Rocio Elizabet
Cardozo‡
*,
Nicolás Martín
Clauser‡
,
Fernando Esteban
Felissia
,
María Cristina
Area
and
María Evangelina
Vallejos
IMAM, UNaM, CONICET, FCEQYN, Programa de Celulosa y Papel (PROCyP), Misiones, Argentina, Félix de Azara 1552, Posadas, Argentina. E-mail: rociocardozo10@gmail.com; Tel: +5493743-439529
First published on 28th February 2024
The global forest industry is focused on developing waste valorization technologies. Regional resources use in biorefineries could be a strategy to improve profitability and mitigate the environmental impact of the involved industrial sectors, adding a new value chain to the forest industry. This study develops the mass and energy balance for bioethylene and lignin production from industrial pine sawdust (IS), a primary wood processing in Argentina. The proposed production process is composed of: (i) soda-ethanol pretreatment to remove the lignin; (ii) simultaneous saccharification and fermentation (SSF) to convert the cellulose to glucose and then to ethanol; (iii) ethanol recovery (95%); (iv) ethanol dehydration to bioethylene and; (v) bioethylene recovery through an ethylene tower and stripper. In the proposed process, 107 kg of bioethylene per ton of dry sawdust could be obtained, recovering 208 kg of lignin. Energy consumption is about 1885 MW h t−1 of dry sawdust. The highest consumption is in pretreatment and ethanol recovery processes, which can be reduced by 42%. Regarding economic assessment, the internal rate of return (IRR) and net present value (NPV) were 10.08% and 5.21 MM USD, respectively. Sensitivity analysis shows that the most influential parameters are lignin and bioethylene market prices and energy and enzyme costs.
Some studies have been reported on the production of bioethylene and byproducts in the last few years. For example, a study analysed the processing of beech wood employing an ethanol–water mixture catalysed with 1% sulfuric acid followed by enzymatic hydrolysis. The main obtained bioproducts were 0.1 t bioethylene, 0.16 t organosolv lignin per dry tonne of beech wood, and others.9 In this study, bioethylene production from industrial sawdust generated 0.107 t of product and 0.208 t of lignin.
The concentration of bioethanol is also relevant. In other words, using 42
194 t h−1 of pure bioethanol (95%) feed stream, 21
876 t h−1 of bioethylene was produced.10,11 However, 45.0614 t h−1 bioethylene was obtained from 165 t h−1 of a diluted, less concentrated renewable ethanol feed.10
Several authors also report that the selling price of biorefinery products greatly influences the model sensitivity.9,10,12,13 The cost of electricity has also been a relevant factor.14,15 Regarding the raw material, industrial sawdust availability16 and cost9,12 are critical factors in some studies. In contrast, in the NEA region of Argentina, the feedstock cost is relatively low.
A few years ago, the competition between the price of ethylene of petrochemical origin and bioethylene was impossible because of the wide gap in costs; however, the difference has now been reduced and this has made it possible for biorefineries to produce bioethylene with a competitive capacity to operate in the world.17 It has been shown that bioethylene for ethylene-based polymers significantly reduces greenhouse gases without changing the properties of the biobased polymer.18
The optimization of the process lines of biorefineries encompassing technical, environmental, and economic aspects has been the subject of intense research in recent years.19–22 These studies highlighted that more studies are needed to (i) reduce costs of enzymatic hydrolysis by improving the conversion process of lignocellulosic material to fermentable sugars,23 (ii) optimize bioethanol production technology,20 (iii) use of less purified bioethanol for cost and energy savings,20 (iv) reduce the influence of impurities in bioethanol on the efficiency of the catalytic process of ethylene production,20 (v) develop of catalysts for bioethanol conversion to ethylene at low temperature.21
Ethylene production costs and yield widely vary depending on the lignocellulosic raw material selected and on the location of the plant.11 A lignocellulosic waste-integrated biorefinery could be a strategy to produce bioethylene, where the 2G bioethanol is the main product obtained from cellulose.
This work aims to design an integrated biorefinery for bioethylene production from pine sawdust waste, identifying the higher energetic consumption stages and the potential chemical recovery to implement a biorefinery at the industrial scale. In addition, a risk and sensibility analysis of the production process was carried out considering the uncertain or unavailable data.
