Improving efficiency in green tea production time using lean manufacturing approach with value stream mapping: A case study at PT Candi Loka [Perbaikan efisiensi waktu produksi teh hijau menggunakan pendekatan produksi ramping dengan value stream mapping: Studi kasus di PT Candi Loka]

Authors

DOI:

https://doi.org/10.23960/jtihp.v29i2.132-143
Abstract View: 807

Keywords:

green tea, lean manufacturing, time efficiency, value stream mapping

Abstract

Green tea production activities at PT Candi Loka indicated a time-consuming, which caused process efficiency to be less than optimal. Process efficiency improvements must be made to increase company competitiveness and consumer satisfaction. This research aimed to analyze the efficiency of green tea production time at PT Candi Loka by identifying the processing time required in each production activity, including the time consumption and formulating recommendations for improvement using a lean manufacturing approach using the VSM (Value Stream Mapping) method. There were 30 activities in 6 processes consisting of receiving raw materials, withering, rolling, drying, and packaging. Identification of value streams using the PAM (Process Activity Mapping) tool produced 9 Value added (VA) activities, 19 Necessary but Non-Value Added (NNVA) activities, and 2 Non-Value Added (NVA) activities in the form of delays in the withering and drying processes. In the current state map analysis, the production lead time value was 315.286 seconds. Recommended improvements to eliminate delays in the withering process were to set up the rotary panner machine earlier and increase the number of supervisors, while to eliminate delays in the drying process were to implement a piece rate system. Increasing efficiency was also carried out by improving NNVA activities by adding weighbridge facilities and using a conveyor system. The future state map proposed by implementing recommended improvements resulted in an increase in production time efficiency to 222.356 seconds and an increase in the process cycle efficiency value from 58.95% to 84.85%.

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Author Biographies

Bambang Herry Purnomo, PS Magister Teknologi Agroindustri, Universitas Jember

Departemen Teknologi Industri Pertanian, Program Pascasarjana Teknologi Agroindustri, Fakultas Teknologi Pertanian, Universitas Jember

Ida Bagus Suryaningrat, PS Magister Teknologi Agroindustri, Universitas Jember

Departemen Teknologi Industri Pertanian, Program Pascasarjana Teknologi Agroindustri, Fakultas Teknologi Pertanian, Universitas Jember

Ilham Aulia Rachman, Fakultas Teknologi Pertanian Universitas Jember

Departemen Teknologi Industri Pertanian,  Fakultas Teknologi Pertanian, Universitas Jember

References

Anggraini, W., Kusumanto, I., Permata, E. G., & Yola, M. (2020). Pendekatan lean services untuk perbaikan pelayanan administrasi akademik perguruan tinggi. Jurnal Teknik Industri: Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik Industri, 6(1), 21. https://doi.org/10.24014/jti.v6i1.5246

Chimezie, O.S., Isaac,O.E, & Nkoi, B. (2023). Determination of boiler maintenance effectiveness on productivity in a palm oil producing company: A case study. International Journal of Engineering and Modern Technology (IJEMT), 8(1). https://doi: 10.56201/ijemt.v9.no1.2023.pg33.41

Delbridge, R., & Lowe, J. (1997). Manufacturing control: supervisory systems on the `new’ shop floor. Sociology, 31(3), 409–426. https://doi.org/10.1177/0038038597031003003

Dhika, D. A., Witonohadi, A., & Akbari, A. D. (2023). The proposed warehouse improvement using lean approach to eliminate waste at the main warehouse of PT. XYZ. Opsi, 16(1), 94. https://doi.org/10.31315/opsi.v16i1.7310

Fadhilah, Z. H., Perdana, F., & Syamsudin, R. A. M. R. (2021). Review: telaah kandungan senyawa katekin dan epigalokatekin galat (EGCG) sebagai antioksidan pada berbagai jenis teh. Jurnal Pharmascience, 8(1), 31–44. https://doi.org/10.20527/jps.v8i1.9122

Fajar, R. I., Wrasiati, L. P., & Suhendra, L. (2018). Kandungan senyawa flavonoid dan aktivitas antioksidan ekstrak teh hijau pada perlakuan suhu awal dan lama penyeduhan. Jurnal Rekayasa dan Manajemen Agroindustri, 6(3), 196. https://doi.org/10.24843/jrma.2018.v06.i03.p02

Fauziah, Y., Wijaya, E. O., Setiawan, I., & Nugroho, B. H. (2022). Improving the efficiency of material transfer system using Value Stream Mapping (VSM): A case study in the shoe industry. Journal Industrial Servicess, 8(2), 181–186. https://doi.org/10.36055/jiss.v8i2.15908

