Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of...

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Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Recycling Advisory Group Vehicles 0 Dr. Hanjiro Ambrose – Jan 27th, 2020

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Page 1: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Background Information for the California

Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery

Recycling Advisory Group Vehicles 0Dr. Hanjiro Ambrose – Jan 27th, 2020

Page 2: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Outline

1. Technology: Chemistry, lifetime, and deployment

2. Materials: Composition, resources, supply

3. Recycling: Material recovery, design, logistics

4. Reuse: Testing, repurposing, second-life applications

5.Conclusions

1

Page 3: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Key Points Intro Technology Materials Recycling Reuse

• Large scale retirements of electric vehicle (EV) batteries will begin to occur within the next 5 to 10 years (~3.5 to 30 GWh of battery retirements)

• Logistics, infrastructure, and knowledge sharing are key barriers for end-of-life (EOL) management

• Global value chains for electronic wastes, battery materials, and used vehicles pose further jurisdictional and equity challenges

• Mineral resources unlikely to limit battery manufacturing over the medium term, but recycling is critical in the long term

• Low-value of recovered materials could be a barrier to capital/investment required to ramp recycling infrastructure

• Battery reuse is promising, but there are policy, technical and market barriers

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Lithium Ion Batteries (LIBs) Intro Technology Materials Recycling Reuse

Big Picture Trends:

• Falling costs • 2010 ~ $1000 >>> 2020 ~$150

• Application proliferation

• Cars, Buses, Stationary, Trucks, Scooters

• Larger systems

• 3x capacity in 6 years

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50

60

(

kW

h)

en e-Golf

del 3 iEV

c

Deployment Trends 90 80

80 70

Qu

art

erly B

att

ery

Ele

ctr

ic V

eh

icle

Sa

les

(Th

ou

sa

nd

s)

70 Tesla Model 60 3

10

20

30

40

50

Tesla model-S

Tesla Model X

10

20

30

40

0

Q1-2012 Q1-2013

Volkswag

Tesla Mo

Mercedes Smart fortwo ED

Hyundai IONIQ EV

Ford Focus

Nissan Leaf

Q1-2014 Q1-2015 Q1-2016

Tesla Model X

Nissan LEAF

Mercedes B250e

Honda Clarity BEV

FIAT 500e

Q1-2017 Q1-2018

Tesla Model S

Mitsubishi i-M

Kia Soul Electri

Chevrolet Bolt EV

BMW I3 BEV

0

Ave

rag

e V

eh

icle

Ba

tte

ry C

ap

city

Chevy Bolt Average Battery Capacity Linear (Average Battery Capacity)

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Deployment Trends In 2019, ~90% of EV batteries deployed

600050were NCA type and over 50 kWh.

Cum

ula

tive U

S E

V D

eplo

ym

ents

(G

Wh)

40

30

20

10

Qu

art

erly U

S E

V S

ale

s b

y B

att

ery

C

hem

istr

y

5000

4000

3000

2000

1000

Intro Technology Materials Recycling Reuse

NMC

Tesla/Panasonic NCA

Nissan/AESC LMO

NMC LMO

0 0 2012 2014 2016 2018 2012 2014 2016 2018

EV < 50 kWh EV > 50 kWh NMC NCA NMC-LMO LMO LFP 5

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Cathode Chemistry Intro Technology Materials Recycling Reuse

Lithiu

m C

hem

istr

ies

Manganese Spinel - LMO

Nickelate - NCA/NCM

Phosphate - LFP

Titanate- LTO Longer

Cycle

Life

Higher

Operating

Voltage

Higher

Energy

Density

Improved

Charge

& Thermal

Stability

Less

critical

materials

Less

Lithium

per unit

energy capacity

Source: H. Ambrose, A. Kendall, Effects of battery chemistry and performance on the life cycle greenhouse gas intensity of electric mobility. Transportation Research Part D: Transport and Environment 47, 182 194 (2016).

