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Liu Q, Madadi M, Al Azad S, Sun C, Zhang E, Yan J, Samimi A, Sun F. In-depth recognition of mixed surfactants maintaining the enzymatic activity of cellulases through stabilization of their spatial structures. BIORESOURCE TECHNOLOGY 2025; 416:131756. [PMID: 39510354 DOI: 10.1016/j.biortech.2024.131756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 10/24/2024] [Accepted: 11/05/2024] [Indexed: 11/15/2024]
Abstract
Mixed surfactants improve the enzymatic hydrolysis of lignocellulosic substrates by enhancing cellulase stability against heat, pH, shear, and air-liquid interface stress. Under conditions of multiple factorial stresses (50 °C, pH 4.8, 180 rpm, and 15.5 cm2 air-liquid interface), cellulase with ternary surfactants (Tween 60/Triton X-114/CTAB, the molar ratio 14:5.5:1) retained 84 % of its activity after 48 h of incubation, representing 1.15 and 1.29 folds that of the cellulase activity with the single Tween 60 and with no surfactants, respectively. This is attributed to the fact that ternary surfactants possess better rheology modulation and air-liquid interface competitiveness. In addition, the computational approach demonstrated that the ternary surfactants were capable of forming stronger hydrophobic and hydrogen-bond interactions with cellulase enzymes, thus maintaining its secondary structure and preventing the detrimental α-helix to β-sheet transformation known to compromise cellulase activity. This synergy offers valuable insights into surfactant-cellulase interactions and supports efficient enzymatic hydrolysis in biorefineries.
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Affiliation(s)
- Qiangqiang Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Meysam Madadi
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Salauddin Al Azad
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Chihe Sun
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Ezhen Zhang
- Institute of Agro-Products Processing Science and Technology, Guangxi Academy of Agricultural Sciences, Nanning 530007, China
| | - Junshu Yan
- Institute of Animal Science, Jiangsu Academy of Agricultural Sciences, Nanjing, Jiangsu 210014, China
| | - Abdolreza Samimi
- Chemical Engineering Department, Faculty of Engineering, University of Sistan and Baluchestan, Zahedan, Iran
| | - Fubao Sun
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China.
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Campo G, Cerutti A, Zanetti M, Ruffino B. Feasibility of biogas upgrading at a WWTP after pre-treatment application: Techno-economic assessment validation with pilot test data. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 370:122780. [PMID: 39396486 DOI: 10.1016/j.jenvman.2024.122780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 09/11/2024] [Accepted: 09/29/2024] [Indexed: 10/15/2024]
Abstract
Improving the efficiency of anaerobic digestion (AD) of sewage sludge (SS) is a critical step toward the achievement of energy neutrality in wastewater treatment plants (WWTPs), as required by the European Green Deal. This study used a comparative techno-economic assessment (TEA) to evaluate the feasibility of producing biomethane, at a WWTP, through upgrading biogas with a double-stage permeation membrane plant. The biogas was originally generated from the AD of a mixture of primary sludge (PS) and either raw or pre-treated waste activated sludge (WAS), where biological or thermo-alkali pre-treatments were applied to increase the WAS intrinsic low degradability. The TEA was supported by the results of pilot-scale tests, carried out on WAS, which mimicked (i) a traditional mesophilic AD process; (ii) a two-stage AD process, where a temperature-phased anaerobic digestion (TPAD, 3 days, 55 °C + 20 days, 38 °C) was performed to biologically pre-treat WAS; (iii) a traditional mesophilic AD process preceded by a thermo-alkali (4 g NaOH/100 g TS, 90 °C, 90 min) pre-treatment. The TEA was carried out in two phases. In the first, the minimum size of the WWTP capable of making the costs necessary for the implementation of the biogas upgrading plant equal to the revenues coming from selling biomethane (at 62 €/MWh) in 10 years was calculated in the absence of pre-treatments. It resulted of 500,000 equivalent inhabitants (e.i.). In the second phase, for the WWTP size found previously, the effect of either biological or thermo-alkali pre-treatments on the economic balance was evaluated, that is the gain (or the loss) associated to the selling of biomethane, compared to the reference price of 62 €/MWh. It was found that the TPAD increased the biogas productivity by only 23.6%, too little to compensate the amount of heat necessary for the pre-treatment and the purchase cost of the additional reactor. Conversely, the thermo-alkali pre-treatment, which enhanced the WAS biogas productivity by 110%, increased the biomethane revenues by approx. 10 €/MWh, compared to the scenario without pre-treatments. This study offers useful data to WWTP managers who want to introduce WAS pre-treatments, combined with interventions for biogas upgrading, in a new or existing sludge line of a WWTP.