:
1, 170 °C, EtOH/H2O ratio (% v/v) 35/65, and 23.3 NaOH (% w/w) during 140 min. The pretreatment was carried out in a pressurized M/K reactor, and after pretreatment, the pulp was washed with five-cycle water.25 The present study assumed that pine sawdust pulp is washed at a 3.5 kg water per kg dry pulp ratio (reported industrial values).26 The washed material was centrifuged after each washing step. The chemical composition of the pretreated material is 80.18% glucans, 7.20% xylans, 0.29% galactans, 8.40% mannans, and 3.67% lignin.24
| Step | Description | Ref. |
|---|---|---|
| LSR: liquid solid ratio.a Stages of the process were developed in the laboratory by members of the group. | ||
| Soda-ethanol pretreatmenta | LSR 5.44 : 1 |
24 |
| 170 °C | ||
EtOH : H2O 35% to 65% v/v |
||
| NaOH 23.3% w/w, 140 min | ||
| Washinga | 3.5 kg water per kg dry pulp | 26 |
| SSFa | Celli CTec 2 | 24 and 27 |
| Saccharomyces cerevisiae | ||
| 37 °C | ||
| 10 FPU g−1 cellulose | ||
| 96% conversion | ||
| Ethanol recovery | 95% concentration for distillation | 31 |
| 2 column distillation | ||
| Ethanol dehydration | Catalyst nanoscale HZSM-5 zeolite | 41 |
| Selectivity 98% | ||
| Stability 630 h | ||
| Ethanol conversion 99% | ||
| Ethylene recovery | Cryogenic distillation column | 11 |
| Lignin recovery | 75% recovered from black liquor | 42 and 43 |
| pH 8 with CO2 | ||
| pH 3 with H2SO4 | ||
| 0.3 kg kg−1 of lignin and 10% re-entry | ||
| NaOH recovery | Multiple-effect evaporator: solid concentration of 60–80% | 44 and 45 |
| Causticization process efficiency: 85% | 42 | |
The usual process to recover NaOH is causticization. The liquid stream coming from lignin recovery still contains sugars (311 kg), lignin (69 kg), and NaOH (35 kg). The stream from lignin precipitation must be concentrated in a multiple-effect evaporator to reach a solid concentration of 60–80%.44,45 Afterward, the stream is burned in a recovery boiler, generating energy with NaOH recovery.45 The solid material in the furnace is composed of sodium carbonate (Na2CO3), which reacts with calcium hydroxide Ca(OH)2, generating calcium carbonate (CaCO3) and NaOH. Ca(OH)2 is regenerated from CaCO3 through CaO conversion and then hydrated with H2O. Carbon dioxide (CO2) is also generated in this last reaction.45,48 Caustic recovery has up to 90% efficiency in a typical Kraft recovery process,45,48 so, in this study, it was assumed that 85% of NaOH is recovered.
It is assumed that a recovery of 99% by flash evaporation and one distillation column for the solvent (ethanol) used in the pretreatment and then recycled.52,53 The energy consumed in this recovery step is considered negligible due to the high temperature of the liquor at the outlet and ethanol concentration.
The energy generated in the recovery boiler (caustic recovery) was assumed to be 2.5 kW h kg−1 of liquor, based on the lower heating value of the liquor with 80% of solids.44 All energy generated in the recovery boiler is assumed to be used for the caustizitation.45
For chemical processes, energy sources commonly depend on the sources available in the region. The most common energy sources used in the NEA region are steam and electricity due to their availability. In this sense, 8–13% of total energy comes from electricity, and the remaining energy comes from steam.54,55 Besides, the usual steps that use electricity are saccharification, fermentation, distillation, and ethylene conversion.55–57 In the present study, it was assumed that for the total energy used for SSF and distillation, 0.74 kW h kg−1 of ethanol is for electricity.55,56 Besides, for ethylene conversion, it was assumed that for the total energy consumed in ethanol to ethylene conversion, 0.052 kW h kg−1 of ethanol corresponds to electricity.56,57
Finally, energy integration (or heat integration) is one strategy to reduce energy consumption. The heat integration aims to reduce energy costs by reusing the heat energy in the process streams. For this purpose, the streams with values of m × Cp > 750 kJ s−1 °C were considered, where m is flow (kg s−1), and Cp is the heat capacity of the stream (kJ kg−1 °C). Also, a loss coefficient of 10% of the calculated energy was assumed.58
For the design process, an economic feasibility assessment was developed. Operational costs, fixed and variables, and total investment costs were determined.65–67
The equipment costs were calculated using the factors proposed by references.66,68 Besides, the equipment costs were determined using eqn (1).