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Page 8: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Nissan Leaf Gen 1 vs. Gen 2 ->

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Deployment Trends

https://www.nissan-global.com/EN/TECHNOLOGY/OVERVIEW/li_ion_ev.html https://www.economist.com/briefing/2017/08/12/after-electric-cars-what-more-will-it-take-for-batteries-to-change-the-face-of-energy

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Total: 283 GWh

~40 % of the market

China

Global LIB Production in 2018

Original Graphic: Simon Moores via Twitter, Retrieved from: https://twitter.com/sdmoores/status/1164852499796373504

Page 10: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

LIB Design • A variety of cell and

pack architectures are employed in EVs • Limited similarities

with LIBs for consumer electronics

9https://www.richtek.com/battery- Harper, Gavin, Roberto Sommerville, Emma Kendrick, Laura Driscoll, Peter Slater, Rustam Stolkin, Allan

management/en/designing-liion.html Walton et al. "Recycling lithium-ion batteries from electric vehicles." Nature 575, no. 7781 (2019): 75-86.

Page 11: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

LITHIU TALANO

Li-Metal 100-200 Wh/kg 200-300 Wh/L

FIRE!!!

Current

Li-ion 200-250 Wh/kg

<600 Wh/L

SILICON· OMPOSIT ANODE

Li-ion 250-350 Wh/kg

<700 Wh/L

Li-Other? 400-700 Wh/kg

<1200 Wh/L

LIB Designs will continue to evolve…

Page 12: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Key factors affecting battery lifetime (i.e. battery degradation)

• Cycling

• Depth of discharge • Charge/discharge rate • Temperature • Time

Page 13: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

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Battery Lifetime • Further improvements in the

useful life of batteries are likely

• Oversizing could be a reliable strategy for increasing cycle life

• Lifetime has implications for both capital investments and secondary applications

Fortenbacher, P., Mathieu, J. L., & Andersson, G. (2014, August). Modeling, identification, and optimal control of batteries for power system applications. In Power Systems Computation Conference (PSCC), 2014 (pp. 1-7). IEEE.

Page 14: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Battery Lifetime Intro Technology Materials Recycling Reuse

LOSS OF LITHIUM

SEI LAYER FORMATION

LOSS OF LITHIUM

OVERGROWTH/SIDE REACTIONS

LOSS OF ACTIVE MATERIAL

ELECTRODE ADHESION / CYCLING

STRESS

NON-CATASTROPHIC

FAILURES

ABUSE

OVERCHARGE THERMAL

PUNCTURE CRUSH

SHORTING

SEPARATOR FAILURE DENDRITES PUNCTURES

QUALITY CONTROL

ELECTROLYTE SHORTAGE

NON-UNIFORM SEI HOTSPOTS

CATASTROPHIC FAILURE MODES

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Page 15: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Battery Lifetime Intro Technology Materials Recycling Reuse

NON-CATASTROPHIC

FAILURES

CATASTROPHIC FAILURE MODES

Page 16: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Battery Lifetime is Improving Intro Technology Materials Recycling Reuse

0

1000

2000

3000

4000

0

40

80

120

160

0 4 8 12 16

Cu

mu

lati

ve B

att

ery

Cycle

s

(80%

DO

D)

Cu

mu

lati

ve L

ifeti

me V

eh

icle

Mil

es

(Th

ou

san

ds)

Vehicle Age

SUV Miles

Car Miles

Leaf (2012)

Chevy Bolt

Tesla Model S

Tesla Model X

BEV 24kWh: ~25% reduction in battery capacity by 50k miles1

BEV 75kWh: ~10% reduction in battery capacity at 500 cycles2

1 Shirk, M. and J. Wishart (2015). Effects of Electric Vehicle Fast Charging on Battery Life and Vehicle Performance, SAE Technical Paper.

2 Lambert, F. (2018). Tesla battery degradation at less than 10% after over 160,000 miles, according to latest data. electrek. 15

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- -- - - - - - - - - - - - -

_ _

Materials

Goro Nickel Mine, 2009 https://commons.wikimedia.org/wiki/File:Goro mine_tailings dam.jpg

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Intro Technology Materials Recycling Reuse

https://www.albemarle.com/businesses/lithium https://www.theguardian.com/global development/commentisfree/2019/dec/16/i saw the unbearable grief inflicted on families by cobalt mining i pray for change

Page 18: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Short-term vs. Long-term Constraints • Potential for >1 billion 40 kWh batteries given current

mineral reserves and LIB electrode technologies1

• Lithium and cobalt are the closest lithospheric constraints (depending on technology development!)

