Reuse of Lithium Iron Phosphate (LiFePO4) Batteries from a Life Cycle Assessment Perspective: The Second-Life Case Study
Abstract
:1. Introduction
1.1. Background
1.2. Aim of the Study
2. Materials and Methods
2.1. Case Study Description
- It could be a useful and representative example of sustainable power generation and circular economy. In fact, since through this project, it was possible to reuse materials at the end of their life, create value in a sustainable way as well as increase the reliability of the entire power grid, it could not represent just a pilot project for the future, but also a real expression of circular economy in all its forms, and therefore worthy of attention.
- The availability of information, accessibility of data, and cooperation of the company allowed the study to be conducted in an acceptable time frame.
2.2. Life Cycle Assessment
2.2.1. Goal and Scope Definition
- In the context of second life, the production phase is excluded, specifically on the assumption that the batteries are already on the market and have a different initial use than that which will be carried out within the stationary plant.
- The transport phase will also be different, as the batteries will no longer be acquired from the initial manufacturer (China) but purchased on the European market.
2.2.2. Life Cycle Inventory
- (1)
- Production
- ∅i Is the distance in km as the crow flies of commodity i from place x to place y.
- δ Is the weight in kg of the material being transported.
- (2)
- Shipping
- (3)
- Installation
- (4)
- Use
2.2.3. Life Cycle Impact Assessment
- Atmospheric Effects: Global Warming Potential (GWP), Stratospheric Ozone Depletion (SOD), Ionizing radiation (IR), Ozone Formation-Human Health (OFHH), Fine Particulate Matter Formation (FPMP), Ozone formation-Terrestrial ecosystems (OFTE), and Terrestrial acidification Potential (TAP).
- Eutrophication: Freshwater Eutrophication Potential (FEP) and Marine Eutrophication Potential (MEP).
- Toxicity: Terrestrial Ecotoxicity (TEC), Freshwater Ecotoxicity (FEC), Marine Ecotoxicity (MEC), Human Carcinogenic Toxicity (HCT) and Human Non-Carcinogenic Toxicity (HNCT).
- Abiotic Resources: Land Use (LU), Mineral Resources Scarcity (MRS), Fossil Resources Scarcity (FRS) and Water Consumption (WC).
2.3. Scenario Analysis
3. Results and Discussion
3.1. Life Cycle Assessment
3.2. Scenario Analysis
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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1st Life | 2nd Life | |
---|---|---|
(1) GOAL AND SCOPE DEFINITION | ||
Functional Unit | 1 kWh | 1 kWh |
System boundaries | From cradle to grave | From gate to grave |
Life Cycle Phases | Transportation of raw materials, manufacturing, shipping, use | Shipping, use |
(2) LIFE CYCLE INVENTORY (LCI) | ||
Data quality | Primary data were obtained through interviews with the company managers, secondary data from gray literature, and scientific literature | |
Database | Ecoinvent v3.8 | |
(3) LIFE CYCLE IMPACT ASSESSMENT (LCIA) | ||
Calculation method | Recipe 2016 MidPoint (H) | |
Impact categories |
| |
Software | Simapro 9.5. |
Characteristics | Amount | Unit |
---|---|---|
Lifetime | 15 | years |