![]() | (1) |
Different scaling factors, installation costs, and other costs were determined from the bibliography.65–67,69
Finally, as economic indicators, the IRR and the NPV were selected because they are usually employed for investments in biorefinery projects.65,70 The following variables were selected for the economic analysis (Table 2).
| Variables unit prices at the mill gate | Value | Ref. |
|---|---|---|
| a Costs correspond to argentinian values. | ||
| Sawdust (t y−1) | 200 000 |
59 |
| Sawdust (USD t−1) | 9 | 60 |
| Energy (USD kW h−1) | 0.08 | |
| Steam (USD t−1) | 10 | |
| Water (USD m−3) | 0.6 | |
| Labor (USD h−1) | 6–31 | Assumption |
| Tax rate | 35% | Assumption |
| Chemicals | ||
| Ethanol (USD L−1) | 0.7 | 61 |
| NaOH (USD kg−1) | 0.6 | Assumption |
| H2SO4 (USD kg−1) | 0.09 | 43 |
| Enzymes (USD kg−1) | 10 | Assumption |
| Waste treatment (USD m−3) | 0.8 | Assumption |
| Products | ||
| Bioethylene USD t−1 | 1500 | 9 and 31 |
| Lignin USD t−1 | 900 | 62 and 63 |
This analysis assesses the influence of the selected variables on the overall process. One of the usual methods is the one-at-a-time test, which consists of varying one variable and keeping the other variable fixed. The present study used the sensitivity assessment to evaluate how several variables affect the NPV forecast. Crystal Ball software was used for model simulation. After selecting the variables, their limits and adjusted curves have to be defined.16,71
The variables that most affect the profitability of the proposal are economic factors,13,16 for example, selling prices,10,13 feedstock72,73 and reagents74 costs, others; and technical or operational factors,75 for example, the LSR of pretreatment, the steam economy, and others.71
Table S1 of the ESI† shows each factor considered in the present study. Their probability distribution and the limits of uniform and triangular distributions were selected from the updated bibliography. The variables assigned to the normal distribution used deviations of 10%.
The analysis determined that 107 kg of bioethylene and 208 kg of lignin could be obtained from 1000 kg of industrial pine sawdust (IS). After SSF, 9 kg of cellular mass from yeast is recovered, which can be harnessed for energy generation purposes.76 Besides, 178 kg of CO2 (highly purity gas) is produced in fermentation.77 The CO2F (CO2 coming from fermentation) could be sold as a byproduct after CO2 purification.78 In the present study, CO2 byproduct was not included in the assessment. Regarding the used reagents, it is possible to recover 198 kg of NaOH and 1458 kg of ethanol used in the soda-ethanol pretreatment. Concerning the energy consumption shown in Fig. 2, soda-ethanol pretreatment requires 1005 kW h, whereas 347 kW h are needed for the SSF stage, 436 kW h for ethanol recovery, 22 kW h for ethanol dehydration, 33 kW h for lignin recovery and purification, and 42 kW h for ethylene recovery. Overall consumption per ton dry of IS. The energy consumption for the overall process is 1792 kW h per ton of industrial sawdust. The pretreatment represents the highest energy consumption, followed by the ethanol recovery stage, representing more than 70% of energy consumption (see Fig. 3). Previous studies have shown similar results concerning the processing of electricity.9,79
Due to the high energy consumption, heat recovery from the three hot streams and two cold streams was analysed. Available heat was 484 kW h per ton IS for hot streams and 256 kW h per ton IS for cold streams. Thus, the overall consumption of the process can be reduced by 42% (see Fig. 4).
| Concept | Factor | [MM USD]c |
|---|---|---|
| a Factors estimated by the National Renewable Energy Laboratory (NREL). Parenthesis values correspond to % of the equipment cost. b Installing Factors are between 1.2–2.75, depending on the equipment.66 c MM USD refers to millions of USD. | ||
| Purchased equipment | 37.3 | |
| Installed cost | (1.2–2.75)b | 30.4 |
| Warehouse | (4%) | 1.2 |
| Site development | (9%) | 2.7 |
| Additional piping | (4.5%) | 1.4 |
| Total Direct Cost (TDC) | 73.1 | |
| Proratable expenses | (10%) | 7.3 |
| Field expenses | (10%) | 7.3 |
| Home office and construction fee | (20% of TDC) | 14.6 |
| Project contingency | (10%) | 7.3 |
| Other cost | (10%) | 7.3 |
| Total indirect cost | 43.8 | |
| Fixed Capital Investment (FCI)a | 116.9 | |
| Land | 1.0 | |
| Working capital investment | (10%)a | 11.7 |
| Total Capital Investment (TCI) | 129.6 | |
| Lang factor (TCI/purchased equipment cost) | 3.47 | |
Initially, fixed and variable costs were determined (see Fig. 5). The main impacts in variable costs are due to steam and electricity and the cost of enzymes, whereas general maintenance is the chief fixed cost. Table 4 shows the annual production of bioethylene and lignin, the revenues, and the economic indicators (IRR and VPN) for the selected capacity of 200 kt of industrial sawdust per year.