• Currently, there is a global ramp-up in production of battery materials

• But, mineral reserves are geographically concentrated which could create supply risks

1Wadia, C., Albertus, P., & Srinivasan, V. (2011). Resource constraints on the battery energy storage potential for grid and transportation applications. Journal of Power Sources, 196, 1593-1598. doi:10.1016/j.jpowsour.2010.08.056

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Intro Technology Materials Recycling Reuse

Supply Risks

Major mining sites of Cobalt, Lithium, Nickel, and Manganese

Raw Material Demand in kt/year

Cobalt Lithium Nickel Manganese

18Global Battery Alliance, (2020). Retrieved from: http://www3.weforum.org/docs/WEF_A_Vision_for_a_Sustainable_Battery_Value_Chain_in_2030_Report.pdf

Page 20: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Supply Risks • Mineral reserves can increase with

demand

• Cobalt is likely the main risk, as reserves are highly concentrated

Olivetti, E. A., Ceder, G., Gaustad, G. G., & Fu, X. (2017). Lithium-ion battery supply chain Wentker, M., Greenwood, M., Asaba, M. C., & Leker, J. (2019). A raw material criticality and considerations: analysis of potential bottlenecks in critical metals. Joule, 1(2), 229-243. environmental impact assessment of state-of-the-art and post-lithium-ion cathode

technologies. Journal of Energy Storage, 26, 101022. 19

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Lithium Resources Intro Technology Materials Recycling Reuse

• Deposits are widely distributed globally

• More than 60 million tons in identified resources, ~10% of which is in US

Oliveira, L., Messagie, M., Rangaraju, S., Sanfelix, J., Hernandez Rivas, M., & Van Mierlo, J. (2015). Key issues of lithium-ion batteries – from resource depletion to environmental performance indicators. Journal of Cleaner

Production, 108, Part A, 354-362. doi:http://dx.doi.org/10.1016/j.jclepro.2015.06.021

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- -

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Lithium Resources Intro Technology Materials Recycling Reuse

EnergySource Plant, Salton Sea. Retrieved from: https://www.latimes.com/environment/story/2019 10

14/california lithium geothermal salton sea

• Current interest in developing lithium resources in California

Oliveira, L., Messagie, M., Rangaraju, S., Sanfelix, J., Hernandez Rivas, M., & Van Mierlo, J. (2015). Key issues of lithium-ion batteries – from resource depletion to environmental performance indicators. Journal of Cleaner

Production, 108, Part A, 354-362. doi:http://dx.doi.org/10.1016/j.jclepro.2015.06.021

Page 23: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Lithium Reserves Intro Technology Materials Recycling Reuse

World Lithium Reserves in 2018 (Source: USGS)

• Current reserves are ~20% of global resources.

• Major producing regions for 2018 were Australia (60%) and Chile (19%).

• In 2018, the static reserve ratio for lithium was 167 years.

Chile

China

Australia

Argentina Canada

Portugal

Brazil

United States

Zimbabwe

Total: 14 million tons Jaskula, B. W. (2019). Mineral commodity summaries - Lithium. US Geological Survey (USGS). Retrieved from

22 https://prd-wret.s3-us-west-2.amazonaws.com /assets/palladium/production/atoms/files/mcs-2019-lithi.pdf

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Intro Technology Materials Recycling Reuse

Cobalt Reserves World Cobalt Reserves in 2018 (Source: USGS)

• Current cobalt reserves are ~28% of global resources.

• Major producing region is the DRC/Congo (64%), followed by Russia (4%).

