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ENVANTER SINIFLANDIRMASI İÇİN YENİ BİR ÇAPRAZ ABC ANALİZ ÖNERİSİ: KUMAŞ DEPOSU ÖRNEK ÇALIŞMASI

Yıl 2024, , 302 - 329, 31.12.2024
https://doi.org/10.46465/endustrimuhendisligi.1512211

Öz

Depo yönetimiyle ilgili en önemli kararlardan biri hammadde veya ürünlerin raflara atanmasıdır. Etkin raf yönetimi, üretimde sürekliliğin ve verimliliğin anahtarıdır. ABC analizi depolarda malzeme sınıflandırmasında en çok tercih edilen yöntemlerden biridir. Bu çalışmada, hammaddelerin raflara atanmasında geleneksel çok kriterli ABC analizi puanlamasına alternatif olarak geliştirilmiş bir çapraz ABC Analizi önerilmektedir. Uygulamayı kolaylaştırmak amacıyla sınıflandırmada tüm kriterlerin dikkate alınması yerine ağırlıkları en yüksek olan ilk iki kriterin dikkate alınması yeni bir yaklaşım olarak önerilmektedir. Bir diğer farklılık ise bu sınıflandırma sonucunda elde edilecek ve matematiksel atama modeli için kullanılacak önem puanlarının belirlenmesindedir. Bu bağlamda, envanter sınıflandırması için karmaşık hesaplamalara gerek duyulmadan, klasik ABC analizine nazaran daha detaylı ve homojen dağılmış bir puanlama yapılabilmesi amaçlanmıştır.