Cycle per lifetime | 5475 | n cycles |
BEES installed power | 20 | MW |
BEES installed energy capacity | 40 | MWh |
BEES round-trip efficiency | 85 | % |
BESS one way efficiency | 92 | % |
Depth of discharge | 80 | % |
Delivered energy during the lifetime | 161,526 | MWh |
Electricity losses (discharge) | 13,674 | |
Electricity losses (charge) | 14,831 | |
Electricity losses (total) | 28,505 |
Component | Anode | Battery Container | Cathode | Cell Container | Cooling System | Electrolyte | Module Container | Separator | Transportation | Total | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Categories/Unit | Value | % | Value | % | Value | % | Value | % | Value | % | Value | % | Value | % | Value | % | Value | % | Value | % | |
Atmospheric | |||||||||||||||||||||
GWP | kg CO2 eq | 5.65 × 100 | 11% | 1.49 × 100 | 3% | 9.49 × 100 | 18% | 1.27 × 101 | 25% | 2.93 × 100 | 6% | 6.20 × 100 | 12% | 8.94 × 100 | 17% | 4.04 × 10−1 | 1% | 3.60 × 100 | 7% | 5.14 × 101 | 100% |
SOD | kg CFC11 eq | 2.24 × 10−6 | 18% | 3.06 × 10−7 | 3% | 1.67 × 10−6 | 14% | 2.15 × 10−6 | 18% | 7.24 × 10−7 | 6% | 1.65 × 10−6 | 14% | 2.84 × 10−6 | 23% | 3.92 × 10−8 | 1% | 5.47 × 10−7 | 4% | 1.22 × 10−5 | 100% |
IR | kBq Co-60 eq | 5.97 × 10−2 | 35% | 2.97 × 10−3 | 2% | 1.91 × 10−2 | 11% | 2.16 × 10−2 | 13% | 7.75 × 10−3 | 5% | 3.04 × 10−2 | 18% | 2.30 × 10−2 | 13% | 5.39 × 10−4 | 1% | 6.03 × 10−3 | 4% | 1.71 × 10−1 | 100% |
OFHH | kg NOx eq | 1.91 × 10−2 | 12% | 4.17 × 10−3 | 3% | 2.27 × 10−2 | 14% | 3.15 × 10−2 | 19% | 1.17 × 10−2 | 7% | 1.39 × 10−2 | 8% | 3.50 × 10−2 | 21% | 6.18 × 10−4 | 1% | 2.69 × 10−2 | 16% | 1.66 × 10−1 | 100% |
FPMP | kg PM2.5 eq | 5.33 × 10−3 | 12% | 1.06 × 10−3 | 3% | 5.78 × 10−3 | 14% | 7.37 × 10−3 | 19% | 2.04 × 10−3 | 7% | 2.57 × 10−3 | 8% | 9.70 × 10−3 | 21% | 9.34 × 10−5 | 1% | 9.82 × 10−5 | 16% | 3.40 × 10−2 | 100% |
OFTE | kg NOx eq | 1.92 × 10−2 | 12% | 4.18 × 10−3 | 3% | 2.27 × 10−2 | 14% | 3.15 × 10−2 | 19% | 1.17 × 10−2 | 7% | 1.40 × 10−2 | 8% | 3.51 × 10−2 | 21% | 6.20 × 10−4 | 1% | 2.70 × 10−2 | 16% | 1.66 × 10−1 | 100% |
TAP | kg SO2 eq | 3.84 × 10−2 | 15% | 6.52 × 10−3 | 3% | 3.97 × 10−2 | 16% | 5.09 × 10−2 | 20% | 1.52 × 10−2 | 6% | 3.38 × 10−2 | 13% | 5.17 × 10−2 | 20% | 8.44 × 10−4 | 1% | 1.85 × 10−2 | 7% | 2.55 × 10−1 | 100% |
Eutrophication | |||||||||||||||||||||
FEP | kg P eq | 5.20 × 10−4 | 19% | 7.36 × 10−5 | 3% | 3.45 × 10−4 | 13% | 4.30 × 10−4 | 16% | 1.36 × 10−4 | 5% | 2.93 × 10−4 | 11% | 8.53 × 10−4 | 31% | 7.86 × 10−6 | 1% | 6.13 × 10−5 | 2% | 2.72 × 10−3 | 100% |
MEP | kg N eq | 2.16 × 10−4 | 20% | 2.04 × 10−5 | 2% | 7.64 × 10−5 | 7% | 9.15 × 10−5 | 9% | 2.57 × 10−5 | 2% | 4.33 × 10−4 | 40% | 2.08 × 10−4 | 19% | 1.46 × 10−6 | 1% | 1.14 × 10−6 | 1% | 1.07 × 10−3 | 100% |
Toxicity | |||||||||||||||||||||
TEC | kg 1,4-DCB | 5.36 × 10−1 | 14% | 7.70 × 10−2 | 2% | 4.57 × 10−1 | 12% | 5.80 × 10−1 | 15% | 1.87 × 10−1 | 5% | 1.19 × 100 | 31% | 6.00 × 10−1 | 16% | 7.14 × 10−3 | 1% | 2.32 × 10−1 | 6% | 3.86 × 100 | 100% |
FEC | 2.12 × 10−4 | 8% | 9.20 × 10−5 | 3% | 4.79 × 10−4 | 18% | 6.18 × 10−4 | 23% | 1.71 × 10−4 | 6% | 3.03 × 10−4 | 11% | 7.94 × 10−4 | 29% | 4.35 × 10−6 | 1% | 2.37 × 10−5 | 1% | 2.70 × 10−3 | 100% | |
