Comparative environmental impact evaluation using life cycle assessment approach: a case study of integrated membrane-filtration system for the treatment of aerobically-digested palm oil mill effluent

Aiming to mitigate wastewater pollution arising from the palm oil industry, this university-industry research-and-development project focused on the integration of serial treatment processes, including the use of moving bed biofilm reactor (MBBR), pre-treatment with sand filters and activated carbon filters, and membrane technology for aerobically-digested palm oil mill effluent (POME) treatment. To assess the potential of this sustainable alternative practice in the industry, the developed technology was demonstrated in a pilot-scale facility: four combinations (Combinations I to IV) of unit operations were developed in an integrated membrane-filtration system. Combination I includes a MBBR, pre-treatment unit comprising sand filters and activated carbon filters, ultrafiltration (UF) membrane, and reverse osmosis (RO) membrane, while Combination II excludes MBBR, Combination III excludes UF membrane, and Combination IV excludes both MBBR and UF membrane. Life cycle assessment (LCA) was performed to evaluate potential environmental impacts arising from each combination while achieving the goal of obtaining recycled and reusable water from the aerobically-digested POME treatment. It is reported that electricity consumption is the predominant factor contributing to most of those categories (50–77%) as the emissions of carbon dioxide (CO2), sulfur dioxide (SO2), nitrogen oxides, and volatile mercury during the combustion of fossil fuels. Combination I in the integrated membrane-filtration system with all unit operations incurring high electricity consumption (52 MJ) contributed to the greatest environmental impact. Electricity consumption registers the highest impact towards all life cycle impact categories: 73% on climate change, 80% on terrestrial acidification, 51% on eutrophication, and 43% on human toxicity. Conversely, Combination IV is the most environmentally-friendly process, since it involves only two-unit operations – pre-treatment unit (comprising sand filters and activated carbon filters) and RO membrane unit – and thus incurs the least electricity consumption (41.6 MJ). The LCA offers insights into each combination of the operating process and facilitates both researchers and the industry towards sustainable production.


Introduction
As the key driver for rural development in Malaysia, the palm oil industry provides direct employment to half a million Malaysians and indirect employment to another 250,000 people. The industry, however, has faced environmental challenges since the extraction of palm oil generates sizeable volumes of wastewater known as palm oil mill effluent (POME). The effluent is generally a thick, brownish colloidal suspension with not only a distinctively offensive odour, but also a high chemical oxygen demand (15,000-100,000 mg L − 1 ) and a high biological oxygen demand (10,,750 mg L − 1 ) [1]. For every ton of fresh fruit bunch processed, 0.5-0.7 t of POME is generated.
The release of untreated POME into water bodies causes environmental pollution by reducing the dissolved oxygen concentration therein, hence threatening the life of aquatic organisms [2,3]. Over the past few decades, POME has conventionally been treated with the use of a series of open ponds [4]. Nevertheless, this conventional biological treatment suffers from the emission of greenhouse gases (GHS), i.e., methane and carbon dioxide (CO 2 ) [5]. According to a report in 2009 by Roundtable on Sustainable Palm Oil, 70% of the GHS emitted from palm oil mills were attributed to POME. Accordingly, stringent legislation has been established against the release of untreated POME into water bodies. Besides, it is reported that 85% of water from the POME can be recycled, reducing the operating costs as well as to protect the environment from pollution [6]. A POME treatment system based on membrane technology shows high potential for eliminating the environmental problem, and in addition, this alternative treatment system offers water recycling [7]. The treated effluent has a high quality and crystal-clear water that can be used as the boiler feed water or as the source of drinking water production [8].
This study represents the research-and-development collaboration between university and the local palm oil industry to devise a practical strategy for the recycle and reuse of aerobically-digested POME. Aiming at improving sustainability in the palm oil industry, this industryuniversity project focused on the integration of the serial treatment process, including the use of the moving bed biofilm reactor (MBBR), pre-treatment through sand filters and activated carbon filters, and membrane technology for aerobically-digested POME treatment. The process flow of the unit operations is depicted in Fig. 1. The jointly-developed strategy was successful in achieving water recycle and reuse by treating the aerobicallydigested POME to attain the quality of boiler feed water [9]. Based upon the successful outcome, the resultant technology was demonstrated in a pilot-scale facility to assess the potential of this relatively sustainable alternative practice in the palm oil industry. Figure S1 of Supplemental Information depicts the piping and instrumentation diagram of the pilot-scale integrated membrane-filtration system.
The pilot-scale integrated membrane-filtration system consists of MBBR, sand filter and activated carbon pretreatment, coupled with ultrafiltration (UF) membrane, and reverse osmosis (RO) membrane. The pilot-scale integrated membrane filtration system has proven in enabling to treat aerobically-digested POME up to the standard where the treated water can be recycle and reuse as boiler feed water or any other usage [9]. Therefore, four combinations of unit operations in the integrated membrane-filtration system of pilot-scale were developed for treating the aerobically-digested POME to achieve the treatment target. Despite the success of this integrated membrane-filtration system in treating aerobically-digested POME and attaining recycled and reusable water, the potential environmental impacts by different combination of unit operations  should be ascertained for the selection of most sustainable technology to implement in real industrial practice. Kamble et al. [10] reported that the use of MBBR in treatment plant had contributed to high CO 2 and GHG emission due to high energy consumption by aerators or mechanical stirrers in ensuring the bed in MBBR is moving for uniform treatment. On the other hand, a study conducted by Meneses and Flores [11] stated that several critical environmental issues such as climate change, eutrophication, and human toxicity are linked to the high energy demand of membrane filtration system, namely UF and RO. Life cycle assessment (LCA) is a viable tool to achieve an understanding on how the selected system can impact the environment. Sharvini et al. [12] has conducted a LCA of POME based energy generation and their findings provide useful information to guide decisionmakers in the sustainable management of POME. However, most of the previous studies only focus on single alternative in POME treatment technology [13][14][15][16]. Nevertheless, there is lack of LCA study towards pilotscale system in aerobically-digested POME treatment. Thus, there is a need to have an in-depth life-cyclebased model on pilot-scale integrated membranefiltration system in evaluating the potential environmental impacts imposed by each combination while achieving the goal of obtaining recycled and reusable treated water from aerobically-digested POME treatment. The LCA approach of comparing the aerobically-digested POME treatment technologies presented herein, and the findings are expected to offer impact-oriented insights into each combination of the operating process and to facilitate both researchers and the industry towards sustainable production.

