Model Jaringan Distribusi Produk dengan Pendekatan Fuzzy Multi Objective Programming

Suci Oktri Viarani M; Henmaidi Henmaidi; Alexie Herryandie Bronto Adi

doi:10.25077/josi.v17.n1.p1-15.2018

Suci Oktri Viarani M

Andalas University

Henmaidi Henmaidi

Universitas Andalas

Alexie Herryandie Bronto Adi

Universitas Andalas

Keywords

Abstract

PT. Semen Padang is one of the cement producers competing to meet the needs of the cement. To that end, PT. Semen Padang must ensure the availability of cement on time, quantity, location and at competitive rates. One way to achieve this by optimizing the distribution system because it will be able to maximize sales and increase corporate profits. In this research, the distribution network planning model of PT. Semen Padang considering the cost of transportation, facility capacity, time, and uncertain demand. This model aims to minimize the total cost of product distribution and cost of opening the buffer warehouse and Packing Plant and maximize responsiveness to customers considering the uncertain parameters by using Fuzzy Multi-Objective Programming method. Based on the results of the research, had obtained the product distribution network planning model by using the fuzzy multi-objective programming method with the output is the opening of Packing Plant and buffer warehouse and the amount of product delivery to the final consumer with minimum cost and time of distribution. Search solution or output model assisted with Software Lingo 17.0. The designed model is able to explain the change of output if there are any changes in parameters covering demand between marketing areas, transportation costs between marketing areas and vehicle speed in transporting products from the last distribution center to the marketing area. The model can be implemented in the distribution network planning of PT. Semen Padang by using data in accordance with the conditions in the field.

Downloads

Download data is not yet available.

References

[1] Asosiasi Semen Indonesia. Presentasi Perkembangan Industri Semen di Indonesia. Bali, 2015.

[2] R. Syukria. “Evaluasi Lokasi Gudang Penyangga Distribusi Semen Jalur Darat PT Semen Padang”. Tugas Akhir, Universitas Andalas, 2011.

[3] Djuwansyah, L. Hafizah, Y. Betty, and I Nyoman W. A. “Mengukur Kesiapan Industri Nasional Jelang AEC 2015”. Media Industri, No. 02-2013, pp. 7, 2013.

[4] S. J. Hosseininezhad, S. J. Mohammad, and G. J. N. Seyed. “A Fuzzy Algorithm for Continuous Capacitated Location Allocation Model with Risk Consideration”. Journal of Appl. Math. Model. vol. 38, no. 3, pp. 983–1000, 2014. https://doi.org/10.1016/j.apm.2013.07.006

[5] L. Cooper. “Location-allocation problems”. Operations Research, vol. 11, no. 3, pp. 331–343, 1963. https://doi.org/10.1287/opre.11.3.331

[6] M. D. Akbar, A. Rahman, and C. F. M. Tantrika. “Optimalisasi Aliran Distribusi Dan Alokasi Material Dengan Metode Linear Programming (Studi Kasus: PT PLN (PERSERO) APJ Distribusi Malang)”. Universitas Brawijaya, 2013.

[7] N. Ariyana. “Model Lokasi-Alokasi Bantuan Logistik Catastrophic Berbasis Masjid di Kota Padang”. Tugas Akhir. Universitas Andalas, 2012.

[8] Yuniaristanto, W. Sutopo, and A. Aisyati. ”Pemodelan Lokasi-Alokasi Terminal Bahan Baku untuk Meminimasi Total Biaya Rantai Pasok pada Industri Produk Jadi Rotan”. Jurnal Teknik Industri, vol. 12, no. 1, pp. 17-24, 2010.

[9] H. Sulistyowati, A. Rusdiansyah, and N.I. Arvitrida.”Model Jaringan Distribusi Multi Eselon untuk Produk Multi Item PT Gold Coin Surabaya”. Institut Teknologi Sepuluh Nopember (ITS), Surabaya, 2010.

[10] I. Masudin. ”Facility Location Modeling in Multi-Echelon Distribution System: A Case Study of Indonesian Liquefied Petroleum Gas Supply Chain”. Aceh International Journal of Science and Technology, vol. 2, no. 1, pp. 37-43, 2013.

[11] S. M. Arabzad, M. Ghorbani, and S. H. Zolfani. “A Multi-Objective Robust Optimization Model for a Facility Location-Allocation Problem in a Supply Chain under Uncertainty”. Journal of Inzinerine Ekonomika-Engineering Economics, vol. 26, no. 3, pp. 227–238, 2015.

[12] Marimin and R. A. Hadiguna. “Alokasi Pasokan Berdasarkan Produk Unggulan Untuk Rantai Pasok Sayuran Segar”. Jurnal Teknik Industri, vol. 9, no. 2, pp. 85-101, 2007.

