Geometry Optimization of PET Regrind Plastic Dust Separator Machine
DOI:
https://doi.org/10.70822/evrmata.vi.76Keywords:
Dust collector, factorial design, optimization, dust weight, variance analysisAbstract
This study aims to analyze the effect of various operational factors on the weight of dust collected by a dust collector machine. Using a multilevel factorial design, this study evaluates the interaction between frequency (Hz), hose length (m), and tube height (m). Analysis of variance shows that all three factors have a significant effect on the dust weight response (P-Value <0.05). The regression model with an R² of 99.15% shows a very high prediction accuracy. Parameter optimization was carried out to maximize the weight of dust collected, resulting in optimal conditions at a frequency of 50 Hz, a hose length of 2 m, and a tube height of 0.3 m with a dust weight of 72.75 g.
References
P. Thieleke and C. Bonten, 2021. “Enhanced Processing of Regrind as Recycling Material in Single-Screw Extruders,” Polymers (Basel), vol. 13, no. 10, p. 1540, May 2021, doi: 10.3390/polym13101540.
K. S. Johann, A. Reißing, and C. Bonten, 2022. “Comparative Analysis of the Solid Conveying of Regrind, Virgin and Powdery Polyolefins in Single-Screw Extrusion,” Journal of Manufacturing and Materials Processing, vol. 6, no. 3, p. 56, May 2022, doi: 10.3390/jmmp6030056.
A. A. Abosbaia, A. S. Alkrbash, S. A. Elsheikhi, M. F. M. Alkbir, and A. M. A. Elfaghi, 2022. “Assessment of Recycled Plastic Performance in The City of Zawia Libya,” International Journal of Integrated Engineering, vol. 14, no. 8, Dec. 2022, doi: 10.30880/ijie.2022.14.08.007.
J. Hopewell, R. Dvorak, and E. Kosior, 2009. “Plastics recycling: challenges and opportunities,” Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 364, no. 1526, pp. 2115–2126, Jul. 2009, doi: 10.1098/rstb.2008.0311.
M. A. Rizza et al., 2024. “The Effect of Mixing Time and Rotation Speed on the Consistency of Dough Viscosity in a Horizontal Mixer,” Journal of Mechanical Engineering Science and Technology (JMEST), vol. 8, no. 2, p. 460, Nov. 2024, doi: 10.17977/um016v8i22024p460.
J. A. Barminko, N. I. Nativ, R. Schloss, and M. L. Yarmush, 2014. “Fractional factorial design to investigate stromal cell regulation of macrophage plasticity,” Biotechnol Bioeng, vol. 111, no. 11, pp. 2239–2251, Nov. 2014, doi: 10.1002/bit.25282.
T. E. Fannin, M. D. Marcus, D. A. Anderson, and H. L. Bergman, 1981. “Use of a Fractional Factorial Design to Evaluate Interactions of Environmental Factors Affecting Biodegradation Rates,” Appl Environ Microbiol, vol. 42, no. 6, pp. 936–943, Dec. 1981, doi: 10.1128/aem.42.6.936-943.1981.
J. Alsadi, R. Ismail, and I. Trrad, 2022. “An Integrative Simulation for Mixing Different Polycarbonate Grades with the Same Color: Experimental Analysis and Evaluations,” Crystals (Basel), vol. 12, no. 3, p. 423, Mar. 2022, doi: 10.3390/cryst12030423.
W.-J. Long, K. Khayat, G. Lemieux, F. Xing, and W.-L. Wang, 2015. “Factorial Design Approach in Proportioning Prestressed Self-Compacting Concrete,” Materials, vol. 8, no. 3, pp. 1089–1107, Mar. 2015, doi: 10.3390/ma8031089.
V. J. Romero, A. Sanchez-Lite, and G. Liraut, 2021. “Development of a Multi-Criteria Design Optimization Methodology for Automotive Plastics Parts,” Polymers (Basel), vol. 14, no. 1, p. 156, Dec. 2021, doi: 10.3390/polym14010156.
R. N. Amrullah, S. Hadi, M. A. Rizza, E. Yudiyanto, S. Bin Sharif, and M. A. Suhaimi, 2024. “Evaluation of the environmental impact of material selection and design in the hanger press machine manufacturing process,” 521 Disseminating Information on the Research of Mechanical Engineering-Jurnal Polimesin, vol. 22, no. 5, 2024, [Online]. Available: http://e-jurnal.pnl.ac.id/polimesin
S. Khadke et al., 2021. “Efficient Plastic Recycling and Remolding Circular Economy Using the Technology of Trust–Blockchain,” Sustainability, vol. 13, no. 16, p. 9142, Aug. 2021, doi: 10.3390/su13169142.
S.-C. Chen, H. Su, J. J. Mathew, H. Gunawan, C.-W. Huang, and C.-T. Feng, 2022. “An Investigation to Reduce the Effect of Moisture on Injection-Molded Parts through Optimization of Plasticization Parameters,” Applied Sciences, vol. 12, no. 3, p. 1410, Jan. 2022, doi: 10.3390/app12031410.
P. Thieleke and C. Bonten, 2021. “Enhanced Processing of Regrind as Recycling Material in Single-Screw Extruders,” Polymers (Basel), vol. 13, no. 10, p. 1540, May 2021, doi: 10.3390/polym13101540.
