Assessing Avoided Burden and Net Environmental Impact by Recycling and Repurposing of Retiring Wind Turbines
Abstract
1. Introduction
- To identify EOL disposal options available for wind power technology
- To evaluate these options by LCA, applied credits, and sensitivity analysis
- To analyze the results and provide recommendations
2. Materials and Methods
2.1. LCA Parameters
- Goal and Scope Definition: The goal was to assess the environmental impacts of recycling and landfilling each material group, and of repurposing blades. The scope was limited to the Permian Basin region of West Texas, USA, incorporating local transportation and energy grid data. The functional unit (FU) was defined as 1000 kg of wind turbine material at its EOL. The system boundary was consistent across all waste management pathways; it began when the turbine reached EOL and ended when the material was either landfilled, recycled, or repurposed. This system boundary includes dismantling, transporting, and treating the waste (Figure S1). Dismantling burdens were applied consistently across material groups, with adjustments for material-specific requirements. For blades, cutting energy was scaled by a ratio of tensile strength and density, resulting in CFRP requiring ~1.8× more energy than GFRP. Structural steel and foundation concrete followed separate dismantling processes. Landfill pathways were modeled with the same general dismantling as recycling, but with lower shredding energy and shorter transport distances. Repurposing scenarios assumed reduced dismantling effort, given that blade integrity was largely preserved. Full energy inventories are provided in the Supplementary Information.
- Life Cycle Inventory (LCI): Data was drawn from Ecoinvent 3.8.1 [33] (cutoff system model), with custom modifications based on the literature and consultations with industry and academia that reflect current best practices in wind blade recycling pathways. Full LCI details are available in the Supplementary Material.
- Life Cycle Impact Assessment (LCIA): Inventory data was mapped to the 16 selected impact categories using the ReCiPe 2016 (H) methodology [29].
- Interpretation: Key contributors to environmental impact were identified by material group and waste pathway. Reliability of data sources and assumptions regarding material quality and recovery rate were also assessed.
2.2. Avoided Burden Credit Assignment
2.3. Sensitivity Analysis
- x represents the quantity of fiber recovered (as % of blade mass)
- y represents the quality of recovered fiber (relative to virgin material)
- z represents the avoided burden (per impact category)
- a–f represents fitted coefficients
3. Results
3.1. Net Environmental Impacts (NEI)
- Fine particulate matter formation (FPMF): reflects human health risks from airborne particles.
- Freshwater ecotoxicity: indicates toxicity to aquatic ecosystems and biodiversity.
- Global warming potential (GWP): quantifies greenhouse gas emissions, linking directly to climate change.
- Land use: measures land occupation and resource pressure.
- Water consumption: highlights impact in water-stressed regions, such as Texas.
- Pyrolysis reduces net FPMF by ~6.9× compared to landfilling (Figure 2), as avoided burden credits outweigh process emissions. Landfilling has the highest FPMF, then mechanical recycling, cement co-processing, solvolysis, and pyrolysis.
- For freshwater ecotoxicity (Figure 3), all recycling pathways outperform landfilling. Cement co-processing achieves ~75% reduction, but only when avoided burden credits are applied, as kiln combustion can release heavy metals and pollutants.
- For GWP (Figure 4), pyrolysis and solvolysis emit 8–10× more CO2 eq than landfilling, even with solvent recovery for solvolysis, due to resin combustion and high energy demand (15,800 MJ for pyrolysis and 21,360 MJ for solvolysis). Cement co-processing leads to net-negative GWP, because blade materials substitute for coal/pet coke, although these credits may decline as cement decarbonizes.
- Mechanical recycling yields the greatest land-use savings (Figure 5), reducing NEI 8.6× compared to landfilling.
- All recycling options except cement co-processing reduce net water consumption (Figure 6).
3.2. Blade Characterization in Landfill
3.3. Sensitivity Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
CF | Carbon Fiber |
CFRP | Carbon Fiber-Reinforced Polymer |
FU | Functional Unit |
EOL | End-Of-Life |
GF | Glass Fiber |
GFRP | Glass Fiber-Reinforced Polymer |
H | Heuristic |
ISO | International Standardization Organization |
LCA | Life Cycle Assessment |
LCI | Life Cycle Inventory |
LCIA | Life Cycle Impact Assessment |
NEI | Net Environmental Impact |
UPR | Unsaturated Polyester Resin |
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Material | Process | Output | Quantity (%) ±10% † | Avoided Virgin Material | Quality-Basis | Reference |
---|---|---|---|---|---|---|
Steel | Recycling | Recycled Steel | 87% | Virgin Steel | Structural Equivalence | [34,35] |