Destekleyen Kurum

Yok

Kaynakça

  • Abdolazimi, O., Shishebori, D., Goodarzian, F., Ghasemi, P., & Appolloni, A. (2021). Designing a new mathematical model based on ABC analysis for inventory control problem: A real case study. RAIRO - Operations Research, 55(4), 2309–2335. Doi: https://doi.org/10.1051/RO/2021104
  • Accorsi, R., Bortolini, M., Gamberi, M., Manzini, R., & Pilati, F. (2017). Multi-objective warehouse building design to optimize the cycle time, total cost, and carbon footprint. The International Journal of Advanced Manufacturing Technology, Springer, 92(1–4), 839–854. Doi: https://link.springer.com/article/10.1007/s00170-017-0157-9
  • Chawla, V., Itika, I., Singh, P., & Singh, S. (2024). A fuzzy Pythagorean TODIM method for sustainable ABC analysis in inventory management. Journal of Future Sustainability, 4, 85–100. Doi : https://doi.org/10.5267/j.jfs.2024.5.003
  • Chen, Y., Li, K., Kilgour, D., & Hipel, K. (2008). A case-based distance model for multiple criteria ABC analysis. Computers & Operations Research, 35(3), 776–796. doi: https://doi.org/10.1016/j.cor.2006.03.024
  • Çolak, M., Keskin, G. A., Günel, G., & Akkaya, D. (2016). Bir cam işletmesinde kimyasal hammadde deposunun etkin yerleşimi için bir model önerisi. Beykent Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, (2), 55–76. Doi:https://dergipark.org.tr/en/pub/bujse/issue/30518/330156
  • Demircioğlu.N., & Özceylan, E. (2021). Bulanık analitik ağ prosesi ve matematiksel model entegrasyonu ile hammaddelerin raflara atanması: gıda sektöründe bir uygulama. Endüstri Mühendisliği Dergisi, 32(2), 321–340. Doi: https://doi.org/10.46465/endustrimuhendisligi.903001
  • Flores, B. E., & Whybark, D. C. (1987). Implementing multiple criteria ABC analysis. Journal of Operations Management, 7(1–2), 79–85. Doi:https://doi.org/10.1016/0272-6963(87)90008-8
  • G Karagiannis. (2021). Partial average cross‐weight evaluation for ABC inventory classification. International Transactions in Operational Research, 28(3), 1526–1549. Doi: https://doi.org/10.1111/itor.12594
  • Gizaw, T., & Jemal, A. (2021). How is information from ABC–VED–FNS matrix analysis used to ımprove operational efficiency of pharmaceuticals ınventory management? A cross-sectional case analysis. Integrated Pharmacy Research and Practice, Volume 10, 65–73. Doi:https://doi.org/10.2147/IPRP.S310716
  • Gong, J., Luo, Y., Qiu, Z., & Wang, X. (2022). Determination of key components in automobile braking systems based on ABC classification and FMECA. Journal of Traffic and Transportat. , 9(1), 69-77. Doi: https://doi.org/10.1016/j.jtte.2019.01.008
  • Gül, G., Erol, B., Öngelen, G., Eser, S., Çeti̇nkaya, Ç., Cenk Özmutlu, H., … Günhan Erhuy, C. (2016). Ambar depolama maksimizasyonu. Endüstri Mühendisliği Dergisi, 10, 26 - 38. Doi: https://dergipark.org.tr/tr/pub/ endustrimuhendisligi/issue/46762/585986
  • Hatefi, S. M., & Torabi, S. A. (2015). A common weight linear optimization approach for multicriteria ABC inventory classification. Advances in Decision Sciences, 2015, 1-11. Doi: https://www.proquest.com/docview/ 1644410233/fulltextPDF/14219F5F71574949PQ/1?accountid=8403&sourcetype=Scholarly%20Journals
  • Heragu, S. S., Du, L., Mantel, R. J., & Schuur, P. C. (2005). Mathematical model for warehouse design and product allocation. International Journal of Production Research, 43(2), 327–338. Doi:https://doi.org/10.1080/00207540412331285841
  • Khanorkar, Y., & Kane, P. V. (2023). Selective inventory classification using ABC classification, multi-criteria decision making techniques, and machine learning techniques. In Materials Today: Proceedings (Vol. 72, pp. 1270–1274). Elsevier. Doi: https://doi.org/10.1016/j.matpr.2022.09.298
