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Resende DR, da Silva Araujo E, Lorenço MS, Lira Zidanes U, Akira Mori F, Fernando Trugilho P, Lúcia Bianchi M. Use of neural network and multivariate statistics in the assessment of pellets produced from the exploitation of agro-industrial residues. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:71882-71893. [PMID: 35606590 DOI: 10.1007/s11356-022-20883-x] [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: 01/06/2022] [Accepted: 05/12/2022] [Indexed: 06/15/2023]
Abstract
The production of pellets from residual biomass generated monocropping by Brazilian agribusiness is an environmentally and economically interesting alternative in view of the growing demand for clean, low-cost, and efficient energy. In this way, pellets were produced with sugarcane bagasse and coffee processing residues, in different proportions with charcoal fines, aiming to improve the energy properties and add value to the residual biomass. The pellets had their properties compared to the commercial quality standard. Artificial neural networks and multivariate statistical models were used to validate the best treatments for biofuel production. The obtained pellets presented the minimum characteristics required by DIN EN 14961-6. However, the sugarcane bagasse biomass distinguished itself for use in energy pellets, more specifically, the treatment with 20% of fine charcoal because of its higher net calorific value (17.85 MJ·kg-1) and energy density (13.30 GJ·m-3), achieving the characteristics required for type A pellets in commercial standards. The statistical techniques were efficient and grouped the treatments with similar properties, as well as validated the sugarcane biomass mixed with charcoal fines for pellet production. Thus, these results demonstrate that waste charcoal fines mixed with agro-industrial biomass have great potential to integrate the production chain for energy generation.
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Affiliation(s)
- Dieimes Ribeiro Resende
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil.
| | - Elesandra da Silva Araujo
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
| | - Mário Sérgio Lorenço
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
| | - Uasmim Lira Zidanes
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
| | - Fábio Akira Mori
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
| | - Paulo Fernando Trugilho
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
| | - Maria Lúcia Bianchi
- Institute of Natural Sciences, Federal University of Lavras, PO Box 3037, Lavras, MG, 372000-900, Brazil
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Chen C, Yang R, Wang X, Qu B, Zhang M, Ji G, Li A. Effect of in-situ torrefaction and densification on the properties of pellets from rice husk and rice straw. CHEMOSPHERE 2022; 289:133009. [PMID: 34808201 DOI: 10.1016/j.chemosphere.2021.133009] [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: 06/16/2021] [Revised: 10/17/2021] [Accepted: 11/18/2021] [Indexed: 06/13/2023]
Abstract
The research on preparing high-quality pellets by combining torrefaction and densification of biomass has received widespread attention. This paper investigated the influence of torrefaction temperature on biomass and evaluated the quality of three kinds of pellets (raw pellets, ex-situ torrefied densified pellets and in-situ torrefied densified pellets). When the torrefaction temperature was raised to 300 °C, the energy yield of rice straw (RS) and rice husk (RH) quickly decreased to 71.08% and 77.62%, and the cellulose was decomposed significantly. The results proved that 250 °C was an optimum temperature for RS and RH torrefaction. The densities of RS and RH in-situ torrefied densified pellets were 1236.84 kg/m3 and 1277.50 kg/m3 under 150 MPa, respectively. The density, Meyer hardness, hydrophobicity, and mechanical specific energy consumption of the pellet increased with the increase of molding pressure. The in-situ pellets had higher Meyer hardness, hydrophobicity, and lower mechanical specific energy consumption under the same molding pressure than raw pellets and ex-situ torrefied densified pellets. In addition, the bonding mechanism was studied by using scanning electron microscopy and ultraviolet auto-fluorescence. In-situ torrefaction and densification facilitated the formation of self-locking and the migration of lignin between particles. Compared with RH pellets, RS pellets had higher quality due to the higher hemicellulose content, which was necessary for forming stable hydrogen bonds.
