PENERAPAN TEKNOLOGI INDUSTRI 4.0 DALAM LEAN WAREHOUSING: LITERATURE REVIEW

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Nadia Angelina Putri Pangestu
Joniarto Parung
Eric Wibisono

Abstrak

Warehouse plays a crucial role in the supply chain by linking material flows between suppliers and customers, and also matching demand with product availability. Operational disruptions in warehouse can lead to decreased customer satisfaction, necessitating effective and efficient warehouse operations. Lean principles, including lean warehousing, are often used to achieve this. Additionally, increasing supply chain complexity makes companies vulnerable to costly errors, leading to broader adoption of industry 4.0 technologies. Various studies have begun integrating industry 4.0 technologies into lean warehousing practices. However, literature reviews on integrating industry 4.0 with lean principles tend to focus on manufacturing area. This study aims to review researches on the application of industry 4.0 technologies in lean warehousing through a literature review. The findings of the literature review indicate that autonomous robots, simulation, horizontal and vertical system integration, and the industrial internet of things are industry 4.0 pillars that are widely applied alongside lean warehousing methodologies and tools. Most studies analyze overall warehouse processes, while others focus on specific processes within the warehouse. Overall, the use of industry 4.0 technologies in lean warehousing leads to significant positive impacts, including increased efficiency and productivity. Further studies are needed to understand how lean warehousing can serve as a foundation for implementing industry 4.0 technologies and to address the issues and challenges in their concurrent application.

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Referensi

A. Ramaa, K.N. Subramanya, and T.M. Rangaswamy, “Impact of warehouse management system in a supply chain,” International Journal of Computer Applications, vol. 54, no. 1, pp. 14–20, 2012.

Y.A. Nugroho and K.P.A. Pranata, “Penataan layout gudang penyimpanan consumer goods menggunakan metode shared storage,” Jurnal Cakrawala Ilmiah, vol. 1, no. 4, pp. 597–604, 2021. [3] N.B. Puspitasari and A.Y. Ardila, “Implementation of lean warehouse to minimize wastes in finished goods warehouse of PT Charoen Pokphand Indonesia Semarang,” ComTech:Computer, Mathematics and Engineering Applications, vol. 7, no. 1, pp. 1-9, 2016, doi: 10.21512/comtech.v7i1.2185.

E.H. Frazelle, World-Class Warehousing and Material Handling, McGraw-Hill Education, 2016.

S.W.Y. Cheng, K.L. Choy, and H.Y. Lam, “A workflow decision support system for achieving customer satisfaction in warehouses serving machinery industry,” IFAC-PapersOnLine, vol. 48, no. 3, pp. 1714–1719, 2015, doi: 10.1016/j.ifacol.2015.06.333.

T. Phupattarakit and P. Chutima, “Warehouse management improvement for a textile manufacturer,” 2019 IEEE 6th International Conference on Industrial Engineering and Applications (ICIEA), pp. 235–239, 2019, doi: 10.1109/IEA.2019.8714853.

Y. Prasetyawan, A.K. Simanjuntak, N. Rifqy, and L. Auliya, “Implementation of lean warehousing to improve warehouse performance of plastic packaging company,” IOP Conference Series: Materials Science and Engineering, vol. 852, no. 1, 2020, doi: 10.1088/1757-899X/852/1/012101.

K.A. Bonilla-Ramirez, P. Marcos-Palacios, J.C. Quiroz-Flores, E.D. Ramos-Palomino, and J.C. Alvarez-Merino, “Implementation of lean warehousing to reduce the level of returns in a distribution company,” 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 886–890, 2019, doi: 10.1109/IEEM44572.2019.8978755.

M.M. Hossain and G. Purdy, “Integration of industry 4.0 into lean production systems: a systematic literature review,” Manufacturing Letters, vol. 35, pp. 1347–1357, 2023, doi: 10.1016/j.mfglet.2023.08.098.

Y. Prasetyawan and N.G. Ibrahim, “Warehouse improvement evaluation using lean warehousing approach and linear programming,” IOP Conference Series: Materials Science and Engineering, vol. 847, no. 1, 2020, doi: 10.1088/1757-899X/847/1/012033.

V. Gaspersz and A. Fontana, Lean Six Sigma for Manufacturing and Service Industries, Bogor: Vinchristo Publication, 2011.

K.B. Ackerman, Lean Warehousing, Ackerman Publications, USA, 2007.

R. Martins, M.T. Pereira, L.P. Ferreira, J.C. Sá, and F.J.G. Silva, “Warehouse operations logistics improvement in a cork stopper factory,” Procedia Manuf., vol. 51, pp. 1723–1729, 2020, doi: 10.1016/j.promfg.2020.10.240.

