Optimización de estaciones de trabajo de un almacén del sector Textil del Estado de Hidalgo

Omar Guerrero-Estrada; Gustavo Erick Anaya-Fuentes; Oscar Montaño-Arango; José Ramón Corona-Armenta; Sergio Blas Ramírez-Reyna

doi:10.29057/icbi.v11iEspecial3.11473

Omar Guerrero-Estrada Universidad Autónoma del Estado de Hidalgo https://orcid.org/0009-0007-7548-6323
Gustavo Erick Anaya-Fuentes Universidad Autónoma del Estado de Hidalgo https://orcid.org/0000-0002-3708-6763
Oscar Montaño-Arango Universidad Autónoma del Estado de Hidalgo https://orcid.org/0000-0002-4093-2529
José Ramón Corona-Armenta Universidad Autónoma del Estado de Hidalgo https://orcid.org/0000-0001-7157-1634
Sergio Blas Ramírez-Reyna Universidad Autónoma del Estado de Hidalgo https://orcid.org/0000-0003-0827-7074

DOI: https://doi.org/10.29057/icbi.v11iEspecial3.11473

Keywords: optimization, assembly line balancing, workstations, heuristics

Abstract

The balancing problem of assembly lines presents a diversity of modalities and types depending on the conditions in the organizations and the problem to be solved; Being considered as an NP problem, its solution presents computational complexity limitations; therefore, the exact methods are not feasible due to the need of organizations to find solutions in a reasonably short time, for which heuristic methods are used. In this document, a local search heuristic is proposed to minimize the number of workstations in the warehouse of a textile company in the Hidalgo State based on sampling and determination of the probability distributions to which the activities of the process are adjusted. that is, considering stochastic times. The results demonstrate the efficiency of the proposed algorithm by reducing the number of workstations in the warehouse of a company in the textile sector.

Downloads

Download data is not yet available.

References

Abu Baka, N., Fadzli Raml, M., Zakimi Zakaria, M., Chan Sin, T., & Masran, H. (2020). Solving assembly line balancing problem using heuristic: a case study of power transformer in electrical industry. Indonesian Journal of Electrical and Computer Science, 2502-4752.

Agarwal, R., Bagul, D., Agey, C., & Ayare, P. (2019). Basic Study of Assembly Line Balancing. International Research Journal of Engineering and Technology, 2627-2630.

Budi Rochayata, K. S., & Widodasih, W. K. (2023). Analysis ofTheLine Balancing Assembly Implementation to Increase Productivity. Indonesian Journal of Business Analytics , 827-836.

Can, E., & Öner, A. (2021). Analysis and balancing of assembly line in a machine molding factory. International Advanced Researches and Engineering Journal, 87-96.

Castellucci, P. B., & Costa, A. M. (2015). A NEW LOOK AT THE BOWL PHENOMENON. Pesquisa Operacional, 57-72.

Fathi, M., Machado Martins Fontes, D. B., Urenda Moris, M., & Ghobakhloo, M. (2018). Assembly line balancing problem: a comparative evaluation of heuristics and a computational assessment of objectives. Journal of Modelling in Management, 1-21.

Fathi, M., Nourmohammadi, A., Syberfeldt, H., & Eskandari, A. (2020). An improved genetic algorithm with variable neighborhood search to solve the assembly line balancing problem. Engineering computations, 501-521.

Gu, L., Hennequin, S., Sava, A., & Xie, X. (2007). Assembly Line Balancing Problems Solved by Estimation of Distribution. IEEE International Conference on Automation Science and Engineering, 123-127.

Jirasirilerd, G., Pitakaso, R., Sethanan, K., Kaewman, S., Sirirak, W., & Kosacka-Olejnik, M. (2020). Simple Assembly Line Balancing Problem Type 2 By Variable Neighborhood Strategy Adaptive Search: A Case Study Garment Industry. Journal of Open Innovation: Technology, Market and Complexity.

Kamarudin, N. H., & Rashid, A. (2017). Modelling of Simple Assembly Line Balancing Problem Type 1 (SALBP-1) with Machine and Worker Constraints. International PostGraduate Conference on Applied Science & Physics, 1-10.

Kamarudin, N. H., & Rashid, M. F. (2018). Modelling of Simple Assembly Line Balancing Problem Type 1 (SALBP-1) with Machine and Worker Constraints. International PostGraduate Conference on Applied Science & Physics, 1-10. Obtenido de https://iopscience.iop.org/article/10.1088/1742-6596/1049/1/012037/pdf

Karatepe Mumcu, Y. (2022). Application of Heuristic Assembly Line Balancing Methods to Lighting Automation Industry. European Journal of Technique, 204-208.

Matondang, M. Z., & Jambak, M. I. (2010). Soft Computing in Optimizing Assembly Lines Balancing. Journal of Computer Science, 141-162.

Mazouzi, M., Belassiria, I., ELfezazi, S., Cherraﬁ, A., & ELMaskaoui, Z. (2018). An integrated model for assembly line re-balancing problem. International Journal of Production Research, 5324-5344.

Muhammad, M., Rashid, A., Fadzil, M., & Muhamad, R. (2017). A review of two-sided assembly line balancing problem. The International Journal of Advanced Manufacturing Technology, 1-34.

Orejuela-Cabrera, J. P., & Flórez-González, A. (2019). Balanceo de líneas de producción en la industria farmacéutica mediante Programación por metas. INGE CUC, 109-122.

Peng , J., Liu, X., & Xu, Z. (2017). A Novel Approach for the Assembly Line Balancing Problem through In-tegration of Genetic Algorithm and Simulation Analysis. Recent Patents on Engineering.

Peña-Orozco, D. L., & Jiménez-Gómez, J. L. (28 de septiembre de 2019). Problema de balanceo de una línea del tipo SALBP: caso de una línea de confección de prendas. Revista Logos, Ciencia & Tecnología, 11(2), 176-196. Obtenido de http://dx.doi.org/10.22335/rlct.v11i2.866

Peña-Orozco, D. L., Neira-García, Á. M., & Ruiz-Grisales, R. A. (2016). Aplicación de técnicas de balanceo de línea para equilibrar las cargas de trabajo en el área de almacenaje de una bodega de almacenamiento. Scientia et Technica, 239-247.

Rubiano-Ovalle, Ó., & Arroyo-Almanza, A. (2009). Solución de un problema de balanceo de línea de ensamble serial de dos lados utilizando algoritmos meméticos. Ing. Univ., 267-280.

Xu, S., Mahadi Shavarani, S., Ghadiri Nejad, M., Vizvari, B., & Toghraie, D. (2023). A novel competitive exact approach to solve assembly line balancing problems based on lexicographic order of vectors. Heliyon, 1-12.

Yu-Hsin Chen, G., Ping-Shun, C., Jr-Fong, D., Sung-Lien, K., & Li-Jen, C. (2021). Applying Meta-Heuristics Algorithm to Solve Assembly Line Balancing Problem with Labor Skill Level in Garment Industry. International Journal of Computational Intelligence Systems, 1438-1450.

Zakaraia, M., Zaher, H., & Ragaa, N. (2021). Solving Stochastic Multi-Manned U-shaped Assembly Line Balancing Problem Using Differential Evolution Algorithm. International Journal of Production Management and Engineering, 13-22.

Zamzam, N., & Elakkad, A. (2021). Time and space multi-manned assembly line balancing problem using genetic algorithm. Journal of Industrial Engineering and Management, 733-749.

Zhang, H.-y. (2023). An immune genetic algorithm for simple assembly line balancing problem of type 1. Assembly Automation, 113-123.