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Affiliation(s)
- Chuanshuai Chen
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Ruili Yang
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Xuexue Wang
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Boyu Qu
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Menglu Zhang
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Guozhao Ji
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
| | - Aimin Li
- Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science & Technology, Dalian University of Technology, Dalian, 116024, PR China.
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Gao W, Li Z, Liu T, Wang Y. Production of high-concentration fermentable sugars from lignocellulosic biomass by using high solids fed-batch enzymatic hydrolysis. Biochem Eng J 2021. [DOI: 10.1016/j.bej.2021.108186] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Ikegwu U, Ozonoh M, Okoro NJM, Daramola MO. Effect and Optimization of Process Conditions during Solvolysis and Torrefaction of Pine Sawdust Using the Desirability Function and Genetic Algorithm. ACS OMEGA 2021; 6:20112-20129. [PMID: 34395964 PMCID: PMC8358964 DOI: 10.1021/acsomega.1c00857] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/21/2021] [Indexed: 05/04/2023]
Abstract
Understanding optimal process conditions is an essential step in providing high-quality fuel for energy production, efficient energy generation, and plant development. Thus, the effect of process conditions such as the temperature, time, nitrogen-to-solid ratio (NSR), and liquid-to-solid ratio (LSR) on pretreated waste pine sawdust (PSD) via torrefaction and solvolysis is presented. The desirability function approach and genetic algorithm (GA) were used to optimize the processes. The response surface methodology (RSM) based on Box-Behnken design (BBD) was used to determine the effect of the process conditions mentioned above on the higher heating value (HHV), mass yield (MY), and energy enhancement factor (EEF) of biochar/hydrochar obtained from waste PSD. Seventeen experiments were designed each for torrefaction and solvolysis processes. The benchmarked process conditions were as follows: temperature, 200-300 °C; time, 30-120 min; NSR/LSR, 4-5. In this study, the operating temperature was the most influential variable that affected the pretreated fuel's properties, with the NSR and LSR having the least effect. The oxygen-to-carbon content ratio and the HHV of the pretreated fuel sample were compared between the two pretreatment methods investigated. Solvolysis pretreatment showed a higher reduction in the oxygen-to-carbon content ratio of 47%, while 44% reduction was accounted for the torrefaction process. A higher mass loss and energy content were also obtained from solvolysis than the torrefaction process. From the optimization process results, the accuracy of the optimal process conditions was higher for GA (299 °C, 30.07 min, and 4.12 NSR for torrefaction and 295.10 °C, 50.85 min, and 4.55 LSR for solvolysis) than that of the desirability function based on RSM. The models developed were reliable for evaluating the operating process conditions of the methods studied.
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Affiliation(s)
- Ugochukwu
M. Ikegwu
- School
of Chemical and Metallurgical Engineering, Faculty of Engineering
and the Built Environment, University of
the Witwatersrand, Johannesburg, Private Bag 3, WITS, Johannesburg 2050, South Africa
| | - Maxwell Ozonoh
- School
of Chemical and Metallurgical Engineering, Faculty of Engineering
and the Built Environment, University of
the Witwatersrand, Johannesburg, Private Bag 3, WITS, Johannesburg 2050, South Africa
- Department
of Chemical Engineering, Enugu State University
of Science and Technology, Enugu, Nigeria
| | - Nnanna-Jnr M. Okoro
- School
of Chemical and Metallurgical Engineering, Faculty of Engineering
and the Built Environment, University of
the Witwatersrand, Johannesburg, Private Bag 3, WITS, Johannesburg 2050, South Africa
- Department
of Environmental Management, Federal University
of Technology Owerri, Owerri, Nigeria
| | - Michael O. Daramola
- School
of Chemical and Metallurgical Engineering, Faculty of Engineering
and the Built Environment, University of
the Witwatersrand, Johannesburg, Private Bag 3, WITS, Johannesburg 2050, South Africa
- Department
of Chemical Engineering, University of Pretoria,