  • Kiriş Ş. (2013). Multi-criteria inventory classification by using a fuzzy analytic network process (ANP) approach. Informatica, 24(2), 199–217. Doi: https://content.iospress.com/articles/informatica/inf24-2-03
  • Mbakop, B., & Kevine, A. (2018). The effectiveness of ABC cross analysis on products allocation in the warehouse (Case Study: CHOCOCAM Company Ltd Douala). International Journal of Novel Research in Interdisciplinary Studies, 5, 11–30.
  • Mehdizadeh, M. (2020). Integrating ABC analysis and rough set theory to control the inventories of distributor in the supply chain of auto spare parts. Computers & Industrial Engineering. 139, 1-21, 105673. Doi: https://doi.org/10.1016/j.cie.2019.01.047
  • Mohammed, S. A., & Workneh, B. D. (2020). Critical analysis of pharmaceuticals inventory management using the ABC-VEN matrix in Dessie referral Hospital, Ethiopia. Integrated Pharmacy Research and Practice, Volume 9, 113–125. Doi: https://doi.org/10.2147/IPRP.S265438
  • Ng, W. L. (2007). A simple classifier for multiple criteria ABC analysis. European Journal of Operational Research, 177(1), 344–353. Doi: https://doi.org/10.1016/J.EJOR.2005.11.018
  • Öztürk, Z. K., Özer, E. A., Gülen, Ç., Çiçek, A., & Serttaş, M. D. (2019). Mathematical and heuristic solution approaches for shelf assignment problem in multiple warehouses. Endüstri Mühendisliği Dergisi, 30(1), 63–74. Doi: https://dergipark.org.tr/tr/pub/endustrimuhendisligi/issue/48367/597638
  • Pund, S. B., Kuril, B. M., Hashmi, S. J., Doibale, M. K., & Doifode, S. M. (2016). ABC-VED matrix analysis of Government Medical College, Aurangabad drug store. International Journal of Community Medicine and Public Health, 469–472. Doi: https://dx.doi.org/10.18203/2394-6040.ijcmph20160434
  • Ramanathan, R. (2006). ABC inventory classification with multiple-criteria using weighted linear optimization. Computers & Operations Research, 33(3), 695–700. Doi: https://doi.org/10.1016/J.COR.2004.07.014
  • Roodbergen, K., & Vis, I. (2006). A model for warehouse layout. IIE Transactions (Institute of Industrial Engineers), 38(10), 799–811. Doi: https://doi.org/10.1080/07408170500494566
  • Saaty, T. L. (1988). What is the analytic hierarchy process? In Wiley StatsRef: Statistics Reference Online (Springer B). Wiley. Doi: https://doi.org/10.1002/9781118445112.STAT05310
  • Şahin, Y. B., Ekmekçi, S., & Yürekli, M. (2020). Effective Rack Layout Proposal for Semi-Finished Goods Storage System in a Machinery Factory. EJOSAT, (18), 664–674. Doi: https://doi.org/10.31590/ejosat.686494
  • Šarić, T., Šimunović, K., Pezer, D., & Vjesnik, G. Š.-. (2014). Inventory classification using multi–criteria ABC analysis, neural networks and cluster analysis. Tehnički Vjesnik, 21(5), 1109-1115. Erişim adresi : https://www.webofscience.com/wos/woscc/full-record/WOS:000344737100026
  • Silvestri, A., Falcone, D., Forcina, A., &, & Pacitto, A. (2011). Application of AHP to inventory management and comparison to cross analysis. In International Symposium on the Analytic Hierarchy Process, Honolulu, Hawaii, USA, 1-6.
  • Vidal, P. G. H., Caiado, R. G. G., Scavarda, L. F., Ivson, P., & Garza-Reyes, J. A. (2022). Decision support framework for inventory management combining fuzzy multicriteria methods, genetic algorithm, and artificial neural network. Computers & Industrial Engineering. 174, 1-15, 108777. Doi: https://doi.org/10.1016/j.cie.2022.108777
  • Yılmaz Kaya B. (2022). Minimizing OHS risks with spherical fuzzy sets as a verdict to ınventory management: A case regarding energy companies. Discrete Dynamics in Nature and Society. 2022(1), 1-26, 9511339. Doi: https://doi.org/10.1155/2022/9511339
  • Zhang, Z., Li, K., Guo, X. & Huang J. (2020). A probability approach to multiple criteria ABC analysis with misclassification tolerance. International Journal of Production Economics. 229, 1-12, 107858. Doi: https://doi.org/10.1016/j.ijpe.2020.107858

