Comparative Analysis of Cost and Performance of Plastic Shredder Machines Using Heatmap-Based Scoring
DOI:
https://doi.org/10.22441/ijiem.v7i1.33929Keywords:
Shredder machine, Plastic waste, Design, Development, HeatmapAbstract
The growing problem of plastic waste requires innovative and sustainable solutions in terms of processing and recycling. One of the key technologies in the recycling process is the shredder machine, which serves to shred plastic waste into smaller sizes before further processing. However, in practice, industry players, especially at the microscale, often face a dilemma in choosing the optimal shredder machine between performance and cost aspects. This research aims to fill the gap by conducting a comparative analysis of three shredder designs based on price and technical performance criteria. The method used in this research involves quantitative measurements of vary in several key aspects, namely: physical dimensions (body area), frame length, transmission system (gearbox and/or clutch), storage capacity, chopper type, motor specifications (power), speed controller, additional features such as presser, foldability, and total price. Furthermore, the data was analyzed using a simple machine learning approach based on heatmap scoring with the help of Python libraries such as Pandas, Seaborn, and Matplotlib. The analysis results show that the 3rd design provides the best performance. This research contributes to data-driven decision making in shredder machine selection, with an approach that combines technical and economic aspects in an integrated manner. The findings are expected to serve as a reference for the development of efficient and sustainable waste plastic processing technology in the microscale industry sector.Downloads
References
Anggraeni, N. D., & Latief, A. E. (2018). Rancang Bangun Mesin Pencacah Plastik Tipe Gunting. Jurnal Rekayasa Hijau, 2(2), 185–190. https://doi.org/10.26760/jrh.v2i2.2397
Anwar, M. A., Suprihatin, Sasongko, N. A., Najib, M., & Pranoto, B. (2024). Challenges and prospects of multilayer plastic waste management in several countries: A systematic literature review. Case Studies in Chemical and Environmental Engineering, 10(July), 100911. https://doi.org/10.1016/j.cscee.2024.100911
Balasubramanian, S., Deshpande, S. D., & Bothe, I. R. (2020). Design, development and performance evaluation of CIAE-millet mill. AMA, Agricultural Mechanization in Asia, Africa and Latin America, 51(1), 42–48.
Caguay, M. E., Gavino, R. B., Gavino, H. F., & Sayco, T. B. (2023). Development and Performance Analysis of a Mini Twin-Shaft Shredder for Efficient Polyethylene Terephthalate (PET) Bottle Recycling. Journal of Engineering Research and Reports, 25(8), 217–229. https://doi.org/10.9734/jerr/2023/v25i8974
Damilola Victoria Awe, Tesleem Babatunde Asafa, Taiwo Adebowale Adeniran, Peter Efosa Ohenhen, Victoria Adebisi Alao, & Olusegun Abiodun Balogun. (2024). Development and performance evaluation of a mini plastic crushing machine. World Journal of Advanced Research and Reviews, 22(1), 591–602. https://doi.org/10.30574/wjarr.2024.22.1.1126
Evode, N., Qamar, S. A., Bilal, M., Barceló, D., & Iqbal, H. M. N. (2021). Plastic waste and its management strategies for environmental sustainability. Case Studies in Chemical and Environmental Engineering, 4(August). https://doi.org/10.1016/j.cscee.2021.100142
Ferreira Neto, W. A., Cavalcante, C. A. V., Santos, A. C. J., Araújo, L. H. C., Alberti, A. R., & Lima, H. B. V. (2021). An inspection policy for shredder equipment used in steel production lines considering buffer level and operating time. Journal of Manufacturing Systems, 60(March), 640–651. https://doi.org/10.1016/j.jmsy.2021.06.013
Harjuma, H., Tahir, A., Sirama, S., & Aswar, A. (2024). Development of Plastic Shredder Technology to Support Plastic Waste Reduction. International Journal of Engineering, Science and Information Technology, 5(1), 77–84. https://doi.org/10.52088/ijesty.v5i1.643
Himarosa, R. A., Nugraha, A. W., & Syamsi, C. N. (2020). Perancangan Mesin Shredder Untuk. Perancangan Mesin Shredder Untuk Penghancur Kaca, Xxx, 1–12.
Holland-Letz, T., & Kopp-Schneider, A. (2020). The design heatmap: A simple visualization of D-optimality design problems. Biometrical Journal, 62(8), 2013–2031. https://doi.org/10.1002/bimj.202000087
Indirawati, S. M., Salmah, U., Arde, L. D., & Hutagalung, D. S. (2023). Analisis Model Intervensi Pengelolaan Sampah Plastik Pada Generasi X Di Kota Medan. Jurnal Kesehatan Lingkungan Indonesia, 22(2), 160–169. https://doi.org/10.14710/jkli.22.2.160-169
Joseph, T. M., Azat, S., Ahmadi, Z., Moini, O., & Thomas, S. (2024). Case Studies in Chemical and Environmental Engineering Polyethylene terephthalate (PET) recycling: A review. Case Studies in Chemical and Environmental Engineering, 9(January), 1–16.