• In 2018, the static reserve ratio for lithium

Philippines Canada

Russia

Congo (Kinshasa)

Australia

Cuba

Other countries

Madagascar

China

Papua New Guinea

United States

South Africa

Morocco

was 49 years. Total: 6.9 million tons Shedd, K. B. (2019). Mineral commodity summaries - Cobalt. US Geological Survey (USGS). Retrieved from

23 https://prd-wret.s3-us-west-2.amazonaws.com/assets/palladium/production/atoms/files/mcs-2019-lithi.pdf

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Cobalt Trade Flows 2015 Intro Technology Materials Recycling Reuse

• Over half of all cobalt comes from the Katanga Copperbelt in DR Congo

• ~20% of which is extracted by artisanal miners, some of which are children

Mining

Refining

Olivetti, E. A., Ceder, G., Gaustad, G. G., & Fu, X. (2017). Lithium-ion battery supply chain considerations: analysis of potential bottlenecks in critical metals. Joule, 1(2), 229-243.

Page 26: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

In-use Stocks • Domestic resources

include in-use stocks of materials.

• A move to low and no cobalt cathodes, combined with development of recycling, could help to reduce demand for primary production of cobalt.

US

In-u

se S

tock

s o

f EV

Bat

tery

Mat

eria

ls

(to

ns)

30,000

Nickel (kg)

20,000

10,000

0

2012

Manganese (kg)

Cobalt (kg)

Lithium (kg)

2014 2016 2018

!mbrose, H., Dunn, J., Kendall, !. (In Development) “In-use stocks of critical materials for batteries and implications for future supply.”

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Nobel Prize Winner Says Battery Recycling Key to Meeting Electric Car Demand

Intro Technology Materials Recycling Reuse

• The 2019 Nobel Prize in Chemistry was awarded to John Goodenough, M. Stanley Whittingham, and Akira Yoshino “for the development of lithium-ion batteries.”

• “The point is whether EV batteries can be recycled,” said !kira Yoshino. • The world’s transition to battery power/ is set to boost

demand for commodities from copper to nickel and cobalt. But there’s also concerns that miners won’t be able to expand raw material supply fast enough, and any shortfall will offer bigger opportunities for recycling.”

26 https://www.bloomberg.com/news/articles/2019-10-10/nobel-prize-winner-says-battery-recycling-key-to-secure-supply

Page 28: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Recovery Value

• The value of recovered materials may be insufficient to motivate the costs of collection or recycling infrastructure.

• Could be compounded by a move away from cobalt cathode compounds.

Intro Technology Materials Recycling Reuse

Ambrose, H., Gershenson, D., Gershenson, A., & Kammen, D. (2014). Driving rural energy access: a second-life application for electric-vehicle batteries. Environmental Research Letters, 9(9), 094004. 27

Page 29: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

?

Pathways

• There are currently a small number of commercial LIB recyclers.

• Pyrometallurgical processes are most common.

28 Original Image: https://recellcenter.org/publications/

Page 30: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Pathways

• There are currently a small number of commercial LIB recyclers.

• Pyrometallurgical processes are most common.

29 Original Image: https://recellcenter.org/publications/

Page 31: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Pathways

• There are currently a small number of commercial LIB recyclers.

• Pyrometallurgical processes are most common.

• Hydrometallurgical processes could yield higher recovery rates but may be less economical.

30 Original Image: ttps://recellcenter.org/publications/

Page 32: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Pathways • There are currently a

small number of commercial LIB recyclers.

• Pyrometallurgical processes are most common.

• Hydrometallurgical processes could yield higher recovery rates but may be less economical.

• A mixed chemistry waste stream is a barrier for battery recycling.

Refunctionalization (i.e. direct recycling)

aims to avoid resynthesis of the

cathode compound.