Concrete | Recycling | Recycled Concrete | 60% | Virgin Concrete (<20 MPa) | Structural Equivalence | [36] |
Glass Fiber Reinforced Polymer (GFRP) | Mechanical Recycling | Recovered GF | 42% | Virgin GF | Tensile Strength | [10,11] and Cement Kiln Mass Balance |
Fine Powder | 58% | Construction Mortar | Functional Equivalence | |||
Pyrolysis | Recovered GF | 58% | Virgin GF | Tensile Strength | ||
Fine Powder | 14% | Construction Mortar | ||||
Oil | 16% | Lubricant/Light Fuel Oil | Functional Equivalence/Heating Value | |||
Gas | 12% | None Used To Offset Thermal Energy Demand | N/A | |||
Solvolysis | Recovered GF | 61% | Virgin GF | Tensile Strength | ||
Cement Co-Processing | Clinker | 56% | Clinker Raw Materials | Functional and Structural Equivalence | ||
Carbon Fiber Reinforced Polymer (CFRP) | Mechanical Recycling | Recovered CF | 24% | Virgin GF | Tensile Strength | [12,37,38,39] |
Fine Powder | 19% | Construction Mortar | Functional Equivalence | |||
Coarse Fraction | 57% | No Landfill Waste | N/A | |||
Pyrolysis | Recovered CF | 55% | Virgin CF | Variable Fiber Content | ||
Oil | 28% | Lubricant/Light Fuel Oil | Heating Value | |||
Gas | 1% | Natural Gas | Heating Value | |||
Char | 12% | No Waste | N/A | |||
Water | 3% | No Waste | N/A | |||
Solvolysis | Recovered CF | 55% | Virgin CF | Variable Fiber Content | ||
Recovered Epoxy Resin | 35% | Virgin Epoxy Resin | Functional Equivalence |
Impact Category | Unit | Solvolysis with Solvent Recovery | Solvolysis Without Solvent Recovery | Landfilling |
---|---|---|---|---|
Fine Particulate Matter Formation | kg PM2.5 eq | −1.86 | 8.26 | 0.32 |
Freshwater Ecotoxicity | kg 1,4-DCB | −42.41 | 126.99 | 20.10 |
Global Warming Potential | kg eq | 1030.20 | 9165.94 | 96.11 |
Land Use | crop eq | −8.05 | 22.45 | 1.59 |
Water Consumption | −5.54 | 84.20 | 0.49 | |
Freshwater Eutrophication | kg P eq | −0.20 | 1.00 | 0.08 |
Human Carcinogenic Toxicity | kg 1,4-DCB | −46.91 | 189.64 | 8.02 |
Human Non-Carcinogenic Toxicity | kg 1,4-DCB | −2120.07 | 1493.78 | 960.77 |
Ionizing Radiation | kBq Co-60 eq | −34.57 | 60.69 | 11.00 |
Marine Ecotoxicity | kg 1,4-DCB | −57.83 | 166.62 | 28.08 |
Marine Eutrophication | kg N eq | −0.03 | 0.04 | 0.01 |
Ozone Formation, Human Health | kg NOx eq | −3.19 | 18.00 | 0.19 |
Ozone Formation, Terrestrial Ecosystems | kg NOx eq | −3.18 | 21.06 | 0.19 |
Stratospheric Ozone Depletion | kg CFC11 eq | −1.18 × 10−3 | −4.43 × 10−4 | 4.39 × 10−5 |
Terrestrial Acidification | kg SO2 eq | −4.53 | 23.46 | 0.23 |
Terrestrial Ecotoxicity | kg 1,4-DCB | −6947.80 | 11,183.19 | 378.37 |
Impact Category | Unit | Net Impact for GF Blade | Net Impact for CF Blade | ||
---|---|---|---|---|---|
Use: Light Fuel Oil | Use: Lubricant | Use: Light Fuel Oil | Use: Lubricant | ||
Fine particulate matter formation | kg PM2.5 eq | −1.88 | −2.12 | −61.04 | −61.65 |
Freshwater ecotoxicity | kg 1,4-DCB | −39.30 | −47.60 | −26.85 | −43.78 |
Global warming | kg eq | 793.20 | −651.00 | −11,150.22 | −11,475.28 |
Land use | crop eq | −9.86 | −12.13 | −24.44 | −29.29 |
Water consumption | −5.60 | −7.14 | −53.87 | −56.98 | |
Freshwater eutrophication | kg P eq | −0.18 | −0.22 | 1.56 | 1.47 |
Human carcinogenic toxicity | kg 1,4-DCB | −45.13 | −54.08 | −46.75 | −65.91 |
Human non-carcinogenic toxicity | kg 1,4-DCB | −1,923.65 | −2092.67 | 130.97 | −219.07 |
Ionizing radiation | kBq Co-60 eq | −33.91 | −41.67 | 232.49 | 214.29 |
Marine ecotoxicity | kg 1,4-DCB | −53.73 | −64.69 | −35.40 | −57.95 |
Marine eutrophication | kg N eq | −2.39 × 10−2 | −2.71 × 10−2 | −2.64 | −2.64 |
Ozone formation, human health | kg NOx eq | −3.31 | −4.18 | −576.95 | −578.86 |
Ozone formation, terrestrial ecosystems | kg NOx eq | −3.33 | −4.55 | −577.68 | −580.28 |
Stratospheric ozone depletion | kg CFC11 eq | −1.19 × 10−3 | −1.24 × 10−3 | −3.25 × 10−3 | −3.43 × 10−3 |
Terrestrial acidification | kg SO2 eq | −4.76 | −5.26 | −222.41 | −223.78 |
Terrestrial ecotoxicity | kg 1,4-DCB | −6,355.00 | −7055.3 | −6170.02 | −7701.91 |
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Kabir, M.; Young, M.H.; Gülen, G.; Singh, S. Assessing Avoided Burden and Net Environmental Impact by Recycling and Repurposing of Retiring Wind Turbines. Environments 2025, 12, 396. https://doi.org/10.3390/environments12110396
Kabir M, Young MH, Gülen G, Singh S. Assessing Avoided Burden and Net Environmental Impact by Recycling and Repurposing of Retiring Wind Turbines. Environments. 2025; 12(11):396. https://doi.org/10.3390/environments12110396
Chicago/Turabian StyleKabir, Mrittika, Michael H. Young, Gürcan Gülen, and Shweta Singh. 2025. "Assessing Avoided Burden and Net Environmental Impact by Recycling and Repurposing of Retiring Wind Turbines" Environments 12, no. 11: 396. https://doi.org/10.3390/environments12110396
APA StyleKabir, M., Young, M. H., Gülen, G., & Singh, S. (2025). Assessing Avoided Burden and Net Environmental Impact by Recycling and Repurposing of Retiring Wind Turbines. Environments, 12(11), 396. https://doi.org/10.3390/environments12110396