[13] M. S. Pishvaee and J. Razmi. ”Environmental Supply Chain Network Design Using Multi-Objective Fuzzy Mathematical Programming”. Journal of Applied Mathematical Modelling, vol. 36, no. 8, pp. 3433–3446, 2012. https://doi.org/10.1016/j.apm.2011.10.007

[14] S. M. Mousavi, B. Vahdani, R. Tavakkoli-Moghaddam, H. Hashemi.”Location of Cross-Docking Centers and Vehicle Routing Scheduling Under Uncertainty: A Fuzzy Possibilistic–Stochastic Programming Model”. Journal of Applied Mathematical Modelling, vol. 38, no. 7-8, pp. 2249–2264, 2014. https://doi.org/10.1016/j.apm.2013.10.029

[15] R. Alikhani and A. Adel. “A Hybrid Fuzzy Satisfying Optimization Model for Sustainable Gas Resources Allocation”. J. Clean. Prod., vol 107, pp. 353-365, 2015. https://doi.org/10.1016/j.jclepro.2015.01.064

[16] M. Talaei, B. F. Moghaddam, M. S. Pishvaee, A. Bozorgi-Amiri, S. Gholamnejad. “A Robust Fuzzy Optimization Model for Carbon-Efficient Closed-Loop Supply Chain Network Design Problem: A Numerical Illustration in Electronics Industry”. J. Clean. Prod. vol. 113, pp. 662-673, 2016. https://doi.org/10.1016/j.jclepro.2015.10.074

[17] A. Mohammed and Q. Wang. “The Fuzzy Multi-Objective Distribution Planner for A Green Meat Supply Chain”. Int. J. Prod. Econ. vol. 184, pp. 47–58, 2017. https://doi.org/10.1016/j.ijpe.2016.11.016

[18] S. Chopra. Supply Chain Management: Strategy, Planning and Operation. New Jersey: Pearson Education Inc, 2010.

[19] I. N. Pujawan. Supply Chain Management. Denpasar: Guna Widya, 2005.

[20] R. H. Ballou. Business Logistics Management. New Jersey: Prentice Hall, 1998.

[21] D. J. Bowersox. Manajemen Logistik: Integasi Sistem-sistem Manajemen Distribusi Fisik dan Manajemen Material Jilid I. Jakarta: Bumi Aksara. Bowersox, Donald. J, David J. Closs. Logistical Management: The Integrated Supply Chain Process. New York: McGraw Hill, 2002.

[22] V. Gaspersz. Production Planning and Inventory Control Berdasarkan Pendekatan Sistem Terintegrasi MRP II dan JIT Menuju Manufakturing 21. Jakarta: Gramedia Pustaka Utama, 2004.

[23] D. Simchi-Levi, P. Kaminsky, E. Simchi-Levi. Designing and Managing the Supply Chain. Boston: McGraw-Hill, 2003.

[24] A. Ristono. Perancangan Fasilitas. Yogyakarta: Graha Ilmu, 2010.

[25] P. Schönsleben. Integral Logistic Management. (Ed. 3). New York: Auerbach Publication, 2007. https://doi.org/10.1201/9781420058642

[26] H. G. Daellenbach. System and Decision Making A Management Science Approach. John Wiley & Son Ltd, USA, 1995.

[27] F. Susilo. Himpunan dan Logika Kabur serta Aplikasinya. Yogyakarta: Graha Ilmu, 2006.

PDF

Published

Apr 27, 2018

https://doi.org/10.25077/josi.v17.n1.p1-15.2018

How to Cite

[1]

S. O. Viarani M, H. Henmaidi, and A. H. Bronto Adi, “Model Jaringan Distribusi Produk dengan Pendekatan Fuzzy Multi Objective Programming”, J. Optimasi Sist. Ind., vol. 17, no. 1, pp. 1–15, Apr. 2018.

Issue

Vol. 17 No. 1 (2018): Published in April 2018

Section

Articles

Authors' Retention of Copyright

Authors retain the copyright of their original work published in Jurnal Optimasi Sistem Industri (JOSI). By submitting their manuscript to the journal, authors grant Jurnal Optimasi Sistem Industri (JOSI) a non-exclusive license to publish the work under the CC BY-NC-SA 4.0 International License. This means that others are permitted to:

Share and adapt the work for non-commercial purposes, provided proper attribution is given to the original authors and source.
Create derivative works based on the original article, as long as the new work is non-commercial and under the same CC BY-NC-SA 4.0 International License.

Non-Commercial Usage

The CC BY-NC-SA 4.0 International License restricts commercial use of the published work and its derivatives. Commercial use includes generating revenue, financial gain, or any form of commercial exploitation. This limitation aims to preserve the scholarly and educational nature of the content.

ShareAlike Requirement

If you remix, adapt, or build upon the work, you must distribute your contributions under the same CC BY-NC-SA 4.0 International License as the original work. This "ShareAlike" requirement ensures that any new works based on the original content adhere to the same non-commercial, share-alike principles.

Usage, Attribution, and Citations

Authors and readers are allowed to:

Share and distribute the published article in any medium or format.
Adapt, remix, transform, and build upon the article for non-commercial purposes.
Provide appropriate attribution to the original authors and the journal.

When using content from Jurnal Optimasi Sistem Industri (JOSI), proper attribution must be provided through citation of the original source and authors.

Copyright Infringement and Ethical Considerations

If you believe that any material published in Jurnal Optimasi Sistem Industri (JOSI) infringes upon your copyright or the copyright of someone you represent, please contact the editorial team promptly. The journal is committed to addressing copyright concerns in accordance with established ethical guidelines set forth by the Committee on Publication Ethics (COPE).

For any questions or inquiries related to copyright and licensing, please contact the editorial team at editor_josi[at]eng.unand.ac.id.

Author Biography