A NEW CROSS ABC ANALYSIS PROPOSAL FOR INVENTORY CLASSIFICATION: A FABRIC WAREHOUSE CASE STUDY

Yıl 2024, , 302 - 329, 31.12.2024
https://doi.org/10.46465/endustrimuhendisligi.1512211

Öz

One of the most important decisions regarding warehouse management is the assignment of raw materials or products to the shelves. Effective shelf management is the key to continuity and efficiency in production. ABC analysis is one of the most preferred methods for material classification in warehouses. In this study, an enhanced cross-ABC analysis is proposed as an alternative to the traditional multi-criteria ABC analysis scoring for the assignment of raw materials to the shelves. In order to simplify the application, instead of taking into account all the criteria in the classification, it is suggested as a new approach to consider the first two criteria whose weights are the highest. Another difference is in determining the importance scores to be obtained as a result of this classification and used for the mathematical assignment model. This suggestion makes it possible to make a more detailed and homogenous scoring, different from the classical ones.

Kaynakça

  • Abdolazimi, O., Shishebori, D., Goodarzian, F., Ghasemi, P., & Appolloni, A. (2021). Designing a new mathematical model based on ABC analysis for inventory control problem: A real case study. RAIRO - Operations Research, 55(4), 2309–2335. Doi: https://doi.org/10.1051/RO/2021104
  • Accorsi, R., Bortolini, M., Gamberi, M., Manzini, R., & Pilati, F. (2017). Multi-objective warehouse building design to optimize the cycle time, total cost, and carbon footprint. The International Journal of Advanced Manufacturing Technology, Springer, 92(1–4), 839–854. Doi: https://link.springer.com/article/10.1007/s00170-017-0157-9
  • Chawla, V., Itika, I., Singh, P., & Singh, S. (2024). A fuzzy Pythagorean TODIM method for sustainable ABC analysis in inventory management. Journal of Future Sustainability, 4, 85–100. Doi : https://doi.org/10.5267/j.jfs.2024.5.003
  • Chen, Y., Li, K., Kilgour, D., & Hipel, K. (2008). A case-based distance model for multiple criteria ABC analysis. Computers & Operations Research, 35(3), 776–796. doi: https://doi.org/10.1016/j.cor.2006.03.024
  • Çolak, M., Keskin, G. A., Günel, G., & Akkaya, D. (2016). Bir cam işletmesinde kimyasal hammadde deposunun etkin yerleşimi için bir model önerisi. Beykent Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, (2), 55–76. Doi:https://dergipark.org.tr/en/pub/bujse/issue/30518/330156
  • Demircioğlu.N., & Özceylan, E. (2021). Bulanık analitik ağ prosesi ve matematiksel model entegrasyonu ile hammaddelerin raflara atanması: gıda sektöründe bir uygulama. Endüstri Mühendisliği Dergisi, 32(2), 321–340. Doi: https://doi.org/10.46465/endustrimuhendisligi.903001
  • Flores, B. E., & Whybark, D. C. (1987). Implementing multiple criteria ABC analysis. Journal of Operations Management, 7(1–2), 79–85. Doi:https://doi.org/10.1016/0272-6963(87)90008-8
  • G Karagiannis. (2021). Partial average cross‐weight evaluation for ABC inventory classification. International Transactions in Operational Research, 28(3), 1526–1549. Doi: https://doi.org/10.1111/itor.12594
  • Gizaw, T., & Jemal, A. (2021). How is information from ABC–VED–FNS matrix analysis used to ımprove operational efficiency of pharmaceuticals ınventory management? A cross-sectional case analysis. Integrated Pharmacy Research and Practice, Volume 10, 65–73. Doi:https://doi.org/10.2147/IPRP.S310716
  • Gong, J., Luo, Y., Qiu, Z., & Wang, X. (2022). Determination of key components in automobile braking systems based on ABC classification and FMECA. Journal of Traffic and Transportat. , 9(1), 69-77. Doi: https://doi.org/10.1016/j.jtte.2019.01.008
  • Gül, G., Erol, B., Öngelen, G., Eser, S., Çeti̇nkaya, Ç., Cenk Özmutlu, H., … Günhan Erhuy, C. (2016). Ambar depolama maksimizasyonu. Endüstri Mühendisliği Dergisi, 10, 26 - 38. Doi: https://dergipark.org.tr/tr/pub/ endustrimuhendisligi/issue/46762/585986
  • Hatefi, S. M., & Torabi, S. A. (2015). A common weight linear optimization approach for multicriteria ABC inventory classification. Advances in Decision Sciences, 2015, 1-11. Doi: https://www.proquest.com/docview/ 1644410233/fulltextPDF/14219F5F71574949PQ/1?accountid=8403&sourcetype=Scholarly%20Journals
  • Heragu, S. S., Du, L., Mantel, R. J., & Schuur, P. C. (2005). Mathematical model for warehouse design and product allocation. International Journal of Production Research, 43(2), 327–338. Doi:https://doi.org/10.1080/00207540412331285841