Methods
In this study, the methodological framework for LCA by the International Standard Organization 14,040: 2006 was adopted to evaluate potential environmental impacts of the integrated membrane-filtration system through different combinations of unit operations. The methodology comprises four components: definition of goals and scope, life cycle inventory, assessment of life cycle impacts, and interpretation [17].
Integrated membrane-filtration system Combination I Combination I of the integrated membrane-filtration system includes a MBBR, pre-treatment unit comprising sand filters and activated carbon filters, UF membrane, and RO membrane. The aerobically-digested POME accumulating in a clarified tank was pumped into a 500-L MBBR. Aeration was instituted through the use of an air compressor for 24 h throughout the biological treatment in the MBBR to ensure uniform distribution of the biofilm media [18]. The aerobically-digested POME was then pumped into an intermediate tank, passing through the pre-treatment unit and the UF-membrane unit. Subsequently, the pre-treated POME in the intermediate tank was further treated with the RO-membrane unit and left in a treated water storage tank.
Periodical chemical cleaning with 0.1 wt% sodium hydroxide (NaOH) for a consecutive 2-h duration was performed to ensure the optimum performance of the UF-and RO-membrane units in first combination of the integrated membrane-filtration system after every cycle of membrane filtration (6 h) [7]. Chemical cleaning serves to remove fouling layer on the membrane surface ad is critical to the successful application of membrane technology. In this study, NaOH is used instead of hydrochloric acid (HCl) due to its better cleaning performance [19].

Combination II
Combination II of the integrated membrane-filtration system includes a pre-treatment unit comprising sand filters and activated carbon filters, UF membrane, and RO membrane. The aerobically-digested POME accumulating in the clarified tank was pumped into the intermediate tank, passing through the pre-treatment unit and the UF-membrane unit, and bypassing the MBBR. Subsequently, the pre-treated POME in the intermediate tank was further treated with the RO-membrane unit and left in a treated water storage tank.
Similar to Combination I, periodical chemical cleaning with 0.1 wt% NaOH for a consecutive 2-h duration was performed to ensure the optimum performance of the UF-and RO-membrane units in Combination II of the integrated membrane-filtration system after every cycle of membrane filtration (6 h) [7].

