Research Article | Open Access | Download PDF
Volume 74 | Issue 3 | Year 2026 | Article Id. IJETT-V74I3P129 | DOI : https://doi.org/10.14445/22315381/IJETT-V74I3P129Lean-Driven Warehouse Model Integrating Slotting and SLP to Raise Fill Rate in Medical Equipment SMEs
Diego Raul Ibañez-Alvarez, Diego Sebastian Zavaleta-Pachas, Juan Carlos Quiroz-Flores
| Received | Revised | Accepted | Published |
|---|---|---|---|
| 06 Oct 2025 | 31 Jan 2026 | 06 Feb 2026 | 28 Mar 2026 |
Citation :
Diego Raul Ibañez-Alvarez, Diego Sebastian Zavaleta-Pachas, Juan Carlos Quiroz-Flores, "Lean-Driven Warehouse Model Integrating Slotting and SLP to Raise Fill Rate in Medical Equipment SMEs," International Journal of Engineering Trends and Technology (IJETT), vol. 74, no. 3, pp. 442-458, 2026. Crossref, https://doi.org/10.14445/22315381/IJETT-V74I3P129
Abstract
Inefficient warehousing is still a problem for Small and Medium-sized Enterprises (SMEs) in emerging economies, where research on how to improve fill rates is still lacking. This study looks at how to make order fulfillment more reliable in a Peruvian small business that imports medical equipment. We suggest a lean-driven warehouse model that combines Standard Work, multi-criteria ABC Slotting, and Systematic Layout Planning (SLP) and is specifically designed for places with limited resources. We used pilot testing and discrete-event simulation to evaluate the interventions. They led to big improvements: the fill rate went up from 89.02% to 92.70% (+3.68 pp), the total cycle time went down by 25.43%, the picking travel distance went down by 17.81%, and the warehouse occupancy went up by 14.67%. These results show that the proposed approach is both technically workable and practically useful in real warehouse operations. Beyond the efficiency improvements reported, the study adds empirical evidence to the still-limited literature on logistics in SMEs from emerging markets, and it provides a basis for future research on warehouse optimization strategies that can be scaled and sustained over time.
Keywords
Lean Warehousing, Slotting Optimization, Systematic Layout Planning, Fill Rate Improvement, SMEs in Emerging Economies.
References
[1] CEIC Data, Peru Total Imports Growth, 2023. [Online]. Available: https://www.ceicdata.com/en/indicator/peru/total-imports-growth
[2] R.V. Chamorro, Import Report
December 2022, Center for Research on Global Economics and Business - CIEN,
2023. [Online]. Available: https://cien.adexperu.org.pe/informacion-estrategica/reporte-de-importaciones-diciembre-2022/
[3] Peru: Performance of Labor Market
Indicators at the National Level and in 27 Cities - Fourth Quarter 2024,
National Institute of Statistics and Informatics, 2025. [Online]. Available: https://www.gob.pe/institucion/inei/informes-publicaciones/6474256-peru-comportamiento-de-los-indicadores-del-mercado-laboral-a-nivel-nacional-y-27-ciudades-cuarto-trimestre-2024
[4] J. Sreeja, and S. Thasleema, “A Study on the Challenges in
Import and Export Documentation at Global Tide Shipping and Logistics,” International
Research Journal of Modernization in Engineering Technology and Science,
vol. 6, no. 10, pp. 1584-1588, 2024.
[CrossRef] [Publisher Link]
[5] Miftahol Arifin et al., “Application of Good
Logistics Practices to Export-Oriented SMEs Through Export Regulation
Applications,” Journal OPSI, vol. 15, no. 2, pp. 293-302, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Arthit Kittisak, “Challenges and Strategies for
Inventory Management in Small and Medium-Sized Cosmetic Enterprises: A Review,”
International Journal of Information Technology and Computer Science
Applications (IJITCSA), vol. 1, no.
2, pp. 71-77, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Eugenia Babiloni, Ester Guijarro, and Juan R.
Trapero, “Stock Control Analytics: A Data-Driven Approach to Compute the Fill
Rate Considering Undershoots,” Operational Research, vol. 23, no. 1, pp.