M. Mamad, N. Mouyouh, and J. Aboulhaoua, “Warehousing process improvement through implementation of lean: a case studies of optimizing and reorganizing two warehouses in Morocco,” Revue Marocaine de Management, Logistique et Transp., vol. 2, no. 2, pp. 73–90, 2017.

A.C. Cagliano, S. Grimaldi, and M. Schenone, “Proposing a new framework for lean warehousing: First experimental validations,” Proceedings of the XXIII Summer School “Francesco Turco”–Industrial Systems Engineering, pp. 156–163, 2018.

M. Perez-Morante, T. Donoso-Muñoz, E. Altamirano, and C. Del Carpio, “Model focused on increasing picking efficiency through lean and cycle counting,” Proceedings of the 7th International Conference on Industrial and Business Engineering, pp. 32–37, 2021, doi: 10.1145/3494583.3494589.

T. Wagner, C. Herrmann, and S. Thiede, “Industry 4.0 impacts on lean production systems,” Procedia CIRP, vol. 63, pp. 125–131, 2017, doi: 10.1016/j.procir.2017.02.041.

M.P. Ciano, P. Dallasega, G. Orzes, and T. Rossi, “One-to-one relationships between industry 4.0 technologies and lean production techniques: a multiple case study,” International Journal of Production Research, vol. 59, no. 5, pp. 1386–1410, 2021, doi: 10.1080/00207543.2020.1821119.

L.N. Tikwayo and T.N.D. Mathaba, “Applications of industry 4.0 technologies in warehouse management: a systematic literature review, ”Logistics, vol. 7, no. 2, pp. 1–19, 2023, doi: 10.3390/logistics7020024.

D. Kolberg and D. Zühlke, “Lean automation enabled by industry 4.0 technologies, “ IFAC-PapersOnLine, vol. 48, no. 3, pp. 1870-1875, 2015.

D. Powell, D. Romero, P. Gaiardelli, C. Cimini, and S. Cavalieri, “Towards digital lean cyber-physical production systems: industry 4.0 technologies as enablers of leaner production,” IFIP Adv. Inf. Commun. Technol., vol. 536, pp. 353–362, 2018, doi: 10.1007/978-3-319-99707-0_44.

T. Ito, M.S. Abd Rahman, E. Mohamad, A.A. Abd Rahman, and M.R. Salleh, “Internet of things and simulation approach for decision support system in lean manufacturing,” Journal of Advanced Mechanical Design, Systems, and Manufacturing, vol. 14, no. 2, pp. 1–12, 2020, doi: 10.1299/jamdsm.2020jamdsm0027.

V. Taghavi and Y. Beauregard, “The relationship between lean and industry 4.0: literature review,” Proceedings of the 5th North American Conference on Industrial Engineering and Operations Management, pp. 808–820, 2020.

M. Mahdavisharif, A.C. Cagliano, and C. Rafele, “Investigating the integration of industry 4.0 and lean principles on supply chain: a multi-perspective systematic literature review,” Applie Sciences, vol. 12, no. 2, 2022, doi: 10.3390/app12020586.

I. Nevliudov, V. Yevsieiev, O. Klymenko, N. Demska, and M. Vzhesnievskyi, “Evolutions of group management development of mobile robotic platforms in warehousing 4.0.,” Innovative Technologies and Scientific Solutions for Industries, vol. 4, no. 4 (18), pp. 57–64, 2021, doi: 10.30837/itssi.2021.18.057.

Y.E. Kihel, A.E. Kihel, S. Embarki, "Optimization of the sustainable distribution supply chain using the lean value stream mapping 4.0 tool: a case study of the automotive wiring industry," Processes, vol. 10, no. 9, 2022.

F.Z. Ben Moussa, R. De Guio, S. Dubois, I. Rasovska, and R. Benmoussa, “Study of an innovative method based on complementarity between ARIZ, lean management and discrete event simulation for solving warehousing problems,” Computers & Industrial Engineering, vol. 132, pp. 124–140, 2019, doi: 10.1016/j.cie.2019.04.024.

H. Suciadi and D. Ishak, "Analysis of loading time improvement on finished product warehouse using lean six sigma and discrete event simulation," Proceedings of the 4th Asia Pacific Conference on Research in Industrial and Systems Engineering, pp. 207–214, 2021, doi: 10.1145/3468013.3468333.

J. Coronel-Vasquez, D. Huamani-Lara, A. Flores-Perez, M. Collao-Diaz, and J. Quiroz-Flores, “Logistics management model to reduce non-conforming orders through lean warehouse and JIT: a case of study in textile SMEs in Peru,” Proceedings of the 2022 9th International Conference on Industrial Engineering and Applications, pp. 19–24, 2022, doi: 10.1145/3523132.3523136.

S.C. Espino-Sanchez, A.X. Vasquez-Ortiz, and J.C. Quiroz-Flores, “Increased inventory turnover through a lean warehousing management model in SMEs suppliers to the food industry,” 8th International Engineering, Sciences and Technology Conference (IESTEC), pp. 25–31, 2022, doi: 10.1109/IESTEC54539.2022.00013.

