Lean Manufacturing Analysis Using Waste Assessment Model (WAM) and Root Cause Analysis (RCA) Methods
Abstract
The rapid development of science and technology in the industrial world, causing competition between industries to be tighter. This makes the industry to increase productivity both in terms of process and results. Waste is a big problem in the industrial world. One of them occurred in a tissue industry in East Java. Where the production of towel wipes is one of the largest produced production items. The observations made identified 32 types of waste categorized into seven waste. Waste Assessment Model (WAM) is a suitable method to identify critical waste that occurs, Value Stream Mapping for mapping, Root Cause Analysis to find the root cause of problems, and 5W1H to reinforce problems and provide suggestions for improvement. The calculation and analysis results of the Waste Assessment Model (WAM) method obtained the largest amount of critical waste, namely defects by 20.31%, by 18.59%, and Motion by 15.30%. The root cause of the problem that occurs is the condition of the engine in a state that is not optimal age and lack of maintenance, the absence of SOPs that regulate how to maintain the appropriate order, human errors in the rewinder engine setup, and the need for engine upgrades. So that some recommendations for improvements that can be made are starting from the development of SOPs, training and monitoring, upgrading various facilities, and machine automation. The results of Value Stream Mapping (VSM) showed that the Value Cycle Efficiency (PCE) after improvement increased from 45.26 to 64.38%. This shows the success of improvement recommendations in resolving various wastes and increasing the efficiency of existing processes.
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Aprina, B. (2019). Overall Resource Effectiveness Analysis to Improve Competitiveness and Operational Excellence. JITMI (Scientific Journal of Industrial Engineering and Management), 2(1), 1. https://doi.org/10.32493/jitmi.v2i1.y2019.p1-10
Edi Prasetyo, E. S., & Hernawati, T. (2023). Application of Lean Manufacturing to Reduce Waste in Tank Paint with WRM and WAQ Methods. Journal of Industrial Manufacturing, 8(1), 27. https://doi.org/10.31000/jim.v8i1.8082
Haekal, J. (2022). Integration of Lean Manufacturing and Promodel Simulation on Repair Production Process Flow of Polysilane Bottle Printing Using VSM , WAM , VALSAT , And RCA Methods : Case Study Packaging Manufacturing Company. International Journal of Scientific Advances, 3(2), 235–243. https://doi.org/10.51542/ijscia.v3i2.15
Hafiz, A. A. (2019). Waste Analysis on Effervescent Tablet Production Stream with Value Stream Mapping Tool at PT XYZ (Case Study: PT . XYZ ). Industrial Engineering Journal, 8(1), 1–9.
Kuncoro, A. (2023). Proposed application of lean manufacturing to reduce waste in the production department using the Waste Assessment Model (WAM) and Failure Mode and Effect Analysis (FMEA) methods [Sultan Agung Islamic University]. In Sultan Agung Islamic University. https://www.ncbi.nlm.nih.gov/books/NBK558907/
Kurniawan, E. B., & Hariastuti, P. L. N. (2020). Implementation of Lean Manufacturing in the Production Process to Reduce Waste to be More Effective and Efficient. Journal of SENOPATI, 1(2), 85–95.
Komariah, I. (2022). The application of lean manufacturing to identify waste in wok production using Value Stream Mapping (Vsm) at the Primajaya Industrial Aluminum Company in Ciamis. Journal of Media Technology, 8(2), 109–118. https://doi.org/10.25157/jmt.v8i2.2668
Krisnanti, E. D., & Garside, A. K. (2022). Application of Lean Manufacturing to Minimize Box Printing Waste. Journal of INTECH Industrial Engineering, Serang Raya University, 8(2), 99–108. https://doi.org/10.30656/intech.v8i2.4780
Maulana, A. (2023). Hospital as Learning Organization, Dynamics & Applications. Stiletto Book.
Mayang, V., Permata, L., & Mulyono, H. J. (2022). Identify Waste in the Nail Production Process Using the Waste Assessment Model Method. Bulletin of the Profession of Engineers, 5(1), 1–8. https://doi.org/http://dx.doi.org/10.20527/bpi.v5i1.122
Naufal, A. F., & Rosyada, Z. F. (2023). Identification of waste with waste assessment model ( WAM) in the application of lean manufacturing to improve the water treatment production process (Case Study: Wonotunggal Perumda Water Purification Plant Unit Batang Regency). Industrial Engineering Online Journal, 12(3).
Nurlaila, Q., Putri, N. T., & Amrina, E. (2023). Review of Lean Manufacturing: 4M Production Factors and QCD Aspects. Journal of Industrial Systems and Engineering Research and Applications (PASTI), 17(3), 281–295.
Novitasari, R., & Iftadi, I. (2020). Lean Manufacturing Analysis for Waste Minimization in the PU Door Process. Journal of INTECH Industrial Engineering, Serang Raya University, 6(1), 65–74. https://doi.org/10.30656/intech.v6i1.2045
Rahmawan, Y. (2021). The effect of capital structure, liquidity, and company size on profitability in manufacturing companies listed on the IDX for the period 2015 – 2019 [Universitas Mercu Buana Yogyakarta.]. In E-Prints Universitas Mercu Buana Yogyakarta. http://eprints.mercubuana-yogya.ac.id/id/eprint/12498
Ramdani, W. (2021). Lean Manufacturing Analysis Using Value Stream Mapping (VSM) Method to Minimize Waste on CV. Karya Cipta Lestari. In Medan Area University. https://repositori.uma.ac.id/handle/123456789/15565
Satria, T., & Yuliawati, E. (2018). Lean Manufacturing Design Using Waste Assessment Model (WAM) and VALSAT to Minimize Waste (Case Study: PT. XYZ ). Journal of Industrial Systems Engineering, 7(1), 55–63. https://doi.org/http://dx.doi.org/10.26593/jrsi.v7i1.2828.55-63
Sinta, D., Azizah, F. N., & Nugraha, B. (2021). Analysis of the Effect of Refiner Time on Tissue Quality (Case Study at PT Pindo Deli Pulp and Paper Mills 2). Space: Scientific Journal of Technology, 13(1), 27–36. https://doi.org/10.28989/angkasa.v13i1.916
Sinuraya, F. (2021). Waste Minimization Proposal Using Dmaic Method at Yanto Pottery [Atma Jaya University Yogyakarta Yogyakarta]. In UAJY Library's. http://e-journal.uajy.ac.id/id/eprint/26096
Suhardi, B., Hermas Putri K.S, M., & Jauhari, W. A. (2020). Implementation of value stream mapping to reduce waste in a textile products industry. Cogent Engineering, 7(1). https://doi.org/10.1080/23311916.2020.1842148
Syafira, A. D. (2019). Lean Manufacturing Analysis to Reduce Waste at Pekanbaru Rotte Store [Sultan Syarif Kasim Riau University]. https://repository.uin-suska.ac.id/id/eprint/25569
DOI
https://doi.org/10.21107/rekayasa.v17i2.25657Metrics
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