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Affiliation(s)
- Giuseppe Campo
- DIATI, Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy.
| | - Alberto Cerutti
- DIATI, Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy.
| | - Mariachiara Zanetti
- DIATI, Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy.
| | - Barbara Ruffino
- DIATI, Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy.
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Jeong E, Jung SH, Shin HS. The integrated approach of carbon capture, utilization, and storage via CO 2 mineralization for the removal of fly ash, bottom ash, and exhaust gas-A case study of circulating fluidized bed combustion. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 945:174104. [PMID: 38908605 DOI: 10.1016/j.scitotenv.2024.174104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/27/2024] [Accepted: 06/16/2024] [Indexed: 06/24/2024]
Abstract
Despite efforts to reduce dependence on coal-fired power generation due to climate concerns, continued usage for energy stability is anticipated. This study was conducted to address environmental issues associated with coal-fired power generation and promote its persistent utilization. we aimed to establish both eco-friendly and economically sustainable practices by mitigating waste such as fly ash (FA) and bottom ash (BA) emissions while recycling them in circulating fluidized bed combustion (CFBC). Initially, we conducted a literature review to analyze the global and domestic trends in coal-fired power generation. Subsequently, we performed experimental research on CO2 crystallization as a multifaceted approach for treating exhaust gases and waste materials such as FA and BA simultaneously. Throughout this research, we implemented a simple process to ensure scalability. In the context of carbon capture, utilization, and storage (CCUS) technology, we conducted experimental research on mineralizing CO2 targeting FA and BA by applying ambient temperature, atmospheric pressure, and simulated exhaust gas. The empirical findings demonstrated that 12.28 kg CO2/ton and 58.14 kg CO2/ton of CO2 were immobilized for BA and FA, respectively. The economic evaluation was measured based on the experimental results obtained from the techno-economic analysis (TEA). The B/C ratio stands at 1.07, with the cost of composite carbonate estimated at USD 159.6 per ton. With an internal rate of return (IRR) of 7.78 % and a net present value (NPV) of USD 7294.59, the economic viability demonstrates considerable promise. Ultimately, this study aims to mitigate the impact of coal-fired power plants on climate change and enhance environmental sustainability through CO2 removal and waste recycling.
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Affiliation(s)
- Eunhoo Jeong
- Department of Environmental Engineering, Seoul National University of Science & Technology, Gongneung-to, Nowon-gu, Seoul 01811, Republic of Korea
| | - Seok-Ho Jung
- Department of Corporate Support, Healthcare & Spa Industry Promotion Agency, Asan 31442, Republic of Korea
| | - Hyun-Sang Shin
- Department of Environmental Engineering, Seoul National University of Science & Technology, Gongneung-to, Nowon-gu, Seoul 01811, Republic of Korea.
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Tolessa A, Goosen NJ, Louw TM. Multiple-criteria decision analysis techniques for anaerobic digester technology assessment. Heliyon 2024; 10:e24723. [PMID: 38304794 PMCID: PMC10831722 DOI: 10.1016/j.heliyon.2024.e24723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 12/27/2023] [Accepted: 01/12/2024] [Indexed: 02/03/2024] Open
Abstract
Effective decision-making requires the evaluation of several criteria rather than a single, preferred criterion. The best decision options (alternatives) are recommended to decision-makers when a multi-criteria decision problem is addressed. This study develops a multi-criteria selection method for the assessment of small-scale anaerobic digester technology by combining two existing methods. The Simple Multi-Attribute Rating Technique (SMART) and the Analytical Hierarchy Process (AHP) approaches of multiple-criteria decision analysis were used as a decision support tool, and the preferred anaerobic digester technology was selected from a list of eleven potential small-scale digester technologies used in low to middle-income countries. These techniques were applied under two scenarios for a case study in the South African smallholder farmers. Scenario 1 involves a subsistence smallholder farming context, while scenario 2 involves a commercially oriented smallholder farming context. The overall results revealed that the DIY Biobag and Puxin digester design models achieved 82.1 and 73.7 % preference in comparison to other digester technologies for scenarios 1 and 2, respectively. The Biobag digester technology achieved the highest ranking, which is consistent with the significant cost advantage and technical characteristics of the technology. However, for those households with sufficient access to funds for the initial expenditure, the method identifies the Puxin digester as the most appropriate alternative, excluding cases where underground construction is not possible. The AGAMA BiogasPro digester was ranked in the second position in both scenarios. A sensitivity analysis was conducted to determine the effect of changes in the assessment criteria weights and found the selected alternatives stable and robust. Finally, it can be concluded that the developed technology selection model contributed a knowledge-based framework to be used in various situations by different decision-makers, thereby providing a method applicable to particular local conditions to identify the most suitable technology choices.
