrodes
journal, December 2015

On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression
journal, August 2013

System and Method for Battery Monitoring
patent-application, August 2014

Li/Metal Battery with Shape Change Control
patent-application, February 2015

Battery Holder with Expiration Indicator
patent-application, December 2011

Using probability density function to evaluate the state of health of lithium-ion batteries
journal, June 2013

Determination of lithium-ion battery state-of-health based on constant-voltage charge phase
journal, July 2014

A comparative study of commercial lithium ion battery cycle life in electrical vehicle: Aging mechanism identification
journal, April 2014

Managing Cycle and Runtime in Batteries for Portable Electronic Devices
patent-application, October 2013

Diffusion induced stress in layered Li-ion battery electrode plates
journal, July 2012

Battery Cycle Life Prediction with Coupled Chemical Degradation and Fatigue Mechanics
journal, January 2012

Incremental Capacity Analysis and Close-to-Equilibrium OCV Measurements to Quantify Capacity Fade in Commercial Rechargeable Lithium Batteries
journal, January 2006

Battery Pack
patent-application, September 2013

A unified open-circuit-voltage model of lithium-ion batteries for state-of-charge estimation and state-of-health monitoring
journal, July 2014

Behavior and state-of-health monitoring of Li-ion batteries using impedance spectroscopy and recurrent neural networks
journal, November 2012

Cooling Plate for Lithium-Ion Battery Pack
patent-application, February 2015

Bulk Force In A Battery Pack And Its Application To State Of Charge Estimation
patent-application, March 2016

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
journal, July 1964

Online Parameterization of Lumped Thermal Dynamics in Cylindrical Lithium Ion Batteries for Core Temperature Estimation and Health Monitoring
journal, September 2013

Battery with Life Estimation
patent-application, July 2015

Phenomenological force and swelling models for rechargeable lithium-ion battery cells
journal, April 2016

Ageing mechanisms in lithium-ion batteries
journal, September 2005

System and Method for Estimating a State of a Battery Pack
patent-application, November 2012

Layered Lithium Nickel Manganese Cobalt Composite Oxide Powder for Material of Positive Electrode of Lithium Secondary Battery, Process for Producing the Same, Positive Electrode of Lithium Secondary Battery Therefrom, and Lithium Secondary Battery
patent-application, August 2007

Strain Measurement Based Battery Testing
patent-application, June 2015

Main aging mechanisms in Li ion batteries
journal, August 2005

MECHANICAL MEASUREMENT OF STATE OF HEALTH AND STATE OF CHARGE FOR INTERCALATION BATTERIES
patent-application, April 2014

Stress generation and fracture in lithium insertion materials
journal, March 2006

Automobile warning system
patent, July 1977

Aging of lithium-ion batteries
journal, March 2004

Rate dependence of swelling in lithium-ion cells
journal, December 2014

A novel thermal swelling model for a rechargeable lithium-ion battery cell
journal, January 2016

Numerical Simulation of Intercalation-Induced Stress in Li-Ion Battery Electrode Particles
journal, January 2007

Model-Based SEI Layer Growth and Capacity Fade Analysis for EV and PHEV Batteries and Drive Cycles
journal, January 2014

Characterizing aging effects of lithium ion batteries by impedance spectroscopy
journal, January 2006

Stress evolution and capacity fade in constrained lithium-ion pouch cells
journal, January 2014

In-Situ Battery Health Detector and End-of-Life Indicator
patent-application, April 2011

On-board state of health monitoring of batteries using incremental capacity analysis
patent-application, March 2015

Battery Management System for a Battery Cell with a Pressure-Sensitive Film Sensor
patent-application, December 2013

Solar Battery Wireless Load Cell
patent-application, November 2015