Faculty of Engineering, Built Environment and Information Technology, Private Bag X20, Hatfield, Pretoria 0028, South Africa
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Improving the Conversion of Biomass in Catalytic Pyrolysis via Intensification of Biomass—Catalyst Contact by Co-Pressing. Catalysts 2021. [DOI: 10.3390/catal11070805] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Biomass pyrolysis is a promising technology for fuel and chemical production from an abundant renewable source. It takes place usually in two stages; non-catalytic pyrolysis with further catalytic upgrading of the formed pyrolysis oil. The direct catalytic pyrolysis of biomass reduces the pyrolysis temperature, increase the yield to target products and improves their quality. However, in such one-stage process the contact between biomass and solid catalyst particles is poor leading to an excessively high degree of pure thermal pyrolysis reactions. The aim of this study was to enhance the catalyst-biomass contact via co-pressing of biomass and catalyst particles as a pre-treatment method. Catalytic pyrolysis of biomass components with HY and USY zeolites was studied using thermogravimetric analysis (TGA), as well as experiments in a pyrolysis reactor. The liquid and coke yields were characterized using gas chromatography, and TGA respectively. The TGA results showed that the degradation of the co-pressed cellulose occurred at lower temperatures compared to the pure thermal degradation, as well as catalytic degradation of non-pretreated cellulose. All biomass components produced better results using the co-pressing method, where the liquid yields increased while coke/char yields decreased. Bio-oil from catalytic pyrolysis of cellulose with HY catalyst mainly produced heavier fractions, while in the presence of USY catalyst medium fraction was mainly produced within the gasoline range. For hemicellulose catalytic pyrolysis, the catalysts had similar effects in enhancing the lighter fraction, but specifically, HY showed higher selectivity to middle fraction while USY has produced higher percentage of lighter fraction. Using with both catalysts, co-pressing had the best effect of eliminating the heavier fraction and improving the gasoline range fraction. Spent catalyst from co-pressed sample had lower concentrations of coke/char components due to the shorter residence times of volatiles, which suppresses the occurrence of secondary reactions leading to coke/char formations.
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Setkit N, Li X, Yao H, Worasuwannarak N. Torrefaction behavior of hot-pressed pellets prepared from leucaena wood. BIORESOURCE TECHNOLOGY 2021; 321:124502. [PMID: 33310409 DOI: 10.1016/j.biortech.2020.124502] [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: 10/20/2020] [Revised: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 06/12/2023]
Abstract
In this study, torrefaction behavior of hot-pressed wood pellet prepared at 250 °C and compression pressure of 70 MPa was examined at temperature 260-300 °C. It was found that the torrefaction behavior of hot-pressed pellet (HP) was significantly different from that of Raw and cold-pressed pellet (CP). The mass yield and energy yield for torrefaction at 300 °C and 30 min holding time for HP were 54.5% and 84.4%, respectively. Whereas the mass yield and energy yield for torrefaction at 300 °C and 30 min for Raw were 41.5% and 58.1%, respectively. From the gas formation analysis, it was found that the dehydration and deoxygenation reactions were accelerated to produce a large amount of H2O and CO2 during the torrefaction of HP. It was judged that torrefaction of hot-pressed pellet was very effective to prepare high quality black pellet.
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Affiliation(s)
- Nattawut Setkit
- The Joint Graduate School of Energy and Environment, Center of Excellence on Energy Technology and Environment, King Mongkut's University of Technology Thonburi, Bangmod, Tungkru, Bangkok 10140, Thailand
| | - Xian Li
- State Key Laboratory of Coal Combustion, School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Hong Yao
- State Key Laboratory of Coal Combustion, School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Nakorn Worasuwannarak
- The Joint Graduate School of Energy and Environment, Center of Excellence on Energy Technology and Environment, King Mongkut's University of Technology Thonburi, Bangmod, Tungkru, Bangkok 10140, Thailand.
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