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Affiliation(s)
- Amsalu Tolessa
- Department of Chemical Engineering, Stellenbosch University, Private Bag X1, Matieland, 7602, Stellenbosch, South Africa
- The African Research Universities Alliance (ARUA) Centre of Excellence in Energy, Stellenbosch University, Private Bag X1, Matieland, Stellenbosch, 7602, South Africa
- Forest Products Innovation Center of Excellence (FPICE), Ethiopia Forestry Development (EFD), Addis Ababa, Ethiopia
| | - Neill J. Goosen
- Department of Chemical Engineering, Stellenbosch University, Private Bag X1, Matieland, 7602, Stellenbosch, South Africa
- The African Research Universities Alliance (ARUA) Centre of Excellence in Energy, Stellenbosch University, Private Bag X1, Matieland, Stellenbosch, 7602, South Africa
| | - Tobias M. Louw
- Department of Chemical Engineering, Stellenbosch University, Private Bag X1, Matieland, 7602, Stellenbosch, South Africa
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Diaz Huerta J, O’Shea R, Murphy J, Wall DM. A perspective on methodologies and system boundaries to develop abatement cost for on-farm anaerobic digestion. Bioengineered 2023; 14:2245991. [PMID: 37712640 PMCID: PMC10506441 DOI: 10.1080/21655979.2023.2245991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 08/02/2023] [Accepted: 08/04/2023] [Indexed: 09/16/2023] Open
Abstract
Marginal Abatement Cost Curves compare and assess greenhouse gas mitigation options available to various sectors of the economy. In the Irish agricultural sector, large anaerobic digestion facilities are currently considered a high-cost abatement solution. In prior studies of anaerobic digestion abatement costs, two options were assessed: the generation of heat and electricity from biogas (115 €/tCO2eq) and the production of renewable heat from biomethane (280 €/tCO2eq). Both scenarios encompass single cost values that may not capture the potentially variable nature of such systems. In contrast, prior techno-economic analyses and lifecycle analyses can provide a comparison of the abatement costs of anaerobic digestion systems at a range of scales. This work compares two case studies (based on prior literature) for small and medium-scale on farm anaerobic digestion systems. The small-scale system is set in Ireland with cattle slurry collected in open tanks during the winter, while the medium-scale system is set in the USA with cattle slurry collected periodically indoors all year-round. It was found that the abatement cost can vary between -117 to +79 € per t CO2eq. The key variables that affected the abatement cost were additional revenue streams such as biofertilizer sales, displaced energy savings, and additional incentives and emissions savings within the system boundary. Including only some of these options in the analysis resulted in higher abatement costs being reported. Based on the variation between system topologies and therefore system boundaries, assigning a single mitigation cost to anaerobic digestion systems may not be representative.
