3.1. Life Cycle Impact Assessment
Figure 3 presents the Life Cycle Impact Assessment for the treatment of potassium mining wastewater and provides the relative contribution of the operational factors, mainly the chemical use and the energy consumption, in the different environmental impact categories. As demonstrated in
Figure 3, the main contributor to all the environmental impact categories is the use of chemicals in the pilot system, followed by energy consumption. Global Warming Potential (GWP) refers to an increase in the average global temperature due to greenhouse gas emissions [
25]. It is affected by the use of chemicals, with 65% in the novel pilot system, and also 25% from its energy consumption. Ozone Depletion (ODP) refers to the estimated impact of a substance on the depletion of the ozone layer [
26]. In the novel pilot system, the Ozone Depletion Potential is generally low, equal to 1.09 × 10
−7 Kg CFC 11 eq. The main contribution to it is the use of chemicals, at around 70%.
The Acidification Potential (AP) refers to the possibility that the system contributes to environmental acidification [
27], and it is 55% dominated by the system energy consumption, followed by contributions from the use of chemicals. Freshwater (EP-freshwater), Marine (EP-marine), and Terrestrial (EP-terrestrial) Eutrophication Potentials are mainly affected by the use of chemicals, and secondarily by the system’s energy consumption. The use of chemicals contributes around 50% to the Freshwater Eutrophication, 50% to Marine Eutrophication, and 70% to Terrestrial Eutrophication. The Photochemical Ozone Creation Potential (POCP), which is a measure of the formation of ground-level ozone, a major component of smog, from various pollutants [
28], is mainly affected by the chemical consumption of the pilot system, and secondarily by its energy use. The Abiotic Depletion Potential (ADP) represents the depletion of non-renewable resources, such as minerals and metals (ADP-minerals and metals), as well as fossil fuels (ADP-fossil) [
29]. The contribution of the use of chemicals to the ADP of minerals and metals is around 90%, and to the ADP of fossil fuels is around 60%. Water Depletion Potential (WDP) aims to assess the potential impact of water consumption on the availability of water resources for both humans and ecosystems [
30,
31], and is affected by chemical use at around 65–70%.
3.2. Comparison of the Novel Pilot System Configuration with Other Desalination Systems
The novel pilot system configuration was set for the treatment of potassium wastewater characterized by 18% TDS content. The energy consumption of this system is equal to 15 kWh/m
3.
Figure 1 presents the process flow diagram of the pilot system configuration for the treatment of the potassium wastewater.
The system was only compared with another system of the Brine-Mining project, as no LCAs were found in the literature for high-salinity wastewater treatment systems achieving high-purity water recovery, almost zero-liquid discharge, and the recovery of marketable salts. Tsalidis et al. (2022) [
32] assessed the environmental performance of a novel coal mine brine treatment technique in the framework of the project Zero-Brine, but the TDS content was quite low, around 3.8%.
In the framework of the LIFE project, titled Brine-Mining, the same technologies were used for the treatment of a coal mine wastewater with a salinity of 8%. For the treatment of this wastewater, a different configuration was used. The configuration employed four (4) membrane technologies: an ultrafiltration, a nanofiltration, an electrodialysis, and a reverse osmosis; and three (3) precipitation units: an evaporator, a crystallizer, and a dryer. Four (4) salts were recovered from this configuration. The system energy consumption is equal to 44 kWh/m
3.
Figure 4 presents the system configuration for the treatment of the saline coal mine wastewater. As is demonstrated in
Figure 4, the raw brine goes through an ultrafiltration unit for the removal of suspended solids. The permeate from the ultrafiltration heads to the first precipitation unit. There, NaOH is added for the precipitation of Mg(OH)
2. The effluent from the first precipitation unit is added to the second precipitation unit. There, Na
2CO
3 is added and CaCO
3 is precipitated. The effluent from the second precipitation unit travels to a neutralization unit, in which HCl is added to neutralize the effluent pH value. The neutralization effluent undergoes nanofiltration to remove sulfate and any remaining calcium and magnesium from the effluent. The nanofiltration effluent moves towards the electrodialysis unit, while the nanofiltration concentrate goes to the third precipitation unit, in which CaCl
2 is added for the precipitation of CaSO
4. From the electrodialysis, a partly diluted effluent and a concentrated stream are produced. The partly diluted effluent goes through reverse osmosis, where clean water is produced. The concentrated stream, which is rich in sodium (Na) and chlorides (Cl), moves forward to a MED evaporator where it is concentrated. The MED produces clean water, and the MED concentrate then flows into the crystallizer from which clean water and NaCl of high purity are produced.
The potassium wastewater was characterized by a TDS content equal to 18%, while the coal mine wastewater TDS content was 8%.