R. N. Amrullah, S. Hadi, and M. A. Rizza, 2024. “Simulation-based Methodology to Investigate the Impact of Material Type and Compressive Speed Variation on Effective Strain Rate and Springback,” Journal of Mechanical Engineering Science and Technology, vol. 8, no. 2, pp. 229–239, 2024, doi: 10.17977/um016v8i22024p229.
N. Mirzaei, 2022. “Solar Collector Performance Analysis Using ANOVA Method,” Transactions of FAMENA, vol. 45, no. 4, pp. 29–41, 2022, doi: 10.21278/TOF.454029621.
J. Hobbs, M. Katzfuss, H. Nguyen, V. Yadav, and J. Liu, 2024. “Functional analysis of variance (ANOVA) for carbon flux estimates from remote sensing data,” Geosci Model Dev, vol. 17, no. 3, pp. 1133–1151, Feb. 2024, doi: 10.5194/gmd-17-1133-2024.
M. HESHMAT and Y. ABDELRHMAN, 2019. “ANOVA AND REGRESSION MODEL OF SLURRY EROSION PARAMETERS OF A POLYMERIC SPRAY- PAINT FILMS,” Proceedings on Engineering Sciences, vol. 1, no. 1, pp. 252–258, May 2019, doi: 10.24874/PES01.01.032.
V. Volpe, S. Lanzillo, G. Affinita, B. Villacci, I. Macchiarolo, and R. Pantani, 2019. “Lightweight High-Performance Polymer Composite for Automotive Applications,” Polymers (Basel), vol. 11, no. 2, p. 326, Feb. 2019, doi: 10.3390/polym11020326.
Y. Xi, Y. Dai, X. Zhang, and X. Zhang, 2020. “Prediction of Particle-Collection Efficiency for Vacuum-Blowing Cleaning System Based on Operational Conditions,” Processes, vol. 8, no. 7, p. 809, Jul. 2020, doi: 10.3390/pr8070809.
J. V. Fayzullayevich, G. Tan, F. J. Alex, Y. Wu, and P. K. Agyeman, 2022. “Numerical Study of Factors Affecting Particle Suction Efficiency of Pick-Up Head of a Regenerative Air Vacuum Sweeper,” Processes, vol. 10, no. 7, p. 1252, Jun. 2022, doi: 10.3390/pr10071252.
J. V. Fayzullayevich, G. Tan, F. J. Alex, P. K. Agyeman, and Y. Wu, 2022. “Improvement of Dust Particle Suction Efficiency by Controlling the Airflow of a Regenerative Air Sweeper,” Applied Sciences, vol. 12, no. 19, p. 9765, Sep. 2022, doi: 10.3390/app12199765.
K. S. Lim, K. W. Lee, and M. R. Kuhlman, 2001. “An Experimental Study of the Performance Factors Affecting Particle Collection Efficiency of the Electrocyclone,” Aerosol Science and Technology, vol. 35, no. 6, pp. 969–977, Jan. 2001, doi: 10.1080/027868201753306732.
S. D. A, 2023. “Response Surface Methodology-A Statistical Tool for the Optimization of Responses,” Glob J Addict Rehabil Med, vol. 7, no. 1, May 2023, doi: 10.19080/GJARM.2023.07.555705.
. Rahman, Mukhtar, Syam, Rafiuddin dan Jalaluddin, 2006. Re-Desain Dust Collector dengan Cyclone System Untuk Pabrik Semen, Prosiding, Seminar Nasional Tahunan Teknik Mesin (SNTTM) V Universitas Indonesia, 21-23 November 2006
Harrison, Robert. 2007, Eliminate dust, fines & longs for better regrind quality, Plastic Technology, Wittmann Inc. Published 1 February, 2007
Susanty Obelia, Ropiah, Opy, Wijaya Cyintia. 2012. WET SCRUBBER DUST COLLECTOR, prosiding, Seminar Nasional IPB Bogor, 5 Mei 2012.
Triwijaya, Rahmad Anton, Rijanto,Achmad, Arum, L.P.Indah, 2020. Analisis Mesin Dust Collector Untuk Meminimalisir Terjadinya Break Down Agar Tidak Mengganggu Proses Produksi, Jurnal, Majamecha, Volume 2 Nomor 1 Juni 2020 Halaman 9 – 18,
Johansyah, MOCHAMMAD, AMIR, Randy, YUSUF, 2021. Pembuatan Dust Collector Untuk Tangki Penyimpanan Nibs Di Pt. Y, Jurnal, Motor Bakar: Jurnal Teknik Mesin Universitas Muhammadiyah Tangerang, Vol. 5, No. 1, Januari-Juni, 2021 P-ISSN: 2549 5038 E-ISSN: 2580-4979
Syahrizal, Muhammad Arief, Rosihan, H. War’an, Pessireron, Agneta Grace, 2022. Perancangan Alat Pemisah Debu Siklon Untuk Industri Dengan Kapasitas 0,1 m³/s, Jurnal, JOSR: Journal of Social Research Oktober 2022, 1 (11), 357-366 p-ISSN: 2827-9832
Halen, A.V., Prakosa, O.P., Kurniawan, Perwita, Hutama, A.S. 2022. Rancangan Bangun Pemisah Biji Kopi Dengan Sistem Cyclone, Jurnal, Jurnal Dinamika Vokasional Teknik Mesin Volume 7 Nomor 1 April 2022 Hal 35-46.