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Affiliation(s)
- Jorge Diaz Huerta
- MaREI Centre, Environmental Research Institute, University College Cork, Cork, Ireland
- Civil, Structural and Environmental Engineering, School of Engineering and Architecture, University College Cork, Cork, Ireland
| | - Richard O’Shea
- MaREI Centre, Environmental Research Institute, University College Cork, Cork, Ireland
- Civil, Structural and Environmental Engineering, School of Engineering and Architecture, University College Cork, Cork, Ireland
| | - Jerry Murphy
- MaREI Centre, Environmental Research Institute, University College Cork, Cork, Ireland
- Civil, Structural and Environmental Engineering, School of Engineering and Architecture, University College Cork, Cork, Ireland
| | - David M. Wall
- MaREI Centre, Environmental Research Institute, University College Cork, Cork, Ireland
- Civil, Structural and Environmental Engineering, School of Engineering and Architecture, University College Cork, Cork, Ireland
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Wardle J, Dionisi D, Smith J. Investigating the challenges of biogas provision in water limited environments through laboratory scale biodigesters. INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY 2023; 42:829-844. [PMID: 37814651 PMCID: PMC7615168 DOI: 10.1080/14786451.2023.2235022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/15/2023] [Indexed: 10/11/2023]
Abstract
The potential for biogas provision through household-scale anaerobic digestion in rural sub-Saharan Africa is limited due to perceived water shortages. The most common substrate is animal dung diluted 1:1 with water. Two experimental methods tested the potential of reducing water demand. The first experiment compared the chemical oxygen demand (COD) and volatile solid removal of four cow dung dilutions ranging from 3.5-10.6% total solids. In the second experiment, bioslurry filtrate was recirculated back into the fresh substrate at different concentrations. The highest COD removal rate of 28.3% was obtained from mixing equal volumes of dung with filtrate (mean total solids 7.4%) while the highest methane production rate of 0.40 g/L/day, calculated from COD balance, was obtained from undiluted cow dung (total solids 10.6%). Results suggest the potential for a 75-100% reduction in water demand.
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Affiliation(s)
- Jennifer Wardle
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Davide Dionisi
- School of Engineering, University of Aberdeen, Aberdeen, UK
| | - Jo Smith
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
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Tolessa A, Goosen NJ, Louw TM. Probabilistic simulation of biogas production from anaerobic co-digestion using Anaerobic Digestion Model No. 1: a case study on agricultural residue. Biochem Eng J 2023. [DOI: 10.1016/j.bej.2023.108810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Sillero L, Sganzerla WG, Carneiro TF, Solera R, Perez M. Techno-economic analysis of single-stage and temperature-phase anaerobic co-digestion of sewage sludge, wine vinasse, and poultry manure. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 325:116419. [PMID: 36257226 DOI: 10.1016/j.jenvman.2022.116419] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/19/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
Anaerobic co-digestion (AcoD) is a mature and consolidated waste management technology that can transform agro-industrial by-products into biogas and digestate. This study conducted a techno-economic assessment of bioenergy and agricultural fertilizer production from AcoD of sewage sludge, wine vinasse, and poultry manure. In this case study, three configurations were investigated: i) Scenario 1, AcoD in thermophilic temperature; ii) Scenario 2, AcoD in mesophilic temperature; and iii) Scenario 3, AcoD in a temperature phase (TPAD) system, where the digestate produced in the first reactor (thermophilic) feeds the second reactor (mesophilic). The process was designed to manage 24,022 m³ wine vinasse y-1, 24,022 m³ sewage sludge y-1, and 480 m³ poultry manure y-1. The major cost was the fixed capital investment for the single-stage (320,981 USD) and TPAD processes (379,698 USD). The TPAD process produced the highest electricity (1058.99 MWh y-1) and heat (4765.47 GJ y-1) with the lowest cost of manufacturing for electricity (84.99 USD MWh-1), heat (0.019 USD MJ-1), and fertilizer (30.91 USD t-1). Regarding the profitability indicators, the highest net present value (509,011 USD) and the lowest payback time (4.24 y) were achieved for Scenario 3. In conclusion, TPAD is a profitable and sustainable waste-to-energy management technology that can be applied in a circular economy framework to recover bioenergy and fertilizer, contributing to decreasing the carbon footprint of the agri-food sector.