Table 10 presents a comparative Life Cycle Assessment of the two pilot systems. The first one treats saline coal mine brine, and the second treats potassium mine brine.
The potassium mine brine system generally exhibits lower environmental impact than the coal mine brine system. The Global Warming Potential of the coal mine brine system (7.42 × 101 Kg CO2 eq.) is higher than the other system (4.09 × 101 Kg CO2 eq.). The main driver for this difference is the three-times-higher energy consumption of the coal mine brine system than the potassium mine brine configuration.
Both systems have a very low Ozone Depletion Potential, exhibiting minimal impact on the ozone layer. The slight difference in the two values, with the coal mine brine ODP being higher (1.18 × 10−6 Kg CFC-11 eq.) than the corresponding value of the potassium mining brine system (1.05 × 10−6 Kg CFC-11 eq.), is negligible.
The Acidification Potential of the coal mine brine system (5.55 × 10−1 mol H+ eq.) is nearly double that of the potassium mining brine system (2.89 × 10−1 mol H+ eq.), suggesting a greater contribution to acidification rain and similar impacts. The different impact of the two systems is linked to the use of chemicals and energy consumption. However, the mass of the chemicals used is similar for the two systems; as for the coal mine brine system, the use of chemicals was 20.86 kg/h, while for the potassium mining brine, equal to 17.63 kg/h. So, it is more likely that this difference is attributed to the much higher energy consumption of the coal mine brine system than the other system.
In all types of Eutrophication Potential, the coal mine brine system exhibits higher impact than the potassium mine brine system. The Freshwater Eutrophication Potential indicates higher possibility for release of phosphorus into water bodies, while the Marine Eutrophication Potential indicates the release of nitrogen into marine environments. The excessive flow of nitrogen and potassium, can lead to oxygen depletion and algal growth [
33]. Therefore, the difference between the two systems impact in the Eutrophication Potential is mainly attributed to the difference in their energy consumption. The Photochemical Ozone Creation Potential of the coal mine brine system (2.30 × 10
−1 Kg NMVOC eq.) is higher than the potassium mining brine system (1.26 × 10
−1 Kg NMVOC eq.), exhibiting greater contribution to the release of volatile organic compounds that end up in the formation of smog. The difference is mainly attributed to the higher energy use that generally provokes higher emissions.
The coal mine brine Abiotic Depletion Potential referring to minerals and metals (1.27 × 10−3 Kg Sb eq.) is higher than the potassium mining brine system (8.88 × 10−4 Kg Sb eq.), indicating greater consumption of minerals and metals resources. The corresponding Abiotic Depletion Potential referring to fossils for the coal mine brine system (9.31 × 102 MJ) is higher than the potassium mining brine system (5.50 × 102 MJ), indicating greater reliance on fossil fuels for the coal mine brine treatment process than the potassium mining process.
The Water Depletion Potential of the coal mine brine system (1.99 × 101 m3) is lower than the corresponding value (2.15 × 101 m3) for the potassium mining brine system. This is a significant exception to the general condition of lower impact of the potassium mine brine system compared to the coal mine brine treatment system, indicating that the potassium mine brine system may be more water-demanding. However, the difference between the two systems is slightly different.
From the comparison of the two systems, it is shown that the three times higher energy consumption of the coal mine brine system contributes to its higher Global Warming Potential, Eutrophication Potential, Acidification Potential, Photochemical Ozone Creation Potential, and Abiotic Depletion Potential. Both systems have very small Ozone Depletion Potential, while the Water Depletion Potential is the only exception, as it is higher for the potassium mine brine system than the coal mine brine system.
3.3. Sensitivity Analysis
A sensitivity analysis was conducted to assess the changes in the auxiliary equipment used and its respective impact on the Global Warming Potential. Two different scenarios were investigated.
Table 4 and
Table 5 present the sensitivity analysis for the potassium mine brine system for the Global Warming Potential. More in specific,
Table 11 presents the results of the sensitivity analysis evaluating how changes in material consumption influence the total Global Warming Potential (GWP) of the potassium mine brine treatment across all life cycles, and
Table 12 presents the sensitivity analysis results for the fossil-based Global Warming Potential (GWP-fossil) of the potassium mine brine treatment system. In both cases, two scenarios are evaluated: The first scenario is a 10% decrease in the materials used, and the second scenario is a 10% increase in the materials used.
First scenario—10% decrease in materials consumption: a 10% decrease in material consumption results in a slight decrease in the total Global Warming Potential from 4.09 × 101 to 3.86 × 101 Kg CO2 eq. All stages, except B6, which is the electricity consumption, indicated a 9.1% decrease for the GWP.
Second scenario—10% increase in material consumption: a 10% increase in material consumption results in a slight increase in the total Global Warming Potential to 4.37 × 101 Kg CO2 eq. All stages, except the electricity consumption, indicated a 11.1% increase for the GWP.