![]() | ||
| Fig. 5 Fixed and variable operating costs in the external circle. All costs are represented as a percent within the internal circle. | ||
| Production capacity | ||
|---|---|---|
| Lignin | 41 572 |
t y−1 |
| Bioethylene | 21 421 |
t y−1 |
| Revenue | ||
| Lignin | 37.41 | MM USD y−1 |
| Bioethylene | 31.92 | MM USD y−1 |
| Profitability analysis | ||
| Internal rate of return | 10.08 | % |
| Net present value | 5.21 | MM USD |
The analysis determined that more than 41
000 t of lignin and 21
421 t of bioethylene can be obtained with an NPV of about 5.21 MM USD using the selected assumption.
The sensitivity assessment results are shown in Fig. 6. The most influential variables are lignin and ethylene market price, followed by energy and enzyme costs. Regarding the technical factors, the pretreatment LSR and the available feedstock are the most relevant variables.
![]() | ||
| Fig. 6 Tornado charts for the selected variables. Technical factors are highlighted in gray color. Economic factors are not highlighted. | ||
The availability of raw materials is also a critical factor that will be discussed in this paper. The most negligible influence on NPV is labour costs (operational, management, maintenance, administrative), sulphuric acid cost, and the ratio of washing water and water cost. With higher importance and in the same order, but not significant, are the cost of industrial sawdust and the steam economy.
Future increases in fossil fuel prices and -potentially- in carbon pricing could make bioethylene production still more cost-competitive.84,85 Ethylene is a bulk chemical used primarily for polymer production, such as polyethylene. One kilogram of bio-polyethylene is around 30% more expensive than 1 kg of fossil-based polyethylene.81 However, this situation may change over time through research and development.
Bioethylene is also used for producing polystyrene (through the production of ethylbenzene), rubbers, epoxy resins, polyvinyl chloride, ethylene oxide, ethylene glycol through hydrolysis, and ethanol through hydration, depending on raw material prices. These applications represent a significant percentage of its production.81,86 Biodegradable plastics like polylactic acids, polyhydroxyalkanoates, starch blends, and others comprise over 51% (1.1 million tons) of global bioplastics production. Production projections indicate that it will reach around 3.5 million tons by 2027, propelled by the robust advancement of polymers.87
In this study, we propose comprehensive biomass valorization to boost the economic performance of the proposed biorefinery. Given the increasing attention to high-purity lignin production and its diverse applications, we add this commodity to our product portfolio. The expansion can be attributed to incorporating natural constituents in manufacturing methodologies, offering promising avenues for advancing the lignin industry.88,89 We anticipate significant growth in the organosolv lignin segment due to its versatile applications, including serving as a filler in ink, paint, and varnish formulations, as well as in activated carbon, phenolic resins, carbon fibers, vanillin, phenolic derivatives, and concrete additives.89,90 Raw materials include straw, sugarcane bagasse, softwoods, and hardwoods, among others.90,91 Softwoods are particularly valuable in developing stabilized carbon fibers from lignin since their higher lignin content than hardwoods contributes to segment expansion.88
Fig. 7 shows the market size projection for bioethylene and global lignin, distinguishing the segments representing low-purity and high-purity lignin.92–94
![]() | ||
| Fig. 7 Bioethylene and lignin market size.63,85,88,97,99,103–106 | ||
The comprehensive global market valuation considers the presence of lower-purity lignin, which constitutes the predominant volume (with lignosulfonates comprising 80% of the total lignin market).90
In addition, the combination of lignin-derived benzene and bioethylene has the potential to establish a biorefinery route for the synthesis of styrene (a market valued at 49
000 million globally in 2018, with a projected compound annual growth rate of 4.5% spanning from 2019 to 2025).95
Bioethylene companies are concentrating on increasing their production capacities and expanding their markets. However, this market is emerging in The United States, Brazil, Canada, and a few European countries. Regarding bioethylene, Alberta holds a prominent position as a key manufacturer within the bioethylene market, and it is likely to invest heavily in research and development to enhance the efficiency and cost-effectiveness of bioethylene production processes. Their expansion approach might encompass collaborations with other companies, exploration of new markets, and capitalizing on technological advancements.
