Submitted:
06 September 2023
Posted:
07 September 2023
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Abstract
Keywords:
1. Introduction
2. Concentrated Latex Manufacture
3. Materials and Methods
3.1. Step-1: Environmental Impact Evaluation
3.1.1. Goal and Scope Definition
3.1.2. Inventory Analysis
3.1.3. Impact Assessment
3.1.4. Interpretation
3.1.5. Sensitivity Analysis
3.2. Step-2: Improvement Proposals
3.3. Step-3: Validation of Improvement Options
4. Results and Discussion
4.1. ELCA Results
| Input/output | Factory A | Factory B | Factory C | Mean value |
|---|---|---|---|---|
| Material inputs | ||||
| Field latex (kg) (dry basis) | 1136.38 | 1107.70 | 1152.55 | 1132.21 |
| Field latex (kg) (wet basis) | 3554.93 | 3415.23 | 3974.32 | 3648.16 |
| DAHP (kg) | 5.32 | 3.05 | 6.89 | 5.09 |
| Lauric acid (kg) | 1.07 | 1.23 | 0.28 | 0.86 |
| TMTD (kg) | 0.30 | 0.16 | 0.70 | 0.38 |
| ZnO (kg) | 0.30 | 0.16 | 0.70 | 0.38 |
| Ammonia (kg) | 2.08 | 10.50 | N/A | 6.29 |
| Sulfuric acid (kg) | 19.89 | 15.95 | 24.73 | 20.19 |
| Water (kg) | 8522.82 | 6646.21 | 5762.76 | 6977.26 |
| Energy inputs | ||||
| Electricity for centrifuging and milling (kWh) | 73.07 | 48.14 | 190.41 | 103.87 |
| Transportation of latex to the factory | ||||
| Bowser truck (tkm) | 216.87 | 256.14 | 207.89 | 226.97 |
| Main product | ||||
| Concentrated latex (kg) (dry basis) | 1000.00 | 1000.00 | 1000.00 | 1000.00 |
| Concentrated latex (kg) (wet basis) | 1658.36 | 1646.10 | 1652.90 | 1652.45 |
| By-product | ||||
| Skim rubber (kg) | 113.56 | 77.78 | 117.80 | 103.05 |
| Other outputs | ||||
| Rubber dissolved in wastewater | 22.82 | 29.91 | 34.75 | 29.16 |
| Waste | ||||
| Wastewater (kg) | 10267.58 | 8344.53 | 7892.56 | 8834.89 |
| Sludge (of non-rubber particles) (kg) | 12.74 | 10.61 | 12.15 | 11.83 |
| Water vapor (kg) | 65.58 | 22.26 | 101.08 | 62.97 |
4.2. Improvement Options to Address the Hotspots
4.2.1. Option-1: Installing Inverters
4.2.2. Option-2: Installing Solar Panels
4.3. Reduction Potentials of the Options
4.3.1. Option-1: Installing Inverters
4.3.2. Option-2: Installing Solar Panels
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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| Environmental impact/pollutants | Unit | Total |
|---|---|---|
| Abiotic depletion | ||
| Tellurium | mg | 62.12 |
| Silver | mg | 215.04 |
| Copper | g | 181.76 |
| Gold | mg | 4.50 |
| Lead | g | 35.48 |
| Zinc | g | 159.82 |
| Abiotic depletion (fossil fuels) | ||
| Oil, crude | kg | 42.57 |
| Coal, hard | kg | 35.04 |
| Gas, natural | m3 | 10.89 |
| Global warming (GWP100a) | ||
| CO2 | kg | 218.41 |
| CH4 | g | 219.90 |
| N2O | g | 6.69 |
| Ozone layer depletion | ||
| Halon 1301 | mg | 2.09 |
| Halon 1211 | μg | 115.43 |
| CFC-10 | μg | 312.76 |
| HCFC-22 | mg | 2.89 |
| Human Toxicity | ||
| Thallium | mg | 365.81 |
| Nickel | mg | 440.35 |
| Nitrogen oxides | kg | 1.01 |
| Sulfur dioxide | g | 801.35 |
| Ammonia | g | 12.06 |
| Particulates, < 2.5 um | g | 93.14 |
| Photochemical oxidation | ||
| SO2 | g | 801.35 |
| CO | g | 287.47 |
| CH4 | g | 219.90 |
| NOx | kg | 1.01 |
| NMVOC | g | 120.96 |
| Acidification | ||
| SO2 | g | 726.68 |
| NOx | kg | 1.01 |
| NH3 | g | 12.06 |
| Eutrophication | ||
| Phosphate | g | 185.09 |
| Nitrogen oxides | kg | 1.01 |
| Nitrate | g | 576.50 |
| Ammonium, ion | g | 111.69 |
| COD | kg | 1.28 |
| Impact category | Unit | CML (Baseline) | IMPACT 2002+ | Eco-indicator 95 | EPD (2013) |
|---|---|---|---|---|---|
| Global warming | kg CO2 eq | 2.271×102 | 2.230×102 | 2.271×102 | 2.276×102 |
| Ozone layer depletion | kg CFC-11 eq | 2.637×10-5 | 2.637×10-5 | 3.456×10-5 | 2.637×10-5 |
| Acidification | kg SO2 eq | 1.491 | 6.546 | 1.549 | 1.573 |
| Photochemical oxidation | kg C2H4 eq | 5.472×10-2 | 8.148×10-2 | 5.970×10-2 | 5.472×10-2 |
| Impact category | Unit | Our study (Sri Lanka) | Jawjit et al.[22] (Thailand) | Jawijit et al. [24](Thailand) | Wijaya and Fukushima[23] (Indonesia) | Jawjit et al. [25](Thailand) |
|---|---|---|---|---|---|---|
| Global warming (GWP100a) | kg CO2 eq | 227 | 144 | 169 | 436 | 165 |
| Human toxicity | 1,4-DB eq | 181 | 38 | 38 | ||
| Photochemical oxidation | kg C2H4 eq | 0.05 | 0.08 | 0.08 | ||
| Acidification | kg SO2 eq | 1.49 | 1.62 | 1.31 | ||
| Eutrophication | kg PO43-eq | 0.45 | 0.21 | 0.24 |
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