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Optimization of Process Parameters for Pellet Production from Corn Stalk Rinds Using Box–Behnken Design

Author

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  • Dan Liu

    (College of Civil Engineering and Water Conservancy, Heilongjiang Bayi Agricultural University, Daqing 163319, China)

  • Da Teng

    (College of Engineering, Heilongjiang Bayi Agricultural University, Daqing 163319, China)

  • Yan Zhu

    (College of Engineering, Heilongjiang Bayi Agricultural University, Daqing 163319, China)

  • Xingde Wang

    (College of Engineering, Heilongjiang Bayi Agricultural University, Daqing 163319, China)

  • Hanyang Wang

    (College of Engineering, Heilongjiang Bayi Agricultural University, Daqing 163319, China)

Abstract

In the current study, corn stalk rinds were used as feedstock for the production of solid-fuel pellets. In an effort to comprehensively analyze the effects of different operational parameters on the physical properties of pellets, response surface methodology (RSM) was employed in conjunction with a Box–Behnken experimental design (BBD). By assessing multiple variables simultaneously and examining their interactions, BBD facilitates the development of a reliable response model that can predict how changes in independent variables will impact response variables. The recorded responses included relaxed density, mechanical durability, and compressive strength. Based on the results, greater R 2 values of 0.9467, 0.8669, and 0.9196, could be, respectively, attained for the quadratic regression models. The analysis of variance revealed that all independent variables had significant effects on the responses. The optimal processing condition for the pellets was established by determining the ideal combination of operational parameters. The process entailed the choice of a particle dimension measuring 0.5 mm, a moisture level of 11.35%, the application of heat at 125.7 °C on the die, and the utilization of a molding pressure of 154.2 MPa. Based on these factors, the predicted response values were determined to be 1639.61 kg/m 3 for relaxed density, 97.95% for mechanical durability, and 10.18 MPa for compressive strength. The values obtained experimentally under the optimized conditions were similar to the predicted values with a desirability value of 1.00.

Suggested Citation

  • Dan Liu & Da Teng & Yan Zhu & Xingde Wang & Hanyang Wang, 2023. "Optimization of Process Parameters for Pellet Production from Corn Stalk Rinds Using Box–Behnken Design," Energies, MDPI, vol. 16(12), pages 1-20, June.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:12:p:4796-:d:1174338
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    1. Guo, Tianyu & Yu, Yan & Wan, Zhangmin & Zargar, Shiva & Wu, Jie & Bi, Ran & Sokhansanj, Shahabaddine & Tu, Qingshi & Rojas, Orlando J., 2022. "Energy pellets from whole-wheat straw processed with a deep eutectic solvent: A comprehensive thermal, molecular and environmental evaluation," Renewable Energy, Elsevier, vol. 194(C), pages 902-911.
    2. Iuliana Gageanu & Dan Cujbescu & Catalin Persu & Paula Tudor & Petru Cardei & Mihai Matache & Valentin Vladut & Sorin Biris & Iulian Voicea & Nicoleta Ungureanu, 2021. "Influence of Input and Control Parameters on the Process of Pelleting Powdered Biomass," Energies, MDPI, vol. 14(14), pages 1-22, July.
    3. Riva, Lorenzo & Nielsen, Henrik Kofoed & Skreiberg, Øyvind & Wang, Liang & Bartocci, Pietro & Barbanera, Marco & Bidini, Gianni & Fantozzi, Francesco, 2019. "Analysis of optimal temperature, pressure and binder quantity for the production of biocarbon pellet to be used as a substitute for coke," Applied Energy, Elsevier, vol. 256(C).
    4. Jaya Shankar Tumuluru, 2019. "Pelleting of Pine and Switchgrass Blends: Effect of Process Variables and Blend Ratio on the Pellet Quality and Energy Consumption," Energies, MDPI, vol. 12(7), pages 1-26, March.
    5. Rentizelas, Athanasios A. & Tolis, Athanasios J. & Tatsiopoulos, Ilias P., 2009. "Logistics issues of biomass: The storage problem and the multi-biomass supply chain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 887-894, May.
    6. Anukam, Anthony & Mamphweli, Sampson & Reddy, Prashant & Meyer, Edson & Okoh, Omobola, 2016. "Pre-processing of sugarcane bagasse for gasification in a downdraft biomass gasifier system: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 775-801.
    7. Niedziółka, Ignacy & Szpryngiel, Mieczysław & Kachel-Jakubowska, Magdalena & Kraszkiewicz, Artur & Zawiślak, Kazimierz & Sobczak, Paweł & Nadulski, Rafał, 2015. "Assessment of the energetic and mechanical properties of pellets produced from agricultural biomass," Renewable Energy, Elsevier, vol. 76(C), pages 312-317.
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