Combination III
Combination III of the integrated membrane-filtration system includes an MBBR, pre-treatment unit through sand filters and activated carbon filters, and RO membrane. The aerobically-digested POME accumulating in the clarified tank was pumped into a 500-L MBBR. Aeration was instituted through the use of an air compressor for 24 h throughout the biological treatment in the MBBR to ensure uniform distribution of the biofilm media [18]. Unlike Combination I of the integrated membrane-filtration system, the aerobically-digested POME was pumped into the intermediate tank, passing through pre-treatment unit comprising sand filters and activated carbon filters and bypassing the UF-membrane unit. Subsequently, the pre-treated POME in the intermediate tank was further treated with the RO- membrane unit and left in the treated water storage tank. Similar to Combination I of the integrated membranefiltration system, periodical chemical cleaning 0.1 wt% NaOH for a consecutive 2-h duration was performed to ensure the optimum performance of the RO-membrane units in Combination III of the integrated membranefiltration system after every cycle of membrane filtration (6 h) [7].

Combination IV
Combination IV of integrated membrane-filtration system includes only pre-treatment through sand filters and activated carbon filters and a RO membrane. The aerobically-digested POME accumulating in clarified tank was directly pumped through the pre-treatment unit comprising sand filters and activated carbon filters and left in the intermediate tank, bypassing the MBBR and UF-membrane unit. Subsequently, the pre-treated POME in the intermediate tank was further treated with the RO-membrane unit and left in the treated water storage tank.
Similar to Combination I of the integrated membranefiltration system, periodical chemical cleaning with 0.1 wt% NaOH for a consecutive 2-h duration was performed to ensure the optimum performance of UF-and RO-membrane units in Combination IV of the integrated membrane-filtration system after every cycle of membrane filtration (6 h) [7].

Life cycle assessment Goal and scope
The goal and scope were defined at the early stage of the LCA to provide a clear purpose for the targeted audience [20]. System boundaries and functional units within the boundaries to achieve the desired goal are also clarified in this section [21].
The goal of this study is to conduct an environmental assessment for the integrated membrane-filtration system operating in different unit-operation combinations in aerobically-digested POME treatment. Among the three phases for the complete system (construction phase, operational phase, and disposal phase), only the second was considered in this study, given its greatest impact [22,23]. Since only the operational phase is considered, the gate-to-gate approach is applied for the LCA. This signifies that the system boundary covers the operational units after the clarified tank including the MBBR, sand filters and activated carbon filters, UF membrane, and RO membrane. Figure 2 depicts the system boundaries for different combinations of the integrated membrane-filtration system. A volume of 6 m 3 of boiler feed grade treated water was specified as the function unit (FU) of each system. 6 m 3 was the capacity of the pilot-scale integrated membrane-filtration system. The selected FU was used as the basis for comparing the environmental impact imposed by different combinations of integrated membrane-filtration system. Quality of boiler feed grade treated water can be referred from our previous study [9].

Life cycle inventory
Life cycle inventory, the second stage in the LCA, is the most essential part where data collection is performed. In this study, data collection focused on the operational phase as explained in Goal and scope section. Three dominant inputs were elucidated for the integrated membrane-filtration system: electricity, chemical (NaOH), and process water. Electricity was provided to the pump and air compressor to run the system during the treatment. Air was supplied to the MBBR to create a uniform circular movement for the biofilm growth. NaOH (0.1 wt%) was used for the chemical cleaning of the UF and RO membranes whereas process water was used for the backwashing of the sand filters and activated carbon filters. The life cycle inventories of the combinations for the integrated membrane-filtration system which collected from experimental data, relevant literature and environmental databases are summarized in Tables 1, 2, 3 and 4.

Assessment of life cycle impacts
Assessment of life cycle impacts at the third stage of the LCA is to identify and classify the potential environmental impacts imposed by different combinations of the integrated membrane-filtration system. The three basic elements in the assessment are category selection, classification, and characterization [24].