1-31, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[8] L.P. Hasindu Shanilka, and C.A. Kavirathna, “Impacts
of Inventory Management Factors on Inventory Performance Measures: The Sri
Lankan Wholesale Sector,” Journal of South Asian Logistics and Transport,
vol. 4, no. 2, pp. 109-147, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Joanna Bruzda, Babak Abbasi, and Tomasz Urbańczyk,
“Data-Driven Inventory Forecasting in Periodic-Review Inventory Systems
Adjusted with a Fill Rate Requirement,” Decision Sciences, vol. 56, no.
3, pp. 282-296, 2025.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Caroline Morito
Pereira et al., “Evaluation of Lean Practices in Warehouses: An Analysis of
Brazilian Reality,” International Journal of Productivity and Performance
Management, vol. 70, no. 1, pp. 1-20, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[11] Ismail Abushaikha,
Loay Salhieh, and Neil Towers, “Improving Distribution and Business Performance
Through Lean Warehousing,” International Journal of Retail and Distribution
Management, vol. 46, no. 8, pp. 780-800, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Pedro Alexandre
Marques, Diana Jorge, and João Reis, “Using Lean to Improve Operational
Performance in a Retail Store and E-Commerce Service: A Portuguese Case Study,”
Sustainability, vol. 14, no. 10, pp. 1-19, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Adefemi Adeodu et
al., “Development of an Improvement Framework for Warehouse Processes using
Lean Six Sigma (DMAIC) Approach. A Case of Third-Party Logistics (3PL)
Services,” Heliyon, vol. 9, no. 4, pp. 1-19, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[14] W. Fazinga et al.,
“Implementation of Standard Work in the Construction Industry,” Construction
Engineering Journal, vol. 34, no. 3, pp. 288-298, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[15] A.M.M. Gonzales, M.
Alzamora Pachacama, and José Antonio Taquía Gutiérrez, Management Model
based on Lean Warehousing and Lean Logistics to Increase the Level of Service
in SMEs in a Hardware Store, IOS Press Books, vol. 35, pp. 149-160, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Pablo Viveros et
al., “Slotting Optimization Model for a Warehouse with Divisible First-Level
Accommodation Locations,” Applied Sciences, vol. 11, no. 3, pp. 1-30,
2021.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Juan C.
Duque-Jaramillo et al., “Warehouse Management Optimization using a
Sorting-based Slotting Approach,” Journal of Industrial Engineering and
Management, vol. 17, no. 1, pp. 133-150, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Serap Özhan Doğan,
Ahmet Karataş, and Nihat Bulduk, “System Integration with Slotting and ABC
Analysis,” International Journal of Computational and Experimental Science
and Engineering, vol. 10, no. 4, pp. 1766-1769, 2024.
[CrossRef] [Publisher Link]
[19] Vasiliki Kapou et
al., “An Innovative Layout Design and Storage Assignment Method for Manual
Order Picking with Respect to Ergonomic Criteria,” Logistics, vol. 6,
no. 4, pp. 1-21, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Nur Kalim, and
Lukmandono, “Minimizing Material Handling Costs with the SLP Method and
Material Transport Equipment in Steel Pipe Companies,” PROZIMA (Productivity
Optimization and Manufacturing System Engineering), vol. 4, no. 2, pp.
10-16, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Nayandra Agustira
Nugraha, and Endang Pudji Widjajati, “The Analysis of Bottle Warehouse Facility
Layout Design using the System Layout Planning Method (SLP) using Software
Craft in PT.XYZ,” Advance Sustainable Science Engineering and Technology,
vol. 6, no. 3, pp. 1-8, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[22] Sampath Suranjan
Salins et al., “Design of an Improved Layout for a Steel Processing Facility
using SLP and Lean Manufacturing Techniques,” International Journal on
Interactive Design and Manufacturing (IJIDeM), vol. 18, no. 6, pp.
3827-3848, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Ester Guijarro,
Eugenia Babiloni, and Manuel Cardós, “On the Estimation of the Fill Rate for
the Continuous (s, S) Inventory System for the Lost Sales Context,” PLoS ONE,
vol. 17, no. 2, pp. 1-13, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Huwei Liu et al.,
“Performance Analysis of Picking Path Strategies in Chevron Layout Warehouse,” Mathematics,
vol. 10, no. 3, pp. 1-18, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[25] Edith Leon-Enrique
et al., “Improvement Model Applying SLP and 5S to Increase Productivity of the
Storage Process in a SME Automotive Sector in Peru,” 2022 the 3rd
International Conference on Industrial Engineering and Industrial Management,
pp. 219-225, 2022.
[CrossRef] [Google Scholar] [Publisher Link]