31 Original Image: ttps://recellcenter.org/publications/

Page 33: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Recovery Costs and Impacts • Primary costs of pyrometallurgical processes are energy input and

exhaust gas after treatment

• DOE supported research on direct cathode recycling suggests environmental and economic advantages

Costs and Impacts

of 1 Kg NMC111 from Primary or

Recycled Materials

Cost Energy Water SOx https://recellcenter.org/publications/

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Intro Technology Materials Recycling Reuse

Design for Recycling, Remanufacturing, and Reuse • Integrated design • Collaboration of experts to identify EoL constraints • Modularity, standardized interfaces (housing), and design for

disassembly • Ease of disassembling, cleaning, testing, and reassembling

• Barriers • Economic feasibility • Standardization of modules • Open access data • Reverse logistics

Page 35: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Intro Technology Materials Recycling Reuse

Design for Recycling, Remanufacturing, and Reuse

Example: Electrode and electrolyte flush • New cell design - Joint project of Argonne and

Oakridge National Laboratories • Enabling cell flushing for rejuvenation

Potential Impact: • Reduced cost of recycling • Overall cost reduction • Reduced number of cells reaching end of life • Extended cell life for primary- or second-use

applications

Initial design that will be used to determine pressures and flows needed to “rinse” cells

34Gaines, L. (2020). Presentation at Transportation Research Board Conference, Workshop on Battery Recycling.

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Intro Technology Materials Recycling Reuse

Battery Reuse

35https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/second­life-ev-batteries-the-newest-value-pool-in-energy-storage

Page 37: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

Journal of Industrial Engineering and Management – https://doi.org/10.3926/jiem.2009

2.3. Second Life Opportunities

There are plenty of battery reuse options depending on the remanufacture process and its SOH at

collection. Figure 2 presents a summarizing schema of the flow diagram that batteries should follow at

the end of their life on EVs.

The dashed square in Figure 2 identifies the 1st life stages of the battery. After that, there is the battery

collection and a first selection, where damaged batteries are considered useless and should go directly to

recycle even before studying its SOH for safety concerns.

Functional batteries arrive to the remanufacture plant where they are submitted to SOH tests. Marked by

a circled number 1 in Figure 2, batteries resulting in SOH above 88% SOH will certainly be send back to

a 1st life as spare parts to replace damaged or older batteries. This is the easiest and fastest way to

participate into the circular economy. Moreover, this battery may enter to the following loops of the

circular economy afterwards.

Figure 2. Decision making flow diagram for batteries at the end of its 1st life on EVs

-272-

Battery Reuse Intro Technology Materials Recycling Reuse

Key Questions:

• Data, testing, and repurposing costs

• Reliability and performance

• Competition

Casals, L. C., García, B. A., & Cremades, L. V. (2017). Electric vehicle battery reuse: Preparing for a 36 second life. Journal of Industrial Engineering and Management, 10(2), 266-285.

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Lead Battery Recycling: A Good Example?

https://circuitdigest.com/tutorial/lead-acid-battery-working- https://en.wikipedia.org/wiki/Electric_vehicle_battery construction-and-charging-discharging 37

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Yes and no…• In 2018, ~70% of lead

consumed in the US came from secondary (recycled sources). • ~27 million spent lead acid

batteries were exported to low and middle income countries • There as many as 30

thousand sites for informal lead acid battery recycling globally.

Ericson, B., et al. (2016). The global burden of lead toxicity attributable to informal used lead-acid battery sites. Annals of global health, 82(5), 686-699.

United States Geological Survey. Lead statistics and information. http://minerals.usgs.gov/minerals/pubs/commodity/lead/

Exide Facility

>1000 ppm

• Lead soil contamination is a legacy issue for the South Coast Basin

• Over 25% of properties surveyed around Exide battery recycling facility exceeded clean-up threshold (400 ppm lead in soil).

Wu, A. M., & Johnston, J. (2019). Assessing Spatial Characteristics of Soil Lead Contamination in the Residential Neighborhoods Near the Exide Battery Smelter. Case Studies in the Environment.

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Global value chains for e-waste Intro Technology Materials Recycling Reuse

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Page 41: Reuse and Recycling of Vehicles · Background Information for the California Reuse and Recycling of Lithium-ion Batteries for Motor Lithium-ion Battery Vehicles Recycling Advisory

UC Davis LIB-LCA Research Group: Hanjiro Ambrose, PhD (Co-PI) Alissa Kendall, PhD (Co-PI) Meg Slatterly, PhD Student Jessica Dunn, PhD Student Peter Benoliel, PhD Candidate Tobiah Steckel, MS Student

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