MEC | 7.17 × 10−4 | 16% | 1.33 × 10−4 | 3% | 6.70 × 10−4 | 15% | 8.55 × 10−4 | 19% | 2.49 × 10−4 | 6% | 2.98 × 10−4 | 7% | 1.37 × 10−3 | 31% | 6.08 × 10−6 | 1% | 9.87 × 10−5 | 2% | 4.40 × 10−3 | 100% | |
HCT | 2.13 × 10−3 | 16% | 2.47 × 10−4 | 2% | 1.46 × 10−3 | 11% | 2.05 × 10−3 | 16% | 1.05 × 10−3 | 8% | 1.66 × 10−3 | 13% | 1.55 × 10−3 | 12% | 2.16 × 10−5 | 1% | 2.75 × 10−3 | 21% | 1.29 × 10−2 | 100% | |
HNCT | 5.65 × 10−2 | 2% | 1.22 × 10−2 | 4% | 1.88 × 10−2 | 1% | 2.13 × 10−2 | 1% | 1.28 × 10−2 | 0% | 4.97 × 10−2 | 1% | 3.14 × 100 | 90% | 9.58 × 10−4 | 1% | 5.44 × 10−2 | 2% | 3.48 × 100 | 100% | |
Abiotic resources | |||||||||||||||||||||
LU | m2a crop eq | 4.71 × 10−1 | 12% | 1.11 × 10−1 | 3% | 6.77 × 10−1 | 17% | 8.23 × 10−1 | 21% | 2.31 × 10−1 | 6% | 5.92 × 10−1 | 15% | 9.51 × 10−1 | 24% | 8.28 × 10−3 | 1% | 3.00 × 10−2 | 1% | 3.89 × 100 | 100% |
MRS | kg Cu eq | 5.21 × 10−1 | 34% | 3.41 × 10−2 | 2% | 9.49 × 10−2 | 6% | 9.38 × 10−2 | 6% | 2.49 × 10−2 | 2% | 1.02 × 10−1 | 7% | 6.51 × 10−1 | 43% | 4.34 × 10−4 | 1% | 3.40 × 10−4 | 1% | 1.52 × 100 | 100% |
FRS | kg oil eq | 1.67 × 100 | 15% | 2.88 × 10−1 | 3% | 1.84 × 100 | 16% | 2.41 × 100 | 21% | 7.86 × 10−1 | 7% | 1.68 × 100 | 15% | 1.79 × 100 | 16% | 2.26 × 10−1 | 1% | 7.28 × 10−1 | 6% | 1.14 × 101 | 100% |
WC | m3 | 3.09 × 10−1 | 42% | 1.15 × 10−2 | 2% | 8.13 × 10−2 | 11% | 7.16 × 10−2 | 10% | 4.33 × 10−2 | 6% | 9.11 × 10−2 | 12% | 1.21 × 10−1 | 16% | 3.25 × 10−3 | 1% | 5.34 × 10−4 | 0% | 7.32 × 10−1 | 100% |
Impact Categories | Unit | 1st Life | 2nd Life | Difference |
---|---|---|---|---|
Atmospheric | ||||
Global warming | kg CO2 eq | 5.14 × 101 | 8.16 × 10−1 | −5.06 × 101 |
Stratospheric ozone depletion | kg CFC11 eq | 1.22 × 10−5 | 2.60 × 10−7 | −1.19 × 10−5 |
Ionizing radiation | kBq Co-60 eq | 1.71 × 10−1 | 2.92 × 10−3 | −1.68 × 10−1 |
Ozone formation, Human health | kg NOx eq | 1.66 × 10−1 | 7.69 × 10−3 | −1.58 × 10−1 |
Fine particulate matter formation | kg PM2.5 eq | 3.40 × 10−2 | 4.45 × 10−5 | −3.40 × 10−2 |
Ozone formation, Terrestrial ecosystems | kg NOx eq | 1.66 × 10−1 | 7.74 × 10−3 | −1.58 × 10−1 |
Terrestrial acidification | kg SO2 eq | 2.55 × 10−1 | 3.75 × 10−3 | −2.52 × 10−1 |
Eutrophication | ||||
Freshwater eutrophication | kg P eq | 2.72 × 10−3 | 3.01 × 10−5 | −2.69 × 10−3 |
Marine eutrophication | kg N eq | 1.07 × 10−3 | 4.12 × 10−7 | −1.07 × 10−3 |
Toxicity | ||||
Terrestrial ecotoxicity | kg 1.4 DCB | 3.86 × 100 | 6.77 × 10−2 | −3.79 × 100 |
Freshwater ecotoxicity | 2.70 × 10−3 | 1.12 × 10−5 | −2.69 × 10−3 | |
Marine ecotoxicity | 4.40 × 10−3 | 4.54 × 10−5 | −4.35 × 10−3 | |
Human carcinogenic toxicity | 1.29 × 10−2 | 1.21 × 10−3 | −1.17 × 10−2 | |
Human non-carcinogenic toxicity | 3.48 × 100 | 1.80 × 10−2 | −3.46 × 100 | |
Abiotic resources | ||||
Land use | m2a crop eq | 3.89 × 100 | 1.03 × 10−2 | −3.88 × 100 |
Mineral resource scarcity | kg Cu eq | 1.52 × 100 | 1.66 × 10−4 | −1.52 × 100 |
Fossil resource scarcity | kg oil eq | 1.14 × 101 | 2.54 × 10−1 | −1.12 × 101 |
Water consumption | m3 | 7.32 × 101 | 2.59 × 10−4 | −7.32 × 10−1 |
Tipology | Characteristics | Disadvantages | Ref. |
---|---|---|---|