Impact category selection
SimaPro® v.8.4.0.0 LCA software used in this study contains a series of impact assessment methods: ReCiPe midpoint method, Centrum voor Milieukunde Leiden (CML) 2001 method, and environmental product declaration method [25]. Among them, the well-established ReCiPe midpoint method was chosen to facilitate this study [26]. ReCiPe method is selected as it is the updated method combining two popular methods [27], namely CML methodology and Eco-indicator 99 for the creation of broader impact categories [28]. Under Re-CiPe method, the widely use midpoint evaluation is chosen to transform the life cycle inventory into a number of indicator scores [29,30]. Impact categories such as climate change, terrestrial acidification, human toxicity, and eutrophication were selected for assessment of life cycle impacts due to their close relation to the operational phase [17]. This is because the operational phase contributed significantly to the equipment's power consumption hence impinging on the above impact categories strongly. In the study conducted by others [31,32], climate change (global warming potential), acidification potential, and eutrophication potential are also being selected as the impact categories in the LCA study for aerobically-digested POME treatment.

Classification
Classification refers to the distribution of the data collected for the life cycle inventories to the life cycle impact categories [33]. In SimaPro® v.8.4.0.0 LCA software, classification was computed automatically.

Characterization
Characterization refers to the distribution of the contributions of the data collected for life cycle inventories to the relevant life cycle impact categories. Components that contribute to the specific impact category were multiplied by the associated characterization factor. For characterization at the midpoint level in the ReCiPe midpoint method, characterization was determined through Eq. (1) [34].
where m i is the quantity of the substance released (kg of substance i), Q m is the characterization factor connecting the quantity of the component with the selected impact category (kg substance i/kg CO 2 for climate change impact category), and I m is the displayed result showing the contribution of the component to the impact category (kg CO 2 for climate change impact category). However, the variation in characterization factor is inevitable. Thus, consistency in the development of midpoint and endpoint models in ReCiPe method was enhanced by working with the same time horizon per cultural perspective across the various impact categories, in order to ensure characterization factors are up-todate and representative for the global scale, while maintaining the possibility for a number of impact categories to implement characterization factors at a country and continental scale [35].

Interpretation
Interpretation is the last step in LCA. Assessment of the life cycle impacts is analyzed, compared, and discussed for different combinations for the integrated membranefiltration system. The interpretation provides an impact relevant understanding on each combination of the operating process and facilitates both researchers and industry partners towards sustainable production.