S. Abdoli, “Digital twin and value stream mapping of warehousing in era of industry 4.0,” Proceedings of the Conference on Production Systems and Logistics, pp. 823–832, 2023, doi: 10.15488/13501.

A.Z. Abideen, “An integration of lean and digital twin simulation modelling for warehouse material handling and optimization,” 14th Annual International Conference of Industrial Engineering and Operations Management, 2024, doi: 10.46254/AN14.20240651.

A. Vukićević, M. Mladineo, N. Banduka, and I. Mačužić, “A smart warehouse 4.0 approach for the pallet management using machine vision and Internet of things (IoT): a real industrial case study,” Advances in Production Engineering & Management, vol. 16, no. 3, pp. 297–306, 2021, doi: 10.14743/apem2021.3.401.

L. Ruales and D.A. Silitonga, "Optimizing logistic and warehousing - Maersk Drilling Norge AS," Master's thesis, University of Stavanger, Norway, 2019.

H. Bashir, S. Haridy, M. Shamsuzzaman, and I. Alsyouf, "Lean warehousing: a case study in a retail hypermarket," IEOM Society International, pp. 1599-1607, 2020. [36] P. Rungruengkultorn, “Warehouse processes improvement using lean six sigma and RFID technology,” Master's Thesis, Chulalongkorn University, 2021.

A. Pipatprapa, "QR code on mobile platform for improving order picking process of lean factory warehouse," International Journal of Innovation, Management and Technology, vol. 10, no. 1, pp. 56–60, 2019.

P.G. Abhishek and M. Pratap, "Achieving lean warehousing through value stream mapping," South Asian Journal of Business and Management Cases, vol. 9, no. 3, pp. 387–401, 2020.

D. Perkumienė, K. Ratautaitė, and R. Pranskūnienė, “Innovative solutions and challenges for the improvement of storage processes,” Sustain., vol. 14, no. 17, 2022, doi: 10.3390/su141710616.

D.S. Arief, I. Rasyid, A. Susilawati, Herisiswanto, and A.K. Junaidi, “Spare part warehouse system management at Jaya Utama Muda store using a computer based with Kanban barcode method,” AIP Conference Proceedings, vol. 3053, no. 1, 2024.

D. Hrušecká, R. Adla, S. Krayem, and M. Pivnička, “Event-B model for increasing the efficiency of warehouse management,” Polish J. Manag. Stud., vol. 17, no. 2, pp. 63–74, 2018, doi: 10.17512/pjms.2018.17.2.06.

M. Mutua, P. Ngugi, and R. Odhiambo, “Influence of lean warehousing practices on performance of large manufacturing firms in Kenya,” Journal of International Business, Innovation and Strategic Management, vol. 1, no. 8, pp. 41–57, 2018.

M. Bevilacqua, F.E. Ciarapica, and S. Antomarioni, “Lean principles for organizing items in an automated storage and retrieval system: an association rule mining – based approach,” Management and Production Engineering Review., vol. 10, no. 1, pp. 29–36, 2019, doi: 10.24425/mper.2019.128241.

O. Voronova, “Improvement of warehouse logistics based on the introduction of lean manufacturing principles,” Transportation Research Procedia, vol. 63, pp. 919–928, 2022, doi: 10.1016/j.trpro.2022.06.090.

M. Dotoli, N. Epicoco, M. Falagario, N. Costantino, and B. Turchiano, “An integrated approach for warehouse analysis and optimization: a case study,” Comput. Ind., vol. 70, pp. 56–69, 2015, doi: 10.1016/j.compind.2014.12.004. [46] N. Goyal and M.A. Sharma, "Impact of warehouse management system in a supply chain," International Journal of Development Studies, vol. 8, pp. 38–45, 2016.

D.A. de Jesus Pacheco, D. Møller Clausen, and J. Bumann, “A multi-method approach for reducing operational wastes in distribution warehouses,” International Journal of Production Economics, vol. 256, 2023, doi: 10.1016/j.ijpe.2022.108705.

E. Chumpitaz-Martínez, A. Sanchez-Sotelo, and C. León-Chavarri, “Implementation of engineering techniques for reducing waste in Warehousing: A case study in a Peruvian food company,” Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology, pp. 1–8, 2022, doi: 10.18687/LEIRD2022.1.1.214.

D. León-Vélez and D. Lynette, "Design and implementation of a warehouse management system," Manufacturing Competitiveness, 2023.

D. Mourtzis, V. Samothrakis, V. Zogopoulos, and E. Vlachou, “Warehouse design and operation using augmented reality technology: a papermaking industry case study,” Procedia CIRP, vol. 79, pp. 574–579, 2019, doi: 10.1016/j.procir.2019.02.097.