Kassab, A., Al Nabhani, D., Mohanty, P., Pannier, C., & Ayoub, G. Y. (2023). Advancing Plastic Recycling: Challenges and Opportunities in the Integration of 3D Printing and Distributed Recycling for a Circular Economy. Polymers, 15(19). https://doi.org/10.3390/polym15193881
Keith, J. A., Vassilev-Galindo, V., Cheng, B., Chmiela, S., Gastegger, M., Müller, K. R., & Tkatchenko, A. (2021). Combining Machine Learning and Computational Chemistry for Predictive Insights into Chemical Systems. Chemical Reviews, 121(16), 9816–9872. https://doi.org/10.1021/acs.chemrev.1c00107
Kurniaty, Y., Nararaya, W. H. B., Turawan, R. N., & Nurmuhamad, F. (2016). Mengefektifkan Pemisahan Jenis Sampah Sebagai Upaya Pengelolaan Sampah Terpadu Di Kota Magelang. Varia Justicia, 12(1), 135–150.
Muhfidin, R., Sari, S. N., & Prastowo, R. (2024). Analisis Kapasitas Mesin Pencacah Limbah Plastik dan Tekstil Menggunakan Unit Penghancur (Shredder). G-Tech: Jurnal Teknologi Terapan, 8(3), 1474–1483. https://doi.org/10.33379/gtech.v8i3.4400
Muslimin, D., Majid, N., Effendi, I., Simarmata, N., & Ristiyana, R. (2023). METODOLOGI PENELITIAN KUANTITATIF DAN KUALITATIF.
Muslimin, M., Setyadi, I., Zuhri, A., & Luqyana, D. (2023). Redesain dan Fabrikasi Bilah Pisau Shredder SKD-11 untuk Pemotongan Limbah Plastik. Jurnal Mekanik Terapan, 4(2), 53–59. https://doi.org/10.32722/jmt.v4i2.5887
Nayanathara Thathsarani Pilapitiya, P. G. C., & Ratnayake, A. S. (2024). The world of plastic waste: A review. Cleaner Materials, 11(August 2023). https://doi.org/10.1016/j.clema.2024.100220
Prawara, M. T. R., Kurniawan, P., Nugraha, A., & Setiawan, A. W. (2023). Perancangan dan Analisis Mesin Pencacah untuk Limbah Hasil Purging dengan Menggunakan Metode Computer Aided Engineering. Teknobiz : Jurnal Ilmiah Program Studi Magister Teknik Mesin, 13(2), 92–100. https://doi.org/10.35814/teknobiz.v13i2.5288
Rohima, S., Mardalena, & Widyanata, F. (2024). Pelatihan Daur Ulang Sampah Plastik Air Mineral Bernilai Ekonomis bagi Remaja Putri dan Ibu Rumah Tangga. Sricommerce: Journal of Sriwijaya Community Services, 5(1), 85–94. https://doi.org/10.29259/jscs.v5i1.180
Selan, R. N., Maliwemu, E. U. ., & Boimau, K. (2021). Perancangan Sistem Transmisi Mesin Pencacah Sampah Plastik dengan Putaran Mesin 2800 RPM. Al-Jazari Jurnal Ilmiah Teknik Mesin, 6(1). https://doi.org/10.31602/al-jazari.v6i1.5014
Soewono, A. D., Liutomo, J., & Darmawan, M. (2021). Rancang Bangun Plastic Waste Shredder untuk Mengolah Sisa Limbah Plastik Proses Injection Mould. Jurnal Rekayasa Mesin, 16(1), 1–8. https://doi.org/10.32497/jrm.v16i1.1998
Sopyan, D., & Suryadi, D. (2022). Perancangan Mesin Pencacah Plastik Kapasitas 25 Kg. Jurnal Media Teknologi, 6(2), 213–222. https://doi.org/10.25157/jmt.v6i2.2796
Syaka, D. R. ., Kholil, A., Aminingsih, A., Siswaldi, A., & Gunandi, I. (2016). Disain dan Analisis Mesin Pencacah Gelas Plastik dengan Penggerak Manual. Jurnal Konversi Energi Dan Manufaktur, 3(3), 117–124. https://doi.org/10.21009/jkem.3.3.1
Usman, M. K., Qurohman, M. T., & Sugiarto, A. (2021). Proses Pembuatan Mata Pisau Shredder Berbahan Stainless Steel 304 Pada Mesin Pencacah Sampah (Crusher Plastik). Journal of Physics A: Mathematical and Theoretical, 10(1), 28–33. https://doi.org/10.1088/1751-8113/44/8/085201
Vishesh, S., & B, J. M. (2007). Employee Performance: Heatmap Analysis. International Journal of Advanced Research in Computer and Communication Engineering ISO, 3297(January). https://doi.org/10.17148/IJARCCE.2023.12115
Wardani, A. R., Martana, B., & Prayitno, S. (2023). Rancang Bangun Mesin Pencacah Plastik Berjenis Multilayer Dengan Model Pisau Shredder. Journal of Sustainable Mechanical Engineering, 1(1), 16–20. https://doi.org/10.54378/josme.v1i1.6193
Wardhana, P. W., Hanafi, A. F., Finali, A., & Umar, M. L. (2022). Potensi Limbah Plastik sebagai Sumber Energi Terbarukan Menggunakan Proses Degradasi Termal dan Katalitik. J-Proteksion, 7(1), 14–20.
Wilson, D. C., Velis, C., & Cheeseman, C. (2006). Role of informal sector recycling in waste management in developing countries. Habitat International, 30(4), 797–808. https://doi.org/10.1016/j.habitatint.2005.09.005
Wong, J. H., Karen, W. M. J., Bahrin, S. A., Chua, B. L., Melvin, G. J. H., & Siambun, N. J. (2022). Wear Mechanisms and Performance of PET Shredder Blade with Various Geometries and Orientations. Machines, 10(9). https://doi.org/10.3390/machines10090760
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