The sensitivity analysis indicated that the material consumption significantly affects the system’s environmental impact.
3.4. System Comparison with Underground Disposal Method (Wastewater from Potassium Extraction)
Wastewater coming from mining operations can undergo various forms of treatment or management systems. One common method, depending on the composition of the wastewater, is the disposal of the wastewater in old underground mines that are not used. This method will be described as ‘underground disposal’ throughout this research work.
A Life Cycle Assessment (LCA) was performed to assess the impact of the potassium wastewater underground disposal. The main activity comes from energy use in pumps and soil contamination. The purpose of this LCA was to compare the potassium mining brine system with the underground disposal, which is the current implemented method. To make the two systems comparable, the production of salt products (NaCl, CaSO
4, Mg(OH)
2, CaCO
3, NaCl) in the pilot system was taken into consideration. The functional unit is 1 m
3 of wastewater. The results of the LCIA are demonstrated in
Table 13, which presents a comparative Life Cycle Impact Assessment between the innovative pilot system treating potassium mining wastewater and the conventional management method of underground disposal.
The potassium mine brine system, while having a higher impact in some categories, demonstrates important advantages compared to the conventional underground disposal method for most of the impact indicators.
The conventional treatment method has a significantly higher Global Warming Potential (2.94 × 102 Kg CO2 eq.) than the novel pilot system (4.09 × 101 Kg CO2 eq.), even though the system has slightly higher fossil GWP. This indicates that other factors, such as the energy used for pumping in underground disposal, have a greater impact on the conventional method of treatment.
The Ozone Depletion Potential of the conventional method (5.00 × 10−7 Kg CFC 11 eq.) is lower than the potassium mine brine system (1.05 × 10−6 Kg CFC 11 eq.); however, both values are quite low, indicating low environmental detrimental. The Acidification Potential of the conventional treatment method (2.11 × 10−1 mol H+ eq.) is also lower than the brine treatment system (2.89 × 10−1 mol H+ eq.), indicating less contribution to acid rain and similar phenomena, and it is probably attributed to the use of chemicals in the potassium mine brine system.
The Eutrophication Potential of all types (Freshwater, Marine, Terrestrial) is higher for the conventional method compared to the brine treatment system, indicating that the conventional method creates remaining solid substances that can contribute to nutrient pollution in land and waterways. Also, the Photochemical Ozone Creation Potential of the conventional method (1.97 × 10−1 Kg NMVOC eq.) is higher than the brine treatment system (1.26 × 10−1 Kg NMVOC eq.), indicating that this method contributes more to smog creation.
As for the Abiotic Depletion Potential, a special kind of contribution has been observed: even though the conventional method exhibits higher ADP for minerals and metals (3.34 × 10−3 Kg Sb eq.) than the potassium mine brine system (8.88 × 10−4 Kg Sb eq.), it exhibits lower ADP for fossils (3.74 × 102 MJ) than the system (5.50 × 102 MJ). This is attributed to the fact that the infrastructure for the conventional underground disposal method requires metals, while the pilot system’s energy consumption drives its fossil fuel depletion.
As for the Water Depletion Potential, the conventional method is more water-intensive (5.06 × 101 m3) than the potassium mine brine system (2.15 × 101 m3). The higher WDP in the conventional system is mainly due to the complete loss of water during the underground disposal, while, on the other hand, from the pilot system, clean water is recovered.
The pilot system seems to have a higher potential to cause cancer and non-cancer-related health effects compared to the conventional method. This is potentially attributable to the use of chemicals in the brine treatment system.
The conventional method’s Ionizing Radiation Potential (3.85 × 10−1 kBq U235 eq.) is lower than that of the potassium brine system (8.37 × 10−1 kBq U235 eq.). The IRP is primarily connected to energy consumption; therefore, the Brine-Mining system has a higher impact in this category.
The conventional method’s Particulate Matter Formation is higher (7.52 × 10−7 Disease Incidence) than that of the brine treatment system (7.20 × 10−7). The formation of particulate matter is linked both to energy consumption and to industrial processes that release particles. The pilot system has a higher energy demand than the conventional system, but the conventional method of discharging wastewater underground can potentially lead to the mobilization of existing particulate matter in soil, which can end up in the air.
The conventional method’s Soil Quality Potential is equal to 8.25 × 10−2, suggesting that it has a very detrimental impact on soil quality, compared to the pilot system’s corresponding value (7.98 × 101). This is attributed to the direct discharge of wastewaters in underground mines.
From the comparison of the two systems, it seems that while the brine treatment system has some drawbacks related to chemical use and energy consumption, it is a more sustainable solution for potassium mining wastewater compared to underground disposal, which poses a threat to soil, water, and air quality.