Similarly, Axens, a notable entity in the bioethylene sector, may prioritize innovating bioethylene production technologies to ensure product quality and sustainability.
Broadening global market presence through strategic partnerships and acquisitions could constitute a significant facet of their growth strategy.96 Another established player is DowDuPont, which has substantial chemical industry expertise and might pursue expansion by leveraging their existing distribution networks to enter novel bioethylene markets.97 Simultaneously, they could focus on sustainability initiatives and process optimization. Cargill, a significant contributor to the biobased chemicals domain, might execute a commercial expansion plan involving diversification of its product portfolio to cater to diverse industries and identify fresh applications for bioethylene. Collaborating with other industry leaders for joint ventures or partnerships might also be a pivotal element of their growth roadmap.85,98
Lignin is a complex polymer of various phenylpropanoid aromatic building blocks with variable molecular weight distribution and chemical functionalities. These limit its valorization or processing into value-added products. Generally, lignin is used to obtain a pure product or formulations for a particular purpose, applying process groups to break lignin into small value-added molecules or using its polymeric structure for materials applications. In the last decade, the efforts of several companies to develop commercial processes for large-scale lignin manufacturing plants have been highlighted. Regarding lignin manufacturers, Suzano SA stands out as a chief producer with a robust market presence. Its strategic expansion plan could encompass increasing production capacity, ensuring consistent lignin quality, and exploring novel applications of lignin in industries such as construction, automotive, and packaging. Domtar Corporation prioritizes the sustainable sourcing of raw materials for lignin production and seeks collaborative opportunities to innovate new lignin-based products, thereby expanding its market reach through strategic partnerships.99 West Fraser, a significant player, may focus on advancing technology for efficient lignin extraction and purification. Their commercial expansion strategy could involve venturing into emerging markets and fortifying distribution networks. Stora Enso's expansion approach may revolve around research and development investments for pioneering lignin-based products and applications.88 Moreover, fostering partnerships with entities in the construction and chemical sectors could be instrumental in promoting the adoption of lignin-based products.100,101
The chief manufacturers of bioethylene and lignin are likely to pursue diverse strategies to improve their competitiveness and shape the industry landscape. They may prioritize sustainability, technological advancements, product diversification, and strategic collaborations to drive growth and expand their market presence. The LSR used in the pretreatment is the most important technical factor. On an industrial scale, the lowest liquid–solid ratio is sought to have a smaller volume of liquid to heat and to be able to reduce the energy necessary to reach the pretreatment temperature.
Regarding energy integration, heat could still be used in other biorefinery processes. In addition, selling CO2 from fermentation gases could be an option. Although highly pure, it can be further purified and marketed.9 A recent study reported that one ton of beech wood could produce polymer-grade bioethylene (15%), organosolv lignin (15%), biomethane (10%), and hydrolysis lignin (23%). However, they found that the heat-integrated biorefinery concept is not yet profitable and that the economic results significantly depend on the prices of beech wood, ethylene, and organosolv lignin.9
The prospects for both bioethylene and lignin exhibit considerable promise. Over time, there has been a discernible decline in the cost of cellulose-based raw materials, coinciding with a persistent escalation in crude oil prices. This trajectory was forecasted several decades ago and has indeed materialized with a remarkable level of certainty.102 Furthermore, industries are anticipating market share expansion, the formation of strategic alliances, heightened investments in research and development, and the strategic utilization of technological advancements.
The evaluated process is an alternative to wood sawdust byproduct valorization on an industrial scale, obtaining bioethylene from the main line and lignin from the secondary line.
One of the main challenges in biorefinery design and development is uncertainty. It is necessary to apply sensitivity studies to delimit the range of factors affecting the technical and economic aspects variation, so a risk and sensitivity analysis was carried out considering various potentially critical factors.
The present value obtained in this study is 5.21 MM USD. However, the sensitivity analysis indicates that the maximum NPV could be close to 60 MM USD.
The selling prices of products, the cost of energy and enzymes, the pretreatment LSR, and the feedstock availability (in that order) resulted in the relevant factors of the study. A trend study of the critical factors would provide more information about this subject.
The steady growth of biobased products in the global market is attributed to the synergistic effects of supportive government policies, industry-driven initiatives, and a rising demand fueled by heightened public awareness. This convergence of factors is driving the ongoing shift towards more sustainable and environmentally friendly product options.
Footnotes |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4gc00327f |
| ‡ These two authors contributed equally to this work. |
| This journal is © The Royal Society of Chemistry 2024 |