Foyer, G., & Schulz, K. (2021). Overview study of the use of several weighing instruments for static determination of vehicle mass in Germany. Measurement: Sensors, 18, 100114. https://doi.org/10.1016/j.measen.2021.100114

Gebeyehu, S. G., Abebe, M., & Gochel, A. (2022). Production lead time improvement through lean manufacturing. Cogent Engineering, 9(1). https://doi.org/10.1080/23311916.2022.2034255

Groneberg, H., Horstkotte, R., Pruemmer, M., Bergs, T., & Döpper, F. (2022). Concept for the reduction of non-value-adding operations in Laser Powder Bed Fusion (L-PBF). Procedia CIRP, 107, 344–349. https://doi.org/10.1016/j.procir.2022.04.056

Guiteras, R. P., & Jack, B. K. (2018). Productivity in piece-rate labor markets: Evidence from rural Malawi. Journal of Development Economics, 131, 42–61. https://doi.org/10.1016/j.jdeveco.2017.11.002

Habib, M. A., Rizvan, R., & Ahmed, S. (2023). Implementing lean manufacturing for improvement of operational performance in a labeling and packaging plant: A case study in Bangladesh. Results in Engineering, 17, 100818. https://doi.org/10.1016/j.rineng.2022.100818

Hanafie, A., Darty Akhsa, A. C., Alam, N., & Sandy, A. (2020). Rancang bangun sistem konveyor penghitung telur otomatis. ILTEK : Jurnal Teknologi, 15(01), 1–4. https://doi.org/10.47398/iltek.v15i01.1

Karabay, G., & Kansul, D. S. (2019). Increasing the process cycle efficiency of a men trousers assembly line. Tekstil ve Konfeksiyon, 29(3), 253–261. https://doi.org/10.32710/tekstilvekonfeksiyon.498921

Khoeruddin, R., & Indrasti, D. (2023). Analisis lean manufacturing produksi saus gulai dengan metode Value Stream Mapping. Jurnal Mutu Pangan : Indonesian Journal of Food Quality, 10(1), 15–23. https://doi.org/10.29244/jmpi.2023.10.1.15

Lestari, P. W., Harianto, S., Prawira-Atmaja, M. I., Andriyani, M., Shabri, S., Maulana, H., & Putri, S. H. (2022). Identifikasi sifat fisik produk samping dari mesin ball tea pada pengolahan teh hijau. Jurnal Teknotan, 16(2), 85. https://doi.org/10.24198/jt.vol16n2.4

Liu, Q., & Yang, H. (2017). Lean implementation through value stream mapping: A case study of a footwear manufacturer. 2017 29th Chinese Control And Decision Conference (CCDC), 3390–3395. https://doi.org/10.1109/CCDC.2017.7979092

Marques, J. P., Sá, J. C., Silva, F. J. G., Pereira, T., Ferreira, L. P., & Santos, G. (2021). Safety efficiency value stream mapping (SEVSM) - A new tool to support the implementation of Lean Safety. IOP Conference Series: Materials Science and Engineering, 1193(1), 012124. https://doi.org/10.1088/1757-899X/1193/1/012124

Ma’sum, A., & Setiafindari, W. (2022). Analisis pemborosan pada proses produksi dengan Metode Value Stream Mapping di PT Mandiri Jogja Internasional. Jurnal Cakrawala Ilmiah, 1(10), 2517–2526. https://doi.org/10.53625/jcijurnalcakrawalailmiah.v1i10.2582

Mendes, D. S. F. T., Navas, H. V. G., & Charrua-Santos, F. M. B. (2023). Improving the performance of a conveyor belt through lean philosophy and Industry 4.0. Journal of Quality in Maintenance Engineering, 29(4), 842–862. https://doi.org/10.1108/JQME-09-2022-0055

Misbah, A., Pratikto, P., & Widhiyanuriyawan, D. (2015). Upaya meminimalkan non value added activities produk mebel dengan penerapan metode lean manufacturing. Journal of Engineering and Management Industrial System, 3(1). https://doi.org/10.21776/ub.jemis.2015.003.01.8

Novitasari, R., & Iftadi, I. (2020). Analisis lean manufacturing untuk minimasi waste pada proses door PU. Jurnal INTECH Teknik Industri Universitas Serang Raya, 6(1), 65–74. https://doi.org/10.30656/intech.v6i1.2045