Results and discussion
Impact study of combination I As presented in Fig. 3a, Combination I portraited an interesting result where electricity consumption registers the highest impact towards climate change and terrestrial acidification. High contribution in eutrophication and human toxicity can be observed in both electricity consumption and process water. Among three dominant inputs for the Combination I, NaOH contributed the least environmental impact regardless of the impact category.
The environmental impact on climate change is benchmarking with the release of CO 2 , the dominant GHS to the environment [36]. In Combination I, Fig. S2 shows that a total amount of 52 MJ electricity was consumed for the treatment of partially-treated aerobicallydigested POME in obtaining 6 m 3 of boiler feed grade treated water. The consumption of electricity for the treatment had released 12.7 kg CO 2 , accounting for about 72% of the total CO 2 release. As reported by the Malaysia Energy Commission [37], electricity generated in Malaysia originated from numerous sources: 90.7% from fossil fuels (comprising 50.4% gas, 38.0% coal, 1.1% oil, and 1.2% diesel), 8.4% from hydroelectricity, and 0.9% from others. Combustion of fossil fuels in power plants generates steam that drives turbines to produce electricity. Substantial amounts of CO 2 released through such combustion have led to climate change. The Kyoto  Protocol established by the United Nations Framework Convention on Climate Change supported the fact and stipulated that electricity generation has been one of the dominant factors contributing to the release of CO 2 in Malaysia [38]. The RO membrane unit is the unit operation which utilizes the most electricity energy [39]. This is mainly due to the use of the high-pressure pump to provide the driving force across the RO membrane module.
In addition, the utilization of process water contributes fairly to climate change, accounting for about 27% of the total CO 2 release. In Malaysia, surface water received by water-treatment plants is subjected to a series of treatment processes which incurs high electricity consumption and use of chemicals [40].
Despite CO 2 release in electricity generation, the chemical reaction between coagulants and anions (such as HCO 3 − ) could also contribute to CO 2 formation [41]. The pre-treatment unit comprising sand filters and activated carbon filters is the unit operation which utilizes the most process water. This is because the coarse adsorbent in both filters required regular backwashing to ensure optimum operation [42]. On the other hand, NaOH exerts the least impact on climate change. It accounted for only 1.4% from the total CO 2 release by both UF and RO membrane units due to the use of only minute amounts. Figure S3 depicts the contribution of Combination I of the integrated membrane-filtration system towards terrestrial acidification. The environmental impact on terrestrial acidification is referred to as the release of sulphur dioxide (SO 2 ). As with the environmental impact category of climate change, electricity consumption exerts the greatest impact on terrestrial acidification, followed by process water and lastly by NaOH. Other than CO 2 , SO 2 is also emitted from the combustion of fossil fuels for electricity generation due to the oxidation of the sulphur content in coal while ammonia released to the atmosphere originates predominantly from agricultural activities [43,44]. These emissions lead to the acidic deposition of sulphuric acids, nitric acids, and ammonium in the ecosystems. In sensitive ecosystems, these acidic compounds will acidify the soil, affecting nutrient recycling and impacting ecological roles of the forests [45]. Therefore, it is not surprising that terrestrial acidification exhibits patterns similar to those of climate change.
Eutrophication arises from an oversupply of nutrients, most commonly as nitrogen, which leads to the overgrowth of plants and algae in the aquatic ecosystem [46]. Hence, the environmental impact on eutrophication is reflected by the release of nitrogen. As illustrated by Fig.  S4, eutrophication is attributed appreciably to electricity consumption (50%) and process water (48%). Nitrogen oxides are released in two forms for electricity generation: fuel NO x and thermal NO x . Fuel NO x is emitted during the burning of fossil fuels due to the combustion of coal and nitrogen-containing oil [47]. Thermal NO x is formed through the oxidation of nitrogen in atmospheric air at high temperatures [48]. The release of nitrogen oxides to the environment, especially into water bodies, causes algae booming and culminates in eutrophication. The RO membrane unit, which utilizes the most electricity energy, is the dominant unit operation unit leading to eutrophication.
Comparatively, process water contributes towards eutrophication to a larger extent (48%) than towards climate change and terrestrial acidification. The underlying reason is that, other than the formation of nitrogen  oxides caused by electricity utilization in watertreatment plants, chlorinationthe commonly-applied disinfection process in Malaysia's water-treatment plants [49] also plays a role. A shortcoming of chlorine is that it may react with organic matters and rust deposited on surfaces of pipes [50]. This leads to the release of ammonia into the environment: when leached into water bodies, such ammonia will promote algae growth [51]. Expectedly, the pre-treatment unit comprising sand filters and activated carbon filters which utilizes large amounts of process water contributes appreciably to eutrophication. Human toxicity can be observed in Fig. S5 where such toxicity is reflected by the impact of 1,4-dichlorobenze on human health [52]. As with eutrophication, human toxicity is attributed appreciably to electricity consumption (43%) and process water (45%). Process water registers the highest impact towards human toxicity mainly due to the release of mercury associated with the use of chlorine in water treatment plants for the production of process water. Chlorine is commonly produced with the use of mercury cells. As reported by the USEPA [53], 94% of chlorine produced in the United States originated from the mercury-cell process. The mercury used in the process has the potential to vaporize and be released into the environment [54]. The mercury thus released, upon entry into water bodies, will form a toxic substance known as methylmercury that threaten human [55]. As reported by Ayres [56], the mercury-cell process is the major source of the environment impact on human toxicity. Additionally, the generation of electricity likewise contributes to human toxicity. The combustion of fossil fuels for electricity generation emits toxic substances such as arsenic, mercury, and lead, which jeopardises human health [57]. These toxic substances will stay in the human body for long periods of time [58]. According to Hidayu et al. [59], as much as 26% of mercury emission resulted from the combustion of fossil fuels during electricity generation.