  • Khanorkar, Y., & Kane, P. V. (2023). Selective inventory classification using ABC classification, multi-criteria decision making techniques, and machine learning techniques. In Materials Today: Proceedings (Vol. 72, pp. 1270–1274). Elsevier. Doi: https://doi.org/10.1016/j.matpr.2022.09.298
  • Kiriş Ş. (2013). Multi-criteria inventory classification by using a fuzzy analytic network process (ANP) approach. Informatica, 24(2), 199–217. Doi: https://content.iospress.com/articles/informatica/inf24-2-03
  • Mbakop, B., & Kevine, A. (2018). The effectiveness of ABC cross analysis on products allocation in the warehouse (Case Study: CHOCOCAM Company Ltd Douala). International Journal of Novel Research in Interdisciplinary Studies, 5, 11–30.
  • Mehdizadeh, M. (2020). Integrating ABC analysis and rough set theory to control the inventories of distributor in the supply chain of auto spare parts. Computers & Industrial Engineering. 139, 1-21, 105673. Doi: https://doi.org/10.1016/j.cie.2019.01.047
  • Mohammed, S. A., & Workneh, B. D. (2020). Critical analysis of pharmaceuticals inventory management using the ABC-VEN matrix in Dessie referral Hospital, Ethiopia. Integrated Pharmacy Research and Practice, Volume 9, 113–125. Doi: https://doi.org/10.2147/IPRP.S265438
  • Ng, W. L. (2007). A simple classifier for multiple criteria ABC analysis. European Journal of Operational Research, 177(1), 344–353. Doi: https://doi.org/10.1016/J.EJOR.2005.11.018
  • Öztürk, Z. K., Özer, E. A., Gülen, Ç., Çiçek, A., & Serttaş, M. D. (2019). Mathematical and heuristic solution approaches for shelf assignment problem in multiple warehouses. Endüstri Mühendisliği Dergisi, 30(1), 63–74. Doi: https://dergipark.org.tr/tr/pub/endustrimuhendisligi/issue/48367/597638
  • Pund, S. B., Kuril, B. M., Hashmi, S. J., Doibale, M. K., & Doifode, S. M. (2016). ABC-VED matrix analysis of Government Medical College, Aurangabad drug store. International Journal of Community Medicine and Public Health, 469–472. Doi: https://dx.doi.org/10.18203/2394-6040.ijcmph20160434
  • Ramanathan, R. (2006). ABC inventory classification with multiple-criteria using weighted linear optimization. Computers & Operations Research, 33(3), 695–700. Doi: https://doi.org/10.1016/J.COR.2004.07.014
  • Roodbergen, K., & Vis, I. (2006). A model for warehouse layout. IIE Transactions (Institute of Industrial Engineers), 38(10), 799–811. Doi: https://doi.org/10.1080/07408170500494566
  • Saaty, T. L. (1988). What is the analytic hierarchy process? In Wiley StatsRef: Statistics Reference Online (Springer B). Wiley. Doi: https://doi.org/10.1002/9781118445112.STAT05310
  • Şahin, Y. B., Ekmekçi, S., & Yürekli, M. (2020). Effective Rack Layout Proposal for Semi-Finished Goods Storage System in a Machinery Factory. EJOSAT, (18), 664–674. Doi: https://doi.org/10.31590/ejosat.686494
  • Šarić, T., Šimunović, K., Pezer, D., & Vjesnik, G. Š.-. (2014). Inventory classification using multi–criteria ABC analysis, neural networks and cluster analysis. Tehnički Vjesnik, 21(5), 1109-1115. Erişim adresi : https://www.webofscience.com/wos/woscc/full-record/WOS:000344737100026
  • Silvestri, A., Falcone, D., Forcina, A., &, & Pacitto, A. (2011). Application of AHP to inventory management and comparison to cross analysis. In International Symposium on the Analytic Hierarchy Process, Honolulu, Hawaii, USA, 1-6.
  • Vidal, P. G. H., Caiado, R. G. G., Scavarda, L. F., Ivson, P., & Garza-Reyes, J. A. (2022). Decision support framework for inventory management combining fuzzy multicriteria methods, genetic algorithm, and artificial neural network. Computers & Industrial Engineering. 174, 1-15, 108777. Doi: https://doi.org/10.1016/j.cie.2022.108777
  • Yılmaz Kaya B. (2022). Minimizing OHS risks with spherical fuzzy sets as a verdict to ınventory management: A case regarding energy companies. Discrete Dynamics in Nature and Society. 2022(1), 1-26, 9511339. Doi: https://doi.org/10.1155/2022/9511339
  • Zhang, Z., Li, K., Guo, X. & Huang J. (2020). A probability approach to multiple criteria ABC analysis with misclassification tolerance. International Journal of Production Economics. 229, 1-12, 107858. Doi: https://doi.org/10.1016/j.ijpe.2020.107858
Toplam 30 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Endüstri Mühendisliği
Bölüm Araştırma Makaleleri
Yazarlar

Yeşim Ok 0000-0001-8349-7005

Erken Görünüm Tarihi 18 Aralık 2024
Yayımlanma Tarihi 31 Aralık 2024
Gönderilme Tarihi 8 Temmuz 2024
Kabul Tarihi 28 Eylül 2024
Yayımlandığı Sayı Yıl 2024

Kaynak Göster

APA Ok, Y. (2024). A NEW CROSS ABC ANALYSIS PROPOSAL FOR INVENTORY CLASSIFICATION: A FABRIC WAREHOUSE CASE STUDY. Endüstri Mühendisliği, 35(3), 302-329. https://doi.org/10.46465/endustrimuhendisligi.1512211

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