Analysis of Waste in the 3 Kg LPG Gas Delivery Process Using the Lean Distribution Method
Abstract
This study aims to identify waste in the 3 kg LPG delivery process at PT Nahatolu Miragas Prima and provide improvement proposals to improve distribution efficiency. The main problem is the delivery lead time that exceeds the estimated ideal time, causing delays to distribution partners. The method used is lean distribution with steps such as data collection of the distribution process, process flow mapping using Value Stream Mapping, and identification of waste based on 8 types of waste. Weighting was done through a questionnaire to determine the most dominant waste, followed by cause analysis using fishbone diagrams and formulation of improvement proposals using the 5W+1H approach. The results showed that the main wastes were in the waste activities of waiting, excess processing, and non-utilized talent. The application of future stream mapping shows the potential to significantly reduce distribution time by reducing the lead time of the distribution process from 732 minutes to 574 minutes. In conclusion, the lean distribution method is effectively used to identify and reduce waste in the LPG distribution flow by increasing the activity of the 3 Kg LPG distribution process by 21,5%.
References
Ali, A. E. (2025). Enhancing Supply Chain and Organizational Performance Through Lean Supply Chain Management Practices: A Study of Saudi Arabian Manufacturing. https://dx.doi.org/10.2139/ssrn.5404204
Arianto, B. (2020). Sistem distribusi, logistik dan supply chain dengan metode lean distribution. Jurnal Mitra Manajemen, 4(1), 25–32. https://doi.org/10.35968/jmm.v4i1.579
Aristriyana, E., & Fauzi, R. A. (2022). Analisis penyebab kecacatan produk dengan metode Fishbone Diagram dan Failure Mode Effect Analysis (FMEA) pada perusahaan Elang Mas Sindang Kasih Ciamis. Jurnal Industrial Galuh, 4(2), 1–10. https://doi.org/10.25157/jig.v4i2.3021
Carbone, V., Rouquet, A., & Roussat, C. (2021). Guest editorial. International Journal of Physical Distribution & Logistics Management, 51(5), 449–459. https://doi.org/10.1108/IJPDLM-03-2021-0158
Fattahillah, G., Merdeka, P., & Nurkertamanda, D. (2020). Identifikasi 9 waste beserta usulan rekomendasi perbaikan pada proses produksi side link dengan pendekatan lean manufacturing pada Divisi Infrastruktur Perhubungan PT Pindad (Persero). Jurnal Teknik Industri, 1(1), 1–12.
Fauzy, R. N., & Setiawan, E. (2024). Penerapan lean warehousing untuk minimasi pemborosan pada warehouse finished goods Divisi Inline PT Dua Kelinci. Journal of Industrial Engineering and Operation Management, 7(1), 40–51. https://doi.org/10.31602/jieom.v7i1.15130
Febrianty, T. B., Hermansyah, F. A., Syafiin, I. A. S., & Fauzi, M. (2022). Identifikasi jenis pemborosan yang terjadi pada PT PQR dengan menggunakan metode 8 waste. Jurnal Rekayasa Industri, 2(1), 94–102. https://doi.org/10.46306/tgc.v2i1.28
Garside, A. K., & Rahmasari, D. (2017). Manajemen logistik. UMMPress.
Ghodake, S. P., Malkar, V. R., Santosh, K., Jabasheela, L., Abdufattokhov, S., & Gopi, A. (2024). Enhancing Supply Chain Management Efficiency: A Data-Driven Approach using Predictive Analytics and Machine Learning Algorithms. International Journal of Advanced Computer Science & Applications, 15(4). https://doi.org/10.14569/ijacsa.2024.0150469
Grant, D. B., Shaw, S., Sweeney, E., & Bahr, W. (2023). Using mixed methods in logistics and supply chain management research: Current state and future directions. The International Journal of Logistics Management, 34(7), 177–198. https://doi.org/10.1108/IJLM-04-2023-0156
Hambajawa, L. D., Handoko, F., & Kiswandono. (2020). Implementasi lean distribution untuk mengurangi lead time pengiriman semen Holcim pada distribusi jalur darat di PT Bumi Pembangunan Pertiwi Malang. Jurnal Mahasiswa Teknik Industri, 3(2), 148–152. https://doi.org/10.36040/valtech.v3i2.2744
Jaboob, A. S., Awain, A. M. B., Ali, K. A. M., & Mohammed, A. M. (2024). Introduction to operation and supply chain management for entrepreneurship. In Applying Business Intelligence and Innovation to Entrepreneurship (pp. 52-80). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-1846-1.ch004
Jordan, E., Berlec, T., Rihar, L., & Kusar, J. (2020). Simulation of cost-driven value stream mapping. International Journal of Simulation Modelling, 19(3), 458–469. https://doi.org/10.2507/IJSIMM19-3-527
Kalandarovna, A. G., & Qizi, A. M. A. (2023). Development and increase of competitiveness of the organization. ASEAN Journal of Educational Research and Technology, 2(3), 265-274.
Kholil, M., Haekal, J., Suparno, A., Savira, D., & Widodo, T. (2021). Lean six sigma integration to reduce waste in tablet coating production with DMAIC and VSM approach. International Journal of Scientific Advances, 2(5), 5–15. https://doi.org/10.51542/ijscia.v2i5.8
Milenkov, M. A., Sokolović, V. S., Milovanović, V. R., & Milić, M. D. (2020). Logistics: Its role, significance and approaches. Vojnotehnički Glasnik/Military Technical Courier, 68(1), 79–106. https://doi.org/10.5937/vojtehg68-24503
Nelfiyanti, Saputra, D., & Anugerah Mahaji Puteri, R. (2023). Penerapan value stream mapping tools dalam meminimasi pemborosan proses packing part disc di line servis. JISI: Jurnal Integrasi Sistem Industri, 10(1), 9–10. https://doi.org/10.24853/jisi.10.1.9-10
Ngerndee, C., Leangthanom, C., Gunpai, S., & Rattanadumrongaksorn, D. (2022). Wastes of production process management for Eastern industry. Journal of Industrial Business Administration, 17(4), 210–220.