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Affiliation(s)
- Leonor Sillero
- Department of Environmental Technologies (IVAGRO), Faculty of Marine and Environmental Sciences (CASEM), University of Cádiz (UCA), Pol. Río San Pedro s/n, 11510, Puerto Real, Cádiz, Spain
| | - William Gustavo Sganzerla
- Department of Environmental Technologies (IVAGRO), Faculty of Marine and Environmental Sciences (CASEM), University of Cádiz (UCA), Pol. Río San Pedro s/n, 11510, Puerto Real, Cádiz, Spain; University of Campinas (UNICAMP), School of Food Engineering (FEA), Campinas, SP, Brazil
| | - Tania Forster Carneiro
- University of Campinas (UNICAMP), School of Food Engineering (FEA), Campinas, SP, Brazil
| | - Rosario Solera
- Department of Environmental Technologies (IVAGRO), Faculty of Marine and Environmental Sciences (CASEM), University of Cádiz (UCA), Pol. Río San Pedro s/n, 11510, Puerto Real, Cádiz, Spain.
| | - Montserrat Perez
- Department of Environmental Technologies (IVAGRO), Faculty of Marine and Environmental Sciences (CASEM), University of Cádiz (UCA), Pol. Río San Pedro s/n, 11510, Puerto Real, Cádiz, Spain
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Ranjbari M, Shams Esfandabadi Z, Shevchenko T, Scagnelli SD, Lam SS, Varjani S, Aghbashlo M, Pan J, Tabatabaei M. An inclusive trend study of techno-economic analysis of biofuel supply chains. CHEMOSPHERE 2022; 309:136755. [PMID: 36209843 DOI: 10.1016/j.chemosphere.2022.136755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/10/2022] [Accepted: 10/02/2022] [Indexed: 06/16/2023]
Abstract
Biofuels have gained much attention as a potentially sustainable alternative to fossil fuels to tackle climate change and energy scarcity. Hence, the increasing global interest in contributing to the biofuel supply chain (BSC), from biomass feedstock to biofuel production, has led to a huge amount of scientific production in recent years. In this vein, techno-economic analysis (TEA) of biofuel production to estimate total costs and revenues is highly important for transitioning towards a bioeconomy. This research aims to provide a comprehensive image of the body of knowledge in TEA evolution within the BSC domain. To this end, a systematic science mapping analysis, supported by a bibliometric analysis, is carried out on 1104 articles from 1986 to 2021. As a result, performance indicators of the scientific production within the target literature are presented to explain how this literature has evolved. Besides, thematic trends and conceptual structures of TEA of biofuel production are discovered. The results show that (i) biofuel production and consumption need promotion through tax measures and price subsidies, (ii) the development of cost-competitive algal biofuels has faced many challenges over recent years, and (iii) TEA of algal biofuels to identify commercial improvements and increase the economic feasibility is still lacking, which calls for more in-depth investigations. Consequently, current challenges and future perspectives of TEA in the BSC domain are rendered. The provided insights enable researchers and decision-makers involved in BSCs to (i) capture the most influential contributors to the field and (ii) identify major research hotspots and potential directions for further development.
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Affiliation(s)
- Meisam Ranjbari
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, 100081, PR China; Department of Economics and Statistics "Cognetti de Martiis", University of Turin, Lungo Dora Siena 100 A, 10153, Torino, Italy.
| | - Zahra Shams Esfandabadi
- Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi 24, 10129, Torino, Italy; Energy Center Lab, Politecnico di Torino, Via Paolo Borsellino 38/16, 10138, Torino, Italy
| | - Tetiana Shevchenko
- Scientific Department, Sumy National Agrarian University, 40031 Sumy, Ukraine; Laboratoire Genie Industriel, Université Paris-Saclay, CentraleSupélec, 91190 Gif-sur-Yvette, France
| | - Simone Domenico Scagnelli
- School of Business and Law, Edith Cowan University, 270 Joondalup Dr, 6027, Joondalup, Australia; Department of Management, University of Turin, Turin, Italy
| | - Su Shiung Lam
- Higher Institution Centre of Excellence (HICoE), Institute of Tropical Aquaculture and Fisheries (AKUATROP), Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu, Malaysia
| | - Sunita Varjani
- Gujarat Pollution Control Board, Gandhinagar, 382 010, Gujarat, India
| | - Mortaza Aghbashlo
- Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Junting Pan
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, 100081, PR China.
| | - Meisam Tabatabaei
- Higher Institution Centre of Excellence (HICoE), Institute of Tropical Aquaculture and Fisheries (AKUATROP), Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu, Malaysia; Biofuel Research Team (BRTeam), Terengganu, Malaysia.
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