Nucci, F. (2017). Machines set up the reduction in lean manufacturing environment. DEStech Transactions on Engineering and Technology Research. https://doi.org/10.12783/dtetr/icamm2016/7406

Nugraha, G. D. Y., Prayogo, R. C., Syafitri, A. K. N., Berlian, I. N., Pratama, R. J. A., & Widianto, E. D. (2017). Sistem identifikasi beban angkutan barang yang terintegrasi pada jembatan timbang menggunakan kartu RFID. Jurnal Fakultas Teknik, 18(2). https://doi.org/10.30595/techno.v18i2.1958

Omogbai, O., & Salonitis, K. (2016). Manufacturing system lean improvement design using discrete event simulation. Procedia CIRP, 57, 195–200. https://doi.org/10.1016/j.procir.2016.11.034

Poswa, F., Adenuga, O. T., & Mpofu, K. (2022). Productivity improvement using simulated value stream mapping: A case study of the truck manufacturing industry. Processes, 10(9), 1884. https://doi.org/10.3390/pr10091884

Prayudo, A. N., Fathorrahman, F., & Karnawati, T. A. (2020). Analisis Pengaruh masa kerja, upah dan usia terhadap produktivitas tenaga kerja buruh borongan linting rokok di SKT Gebog, PT. Djarum Kudus. Jurnal Ekonomi Manajemen dan Bisnis, 1(1), 1–10. https://doi.org/10.32815/jubis.v1i1.311

Ratnani, S., & Malik, S. (2022). Therapeutic properties of green tea: A review. Journal of Multidisciplinary Applied Natural Science, 2(2), 90–102. https://doi.org/10.47352/jmans.2774-3047.117

Salwin, M., Jacyna-Gołda, I., Bańka, M., Varanchuk, D., & Gavina, A. (2021). Using Value Stream Mapping to eliminate waste: A case study of a steel pipe manufacturer. Energies, 14(12), 3527. https://doi.org/10.3390/en14123527

Satria, T., & Yuliawati, E. (2018). Perancangan lean manufacturing dengan menggunakan Waste Assessment Model (WAM) dan VALSAT untuk meminimumkan waste (Studi Kasus: PT. XYZ). Jurnal Rekayasa Sistem Industri, 7(1), 55. https://doi.org/10.26593/jrsi.v7i1.2828.55-63

Shou, W., Wang, J., Wu, P., & Wang, X. (2020). Value adding and non-value adding activities in turnaround maintenance process: classification, validation, and benefits. Production Planning & Control, 31(1), 60–77. https://doi.org/10.1080/09537287.2019.1629038

Srihastuti, E., Agustin, B. H., & Suntoro, R. C. (2023). Analisis perhitungan pajak penghasilan orang pribadi atas wajib pajak penerima upah harian dan upah borongan sesuai dengan ketentuan Undang – Undang Harmonisasi Peraturan Perpajakan (HPP). JURA : Jurnal Riset Akutansi, 1(4), 80–87. https://doi.org/10.54066/jura-itb.v1i4.840

Ulfah, M., Trenggonowati, D. L., Lean, P., & Sigma, S. I. X. (2023). Minimizing seven wastes 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

Wurjaningrum, F., Shafak, C.A., 2022. How does the value stream mapping method identify waste and improve the coffee bean production process of a café?. Journal Of Theoretical And Applied Management, 15 (3),362 – 375 https://doi.org/10.20473/jmtt.v15i3.40440

Yang, M. M., Yang, F., Cui, T., & Cheng, Y.-C. (2019). Analysing the dynamics of mental models using causal loop diagrams. Australian Journal of Management, 44(3), 495–512. https://doi.org/10.1177/0312896218823831

Zhang, X., Zhu, X., & Wang, R. (2024). Simulation and identification of multiscale falling morphology of fresh tea leaves at different transport speeds based on discrete element method. HortScience, 59(2), 167–172. https://doi.org/10.21273/HORTSCI17548-23

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Published

2024-06-06

How to Cite

Purnomo, B. H., Suryaningrat, I. B., & Rachman, I. A. (2024). Improving efficiency in green tea production time using lean manufacturing approach with value stream mapping: A case study at PT Candi Loka [Perbaikan efisiensi waktu produksi teh hijau menggunakan pendekatan produksi ramping dengan value stream mapping: Studi kasus di PT Candi Loka]. Jurnal Teknologi &Amp; Industri Hasil Pertanian, 29(2), 132–143. https://doi.org/10.23960/jtihp.v29i2.132-143