Nugraha, R., & Adianto, R. H. (2021). Usulan perbaikan untuk meminimasi delay pengiriman part kendaraan dengan metode lean distribution. Jurnal Teknik dan Sistem Industri, 3(1), 1–11.
Nurlaeli, A. D., Pulansari, F., Hayati, K. R., & Setiyoningsih, T. (2018). Analisis lead time pengiriman tekstil untuk meminimasi jalur distribusi dengan pendekatan lean distribution di PT X. Jurnal Logistik Indonesia, 6(2), 55–63.
Oteri, O. J., Onukwulu, E. C., Igwe, A. N., Ewim, C. M., Ibeh, A. I., & Sobowale, A. (2023). Cost optimization in logistics product management: strategies for operational efficiency and profitability. International Journal of Business and Management. Forthcoming.
Paillin, D. B., Camerling, B. J., & Nasarany, C. (2020). Lean distribution to minimize waste of time in the stripping process at PT Pelabuhan Indonesia IV Ambon Branch. Journal of Engineering and Applied Technology, 1(2), 74–84. https://doi.org/10.21831/jeatech.v1i2.35091
Paluzzi, H., Chen, H., Howe, M., Daugherty, P. J., & Tokar, T. (2025). Consumer impatience in the e-commerce home delivery context: a consumer-centric supply chain perspective for time-based competition. International Journal of Physical Distribution & Logistics Management, 55(1), 1-21.
Prasetyawan, Y., & Ibrahim, N. G. (2020). Warehouse improvement evaluation using lean warehousing approach and linear programming. IOP Conference Series: Materials Science and Engineering, 847(1), 012033. https://doi.org/10.1088/1757-899X/847/1/012033
Putri, A. I., & Ernawati, D. (2024). Waste analysis in delivery process using the lean distribution method. Indonesian Journal of Computer Science, 13(3), 4068–4077. https://doi.org/10.33022/ijcs.v13i3.3960
Putri, A. I., & Ernawati, D. (2024). Waste Analysis In Delivery Process Using The Lean Distribution Method. The Indonesian Journal of Computer Science, 13(3). https://doi.org/10.33022/ijcs.v13i3.3960
Rahmat, Dwiyanto, S., Farhan, M. A., Pahmi, A. M., & Pinileh, G. A. (2021). Menentukan rute pengiriman paket terbaik menggunakan metode TOPSIS. Jurnal Ilmiah Manajemen dan Bisnis, 8(1), 137–140. https://doi.org/10.30596/jimb.v20i1.2493
Rakhmasari, A. A., & Dharmayanti, I. (2023). Integrasi value stream mapping dengan simulasi kejadian diskrit: Studi kasus lean distribution. INTECH: Jurnal Teknik Industri Universitas Serang Raya, 9(2), 117–126. https://doi.org/10.30656/intech.v9i2.6063
Ramadhanti, C., Pramestiana, I., & Nurulita, S. (2023). Analisis penerapan lean warehouse untuk meminimalisir waste menggunakan value stream mapping dan fishbone diagram. Jurnal Teknik Industri, 9(2), 190–196.
Russell, R. S., & Taylor, B. W. (2019). Operations and supply chain management (9th ed.). John Wiley & Sons.
Sarjiman, Y., Lazim, H. M., & Lamsali, H. (2023). A lean management approach of rice subsidy distribution: Some findings from a study in Selangor. International Journal of Professional Business Review, 8(1), e01257. https://doi.org/10.26668/businessreview/2023.v8i1.1257
Setiawan, I., & Rahman, A. (2021). Penerapan lean manufacturing untuk meminimalkan waste dengan menggunakan metode VSM dan WAM pada PT XYZ. Prosiding Seminar Nasional Penelitian, 1, 1–10. http://jurnal.umj.ac.id/index.php/semnaslit
Shobur, M., Alfatiyah, R., Dahniar, T., & Supriyadi, E. (2021). Sistem produksi lean. UNPAM Press.
Slack, N., Brandon-Jones, A., & Johnston, R. (2020). Operations management (9th ed.). Pearson Education Limited.
Sudirjo, F. (2023). Marketing strategy in improving product competitiveness in the global market. Journal of Contemporary Administration and Management (ADMAN), 1(2), 63-69.
Triana, N. E., Lesmana, S. A., & Arumsari, A. G. (2024). Identify waste to achieve production targets using value stream analysis tool (VALSAT) method. International Journal of Scientific and Academic Research, 4(7), 1–7. https://doi.org/10.54756/ijsar.2024.12
Ulfah, M., Trenggonowati, D. L., & Arina, F. (2023). Minimizing Seven Waste In The Inner Lid Production Process Using The Lean Six Sigma Approach. Jurnal Teknologi Industri Pertanian, 33(2), 117-129. https://doi.org/10.24961/j.tek.ind.pert.2023.33.2.117
Zulfikar, A. M., & Rachman, T. (2020). Penerapan value stream mapping dan process activity mapping untuk identifikasi dan minimasi 7 waste pada proses produksi sepatu X di PT. In. PAI Jurnal Inovisi, 16(1), 25–33.
Zylstra, K. D. (2005). Lean distribution: Applying lean manufacturing to distribution, logistics, and supply chain. John Wiley & Sons.
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