Pyrometallurgical | After being crushed and separated, the graphite and active cathode materials are heat-treated to eliminate the binders and carbon. Then, the remaining constituents undergo burning at around 1600 °C, yielding an alloy containing CO, Ni, and other metals. Following that, the other metals are removed from the lithium carbonate. | Energetic emissions of dioxins, carbon dioxide, sulfides, and furans, loss of material | [64,65] |
Hydrometallurgical | Rendering agents that precipitate, extract, or adsorb different metals like Co, Mn, and Ni are used to dissolve the crushed matter. In the solution left behind, lithium is still dissolved to create lithium carbonate by further filtration. Pretreatments along the hydrometallurgical route include discharging and dismantling. It uses less energy and produces less harmful gasses, allowing for higher purity than pyrometallurgical. | Strong acids, such as sulfuric acid, are used, which poses a problem with the waste generated because it requires downstream treatment | [14] |
Bioleaching | Bacteria and fungi are used to produce organic acids that leach metals. Compared with the traditional hydrometallurgical process, acids are replaced with microorganisms, producing lower environmental impacts and material costs. | extended leaching cycle, slow kinetics, low bacterial activity, and challenging operating conditions | [66] |
Ultrasonic treatment | Aluminum is subjected to agitation and ultrasonic washing to extract all electrode components. Ultrasonic waves could generate more pressure due to the cavitation effect, which would enable the dissolution and disintegration of substances that are insoluble in water. | The type of polymer binder used has a significant impact on the delamination process’ efficiency. | [67] |
Eutectic Salt | Lithium iodide (LiI) and lithium hydroxide (LiOH) are mixed in a eutectic mixture for the recovery of spent materials. This combination melts at temperatures below 200 °C, turning it into a liquid at comparatively low temperatures while consuming less energy and resources than conventional methods. | Operational difficulties related to the non-uniformity of various batteries, | [68] |
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Vinci, G.; Arangia, V.C.; Ruggieri, R.; Savastano, M.; Ruggeri, M. Reuse of Lithium Iron Phosphate (LiFePO4) Batteries from a Life Cycle Assessment Perspective: The Second-Life Case Study. Energies 2024, 17, 2544. https://doi.org/10.3390/en17112544
Vinci G, Arangia VC, Ruggieri R, Savastano M, Ruggeri M. Reuse of Lithium Iron Phosphate (LiFePO4) Batteries from a Life Cycle Assessment Perspective: The Second-Life Case Study. Energies. 2024; 17(11):2544. https://doi.org/10.3390/en17112544
Chicago/Turabian StyleVinci, Giuliana, Vittorio Carobene Arangia, Roberto Ruggieri, Marco Savastano, and Marco Ruggeri. 2024. "Reuse of Lithium Iron Phosphate (LiFePO4) Batteries from a Life Cycle Assessment Perspective: The Second-Life Case Study" Energies 17, no. 11: 2544. https://doi.org/10.3390/en17112544
APA StyleVinci, G., Arangia, V. C., Ruggieri, R., Savastano, M., & Ruggeri, M. (2024). Reuse of Lithium Iron Phosphate (LiFePO4) Batteries from a Life Cycle Assessment Perspective: The Second-Life Case Study. Energies, 17(11), 2544. https://doi.org/10.3390/en17112544