Impact study of combination II
Combination II portrays a similar trend as Combination I, where electricity consumption registers the highest impact towards climate change and terrestrial acidification. However, as opposed to Combination I, a greater impact on eutrophication and human toxicity can be observed in Fig. 3b, where environmental impact from process water occupied larger portion of the chart.
Presented in Fig. 3b, electricity consumption registers the greatest impact (67%), followed by process water (31%), and lastly by NaOH (2%). Combination II bypasses the MBBR as compared to Combination I; hence, less electricity was needed for the system operation. As presented in Fig. S6, as much as 41.6 MJ of electricity was consumed for the treatment process in Combination II, contributing to 10.1 kg of CO 2 release. Given its use of the high-pressure pumps, the RO membrane unit consumes the greatest amount of electricity and is thus the dominant unit operation contributing to climate change.
Additionally, process water contributes fairly to climate change. The pre-treatment unit comprising sand filters and activated carbon filters utilizes the most process water for regular backwashing. Therefore, the environmental impact of the pre-treatment unit toward climate change is undeniable. On the other hand, NaOH exerts the least impact on climate change, contributing to only 1.6% from the total CO 2 release by both UF and RO membrane units due to the use of only minute amounts. Similarly, electricity consumption registers the greatest impact on terrestrial acidification, as clearly stated in Fig. S7. Since it is due to SO 2 emissions during the combustion of fossil fuels for electricity generation, terrestrial acidification exhibits patterns similar to those of climate change [60]. Besides, large amount of process water used in Combination II is the key reason to promote eutrophication (50%), as depicted in Fig. S8. Approximately 675 kg of process waterequivalent to 0.00154 kg of nitrogen releasewas utilized on the backwashing of the pre-treatment unit comprising sand filters and activated carbon filters, and on cleaning of the UF and RO membrane units, Nevertheless, the RO membrane unit contributes the greatest environmental impact towards eutrophication. This is because, other than consumption of process water for cleaning, the RO membrane unit also utilizes a high amount of electricity, contributing to the formation of nitrogen oxides which eventually leads to eutrophication.
As with eutrophication, process water registers the highest contribution towards human toxicity in Fig. S9. In this regard, the pre-treatment unit (which requires much process water for regular backwashing) is the unit operation predominantly contributing to human toxicity under the process water input. However, given its appreciable electricity consumption due to high-pressure pumps and moderate utilization of process water for membrane cleaning, the RO membrane unit is the unit operation contributing to the greatest environmental impact towards eutrophication in Combination II.

Impact study of Combination III
Combination III generally explicit a greater footprint on four impact categories studied. As shown in Fig. 3c, electricity consumption holds substantial amount of 77% on climate change, 84% on terrestrial acidification, 57% on eutrophication, and 49% on human toxicity. Process water exerts a moderate impact on all such impact categories: 22% on climate change, 15% on terrestrial acidification, 41% on eutrophication, and 38% on human toxicity. Lastly, NaOH exerts the least impact on all impact categories: 2% on climate change, 2% on terrestrial acidification, 2% on eutrophication, and 13% on human toxicity.
The contributions of Combination III of the integrated membrane-filtration system towards the environmental impacts are presented: climate change (Fig. S10), terrestrial acidification (Fig. S11), eutrophication (Fig. S12), and human toxicity (Fig. S13). Contributions of the three main dominant inputs concluded that electricity consumption is the main input factor leading to all environmental impacts imposed by Combination III. As much as 52 MJ of electricity was consumed for the treatment process in Combination III, which exceeds that of Combination II (41.6 MJ). Although Combination III bypassing the UF-membrane unit has reduced the use of electricity by the UF-membrane unit, the MBBR nonetheless consumes appreciable electricity due to continuous air supplied by the air compressor for the biofilm growth [61]. As electricity consumption is the main input factor leading to all environmental impacts imposed by Combination III, the RO membrane unit, with its use of high-pressure pumps, consumes the greatest amount of electricity and is thus the dominant unit operation promoting for aforementioned environmental impacts under operating processes in Combination III.
Besides electricity consumption, process water utilized in the integrated membrane-filtration system also exerts critical environmental impacts. In this regard, despite its utilisation of only little electricity, the pre-treatment unit comprising sand filters and activated carbon filters warrants copious process water for frequent backwashing. It therefore contributes appreciably to the environmental impacts of climate change, terrestrial acidification, eutrophication, and human toxicity. Comparatively, despite its utilisation of an equal amount of electricity, the MBBR contributes the least to environmental impact for all categories, since it does not require process water for its operation.

Impact study of Combination IV
As presented in Fig. 3d, electricity consumption contributes a total peak of 73% on climate change, 80% on terrestrial acidification, 51% on eutrophication, and 43% on human toxicity for the impact study of Combination IV. Moderate impact imposed by process water towards all the categories: 25% on climate change, 17% on terrestrial acidification, 46% on eutrophication, and 43% on human toxicity. Lastly, NaOH registers the least impact towards the categories: 2% on climate change, 2% on terrestrial acidification, 3% on eutrophication, and 15% on human toxicity.
The contributions of Combination IV of the integrated membrane-filtration system towards the environmental impacts are depicted: climate change (Fig. S14), terrestrial acidification (Fig. S15), eutrophication (Fig. S16), and human toxicity (Fig. S17). The three main dominant inputs contribution thus depicted concluded that electricity consumption is the main input factor leading to all environmental impacts imposed by Combination IV. Combination IV is more energy-saving (it consumed the least electricity, i.e., only 41.6 MJ): the underlying reason is that it bypasses the MBBR and UF-membrane unit and instead involves only the pre-treatment unit (comprising sand filters and activated carbon filters) and RO membrane unit. Electricity consumption leads to all environmental impacts imposed by Combination IV. In this regard, the RO membrane unit with its use of highpressure pumps consumes more electricity than the pretreatment unit; thus, it is the dominant unit operation leading to the said environmental impacts. As with Combination III, the magnitudes of the environmental impacts for Combination IV are as follows: electricity consumption (greatest), utilization of process water (moderate), and lastly the use of NaOH (least).

