Integrated Analysis of Waste Cream for Improving PE Plastic Usage in Chocolate Production Using Lean Manufacturing
DOI:
https://doi.org/10.31004/ijisk.v3i4.553Keywords:
Lean Manufacturing, Waste Cream, Diagram Pareto, Fishbone Diagram, Plastik Polyethylene (PE)Abstract
Waste cream pada proses produksi cokelat menyebabkan kehilangan bahan baku dan meningkatkan penggunaan plastik polyethylene (PE) pada proses rework. Penelitian ini bertujuan menganalisis penyebab waste cream serta mengevaluasi dampaknya terhadap penggunaan plastik PE menggunakan pendekatan Lean Manufacturing. Penelitian dilakukan dengan metode kuantitatif melalui studi kasus di PT AZX Divisi Coklat. Analisis meliputi pemetaan proses menggunakan Supplier-Input-Process-Output-Customer (SIPOC), Diagram Pareto, Fishbone Diagram, analisis dampak biaya penggunaan plastik PE, serta penyusunan usulan perbaikan menggunakan metode 5W+1H. Hasil penelitian menunjukkan bahwa total waste cream selama Februari–Juli 2025 mencapai 123.420 kg. Pemborosan terbesar berasal dari cream yang jatuh ke lantai (40,31%), kebocoran pompa (37,43%), dan sisa cream pada conveyor (22,26%). Pemborosan tersebut meningkatkan penggunaan plastik PE menjadi 12.442 lembar dengan biaya Rp8.483.000. Usulan perbaikan diharapkan mampu mengurangi waste cream, mengoptimalkan penggunaan plastik PE, dan meningkatkan efisiensi proses produksi.
References
Al-Dalain, R. (2026). Exploring Lean Manufacturing Integration and Performance Evaluation for Process Optimization in the Food Processing Industry. Production Engineering Archives, 32(1), 87–95. https://doi.org/10.30657/pea.2026.32.7
Ema, N. R., Mithu, M. A. H., & Sayem, A. (2024). Exploring driving factors in employing waste reduction tools to alleviate the global food security and sustainability. Heliyon, 10(7), e28192. https://doi.org/10.1016/j.heliyon.2024.e28192
Ferrazzi, M., Frecassetti, S., Bilancia, A., & Portioli-Staudacher, A. (2025). Investigating the influence of lean manufacturing approach on environmental performance: A systematic literature review. International Journal of Advanced Manufacturing Technology, 136(9), 4025–4044. https://doi.org/10.1007/s00170-024-13215-5
Ferrer-Blas, R. I., Galarcep-Barba, I., & Solano-Gaviño, J. C. (2024). Lean Manufacturing in food production: Systematic review, bibliometric analysis and proposed application. Scientia Agropecuaria, 15(4), 569–579. https://doi.org/10.17268/sci.agropecu.2024.042
K.LIKER, J. (1999). BECOMING LEAN. 19(11), 1649–1654.
Kechagias, E. P., Gayialis, S. P., Panayiotou, N., & Papadopoulos, G. A. (2024). A Holistic Framework for Evaluating Food Loss and Waste Due to Marketing Standards across the Entire Food Supply Chain. Foods, 13(20). https://doi.org/10.3390/foods13203273
Mishra, K., Green, A., Burkard, J., Gubler, I., Borradori, R., Kohler, L., Meuli, J., Krähenmann, U., Bergfreund, J., Siegrist, A., Schnyder, M., Mathys, A., Fischer, P., & Windhab, E. J. (2024). Valorization of cocoa pod side streams improves nutritional and sustainability aspects of chocolate. 5(May). https://doi.org/10.1038/s43016-024-00967-2
Veseli, A., Bajraktari, A., & Trajkovska Petkoska, A. (2024). The Implementation of Lean Manufacturing on Zero Waste Technologies in the Food Processing Industry: Insights from Food Processing Companies in Kosovo and North Macedonia. Sustainability (Switzerland), 16(14). https://doi.org/10.3390/su16146016
Vyanti, J., & Herliansyah, M. K. (2026). Waste evaluation in chocolate powder production using a lean manufacturing approach. Jurnal Teknosains, 15(2), 151. https://doi.org/10.22146/teknosains.109330
Wahyudi, R., Nugraha, A. T., & Anam, K. (2024). Pendekatan Lean Manufacturing Untuk Meminimasi Waste Produksi UMKM Swadi Cipta Karya. Teknoin, 29(2), 9–25. https://doi.org/10.20885/teknoin.vol29.iss2.art2
Woods, T. (2005). Lean thinking. Engineering, 246(5), 18–19.