Application of life cycle assessment in decision making
After individual assessment of four different combinations, it is crucial to conduct a comparative study for decision-making on system application for aerobicallydigested POME treatment. The comparative study for the combinations is presented in Fig. 4. Combination I exerts the greatest impact towards all life cycle impact categories, possibly due to its involvement of many unit operations and the consequential high electricity consumption, utilization of process water, and use of NaOH. Generally, the contribution of system combination towards the categories followed the ascending sequence of Combination IV (least) < Combination III < Combination II < Combination I (greatest), regardless the life cycle impact category attributed to the reduction of unit operation. However, the environmental impacts of climate change and terrestrial acidification imposed by Combination III are higher than those by Combination II. This is mainly due to higher electricity consumption of the MBBR in Combination III. As explained previously, CO 2 released through the combustion of fossil fuels is the dominant factor leading to climate change [38]. Therefore, the high electricity consumption of the MBBR in Combination III registers a greater environmental impact towards climate change [62]. Likewise, terrestrial acidification is caused mainly by SO 2 emissions during the combustion of fossil fuels [63]. Therefore, both climate change and terrestrial acidification exhibit the same trend.
On the other hand, despite electricity consumption, the two environmental impacts of eutrophication and human toxicity are also greatly affected by the utilization of process water. For the former, the release of ammonia into the environment through the reaction between chlorine in water and natural organic matters promote algae growth and culminate in eutrophication [64]. For the latter, the release of mercury during chlorine formation leads to its leaching into water bodies and thus the formation of toxic methylmercury that threatens human health [55]. Combination II (which involves the pretreatment unit) utilizes more process water for regular backwashing than Combination III (which bypasses the pre-treatment unit). Therefore, Combination II registers a high environmental impact to eutrophication. All in all, Combination IV of the integrated membranefiltration system is the most environmentally-friendly operating process for treating aerobically-digested POME in achieving 6 m 3 of boiler feed grade treated water. Combination IV has reduced the electricity consumption by 20% which contributing to most of impact categories (climate change, terrestrial acidification, marine eutrophication, human toxicity) as the emissions of CO 2 , SO 2 , nitrogen oxides, and volatile mercury during the combustion of fossil fuels.

Sensitivity analysis
The results of the analysis of the four combinations of boiler feed water treatment systems explain that the use of electricity is a major factor contributing to the environmental impact. As such, further analysis has been made to compare the environmental impact of the existing electricity use in Malaysia with alternative energy sources. Hydro power is a renewable energy source. Hydroelectric generation plant uses dams to store water from various sources. When the water flows and moves the turbine, the form of energy will convert from kinetic energy into mechanical energy. The turbine moves the generator rotor and transforms the mechanical energy into electrical energy [65]. In Malaysia, electricity generation with hydropower resources is still underdevelopment, as far it is only 8.4% hydroelectric in electricity generation [66]. However, alternative energy sources have begun to take over and play an important role in power generation [67]. According to International Energy Agency 2019, the demand for electricity from hydropower sources is increasing across Asia [68].
In addition, other alternative energy sources such as photovoltaic energy are also being considered. Photovoltaic (PV) is a method of generating electricity by converting the sunlight into electricity by using semiconductors [69]. According to ASEAN Remap study conducted by ASEAN Centre of Energy and International Renewable Energy Agency, Malaysia's total installed power generation capacity from solar PV is targeted to hit 5800 MW by 2025 [70]. Thus, based on these two alternative energy sources, impact assessment is conducted using the SimaPro® software to study the impact generated by these three energy sources in supplying 1 kWh of electricity. Figure 5 summarizes the resulting impacts of the three energy options used.
In the category of climate change, it is worth noting that hydro and PV energy contribute to lower impacts compared to the current electricity consumed in Malaysia at 15 and 10% respectively. To produce 1 kWh of electricity, hydropower consumption contributed 0.13 kg CO 2 -equivalent while PV energy contributed 0.085 kg of CO 2 -equivalent. This is because both alternate sources do not need to supply electricity from the burning of fossil fuels that releases a lot of CO 2 .
For the category of terrestrial acidification, hydro power contributes a low impact value of 0.65% (2.15 × 10 − 5 kg SO 2 -equivalent) as compared to existing electricity use. While PV energy has contributed 4.45 × 10 − 4 kg SO 2 -equivalent, e.g., 13.4% compared to electricity from fossil fuel combustion. In the eutrophication category, hydropower and PV energy resulted in low impact compared to electricity from fossil combustion, e.g., 1.4 and 35.5% respectively. Fossil combustion releases nitrogen dioxide (NO x ) as well as high SO 2 emissions.
In the category of toxicity to humans, PV energy has generated the greatest impact, by releasing a 1,4-dBequivalent 0.00704 kg in supplying 1 kWh of electricity. This is due to chemicals found in PV cells such as cadmium telluride, copper indium selenide and cadmium gallium that release toxic substances into the environment. In conclusion, this analysis suggests that existing electrical energy contributes to majority of the environmental impacts, thus a sustainable aerobically-digested POME treatment system can be developed with the use of renewable energy. Therefore, shifting of fossil fuel towards renewable energy is crucial in preserving the environment.

Conclusions
The LCA of different combinations of the integrated membrane-filtration system was based on the four main life cycle impact categories (climate change, terrestrial acidification, eutrophication, and human toxicity) through the input from electricity consumption, utilization of process water, and use of NaOH. It can be concluded that electricity consumption is the dominant factor contributing to most of the life cycle impact categories (50.2-77%) as the emissions of CO 2 , SO 2 , nitrogen oxides, and volatile mercury during the combustion of fossil fuels in electricity generation lead to climate change, terrestrial acidification, eutrophication, and human toxicity. Therefore, among the combinations of operating process, Combination I system which involves all unit operations with high electricity consumption (52 MJ) registers the greatest impact towards all impact categories. On the other hand, Combination IV system is the most environmentally-friendly for treating aerobically-digested POME in achieving 6 m 3 of boiler feed grade treated water, since it involves only two unit operationsthe pre-treatment unit comprising sand filters and activated carbon filters and RO membrane unit with the least electricity consumption (41.6 MJ). Electricity consumption registers the highest impact towards all life cycle impact categories: 73% on climate change, 80% on terrestrial acidification, 51% on eutrophication, and 43% on human toxicity. Combination IV has reduced the electricity consumption by 20% which contributing to most of impact categories. However, the LCA herein focuses on only the operational phase and excludes the construction and disposal phases. Further studies examining those phases are therefore suggested.
Additional file 1: Fig. S1. P&ID of the pilot-scale integrated membranefiltration system. Fig. S2. Combination I of integrated membranefiltration system contribution towards climate change. Fig. S3. Combination I of integrated membrane-filtration system contribution towards terrestrial acidification. Fig. S4. Combination I of integrated membranefiltration system contribution towards eutrophication. Fig. S5. Combination I of integrated membrane-filtration system contribution towards human toxicity. Fig. S6. Combination II of integrated membrane-filtration system contribution towards climate change. Fig. S7. Combination II of integrated membrane-filtration system contribution towards terrestrial acidification. Fig. S8. Combination II of integrated membrane-filtration system contribution towards eutrophication. Fig. S9. Combination II of integrated membrane-filtration system contribution towards human toxicity. Fig. S10. Combination III of integrated membrane-filtration system contribution towards climate change. Fig. S11. Combination III of integrated membrane-filtration system contribution towards terrestrial acidification. Fig. S12. Combination III of integrated membrane-filtration system contribution towards eutrophication. Fig. S13. Combination III of integrated membrane-filtration system contribution towards human toxicity. Fig. S14. Combination IV of integrated membrane-filtration system contribution towards climate change. Fig. S15. Combination IV of integrated membrane-filtration system contribution towards terrestrial acidification. Fig. S16. Combination IV of integrated membrane-filtration system contribution towards eutrophication. Fig. S17. Combination IV of integrated membrane-filtration system contribution towards human toxicity.