Research Article

PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH

Volume: 4 Number: 2 June 30, 2017
EN

PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH

Abstract

Purpose- Food logistics include food transfer activities that transport dry food, beverage and canned products etc. at any time, to anywhere and without any damage by transport companies using special equipment and expert staff support. Unless the required sensitivity for food logistics interacting with human health is not shown, it may result in situations that can damage human health and even cause death. Accordingly, it is very important to determine the failures that may arise from the beginning and to determine the risk levels related to these failures and take precautions related to these failures. In this way, failure costs and customer complaints that may occur after delivery can be reduced.

Methodology- In this study, Failure Modes and Effects Analysis (FMEA) were used to determine the failures that may be encountered in food logistics and the risk levels associated with these failures. In this context considering disadvantages of traditional FMEA, weights of the risk factors related to the failure modes are determined by using Fuzzy DEMATEL (Decision Making Trial and Evaluation Laboratory) and these failure modes are prioritized by implementing Fuzzy WASPAS (Weighted Aggregated Sum Product Assessment). In addition, for identifying the consistency of failure modes ranking, comparison study is realized.

Findings- As a result of the study, it is determined that to perform regular maintenance and calibration of vehicle coolers failure mode has the first priority. Also, as a result of the comparison analysis, it is proved by the Sperman Rank Correlation Coefficient values that the proposed approach can produce consistent results.

Conclusion- In real life, the transportation of foods in the condition that will not threaten human health and provide required environmental conditions has a great importance in the food logistics. Among these conditions the fact that, the unsuitable environment temperature for the transported food is one of the most important problems in terms of deterioration of sensitive foods. Degraded food during transport will bring health problems when they are consumed by people and will cause high cost of products and loss of customers for the logistics firm.

Keywords

References

  1. Abdelgawad M, Fayek AR (2010) Risk management in the construction industry using combined fuzzy FMEA and fuzzy AHP. J Constr Eng Manage 136(9):1028–1036.
  2. Aksakal E. ve Dağdeviren M. (2010), Anp Ve Dematel Yöntemleri İle Personel Seçimi Problemine Bütünleşik Bir Yaklaşım, Gazi Üniv. Müh. Mim. Fak. Der. Cilt 25, No 4, 905-913.
  3. Akyuz E., Celik E. (2015), A fuzzy DEMATEL method to evaluate critical operational hazards during gas freeing process in crude oil tankers, Journal of Loss Prevention in the Process Industries 38243e253.
  4. Allahverdi N. (2002). Uzman Sistemler Bir Yapay Zeka Uygulaması, Atlas Yayın Dağıtım, İstanbul
  5. Bitarafan, M., Zolfani, S. H., Arefi, S. L., Zavadskas, E. K., Mahmoudzadeh, A. (2014), Evaluatıon of real-tıme ıntellıgent sensors for structural health monıtorıng of brıdges based on swara-waspas; a case ın IRAN. Baltic Journal of Road & Bridge Engineering, 9(4),333-340.
  6. Chakraborty, S., Zavadskas, E. K. (2014), Applications of WASPAS method in manufacturing decision making. Informatica, 25(1), 1-20.
  7. Chakraborty, S., Zavadskas, E. K., Antucheviciene, J. (2015), Applications of WASPAS method as a multi-criteria decisionmaking tool. Economic Computation and Economic Cybernetics Studies and Research, 49(1) 5-22.
  8. Chang KH (2009) Evaluate the orderings of risk for failure problems using a more general RPN methodology. Microelectron Reliab 49(12):1586–1596.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

June 30, 2017

Submission Date

May 5, 2017

Acceptance Date

-

Published in Issue

Year 2017 Volume: 4 Number: 2

APA
Ayrim, Y., & Can, G. F. (2017). PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH. Journal of Management Marketing and Logistics, 4(2), 186-201. https://doi.org/10.17261/Pressacademia.2017.463
AMA
1.Ayrim Y, Can GF. PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH. JMML. 2017;4(2):186-201. doi:10.17261/Pressacademia.2017.463
Chicago
Ayrim, Yelda, and Gulin Feryal Can. 2017. “PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH”. Journal of Management Marketing and Logistics 4 (2): 186-201. https://doi.org/10.17261/Pressacademia.2017.463.
EndNote
Ayrim Y, Can GF (June 1, 2017) PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH. Journal of Management Marketing and Logistics 4 2 186–201.
IEEE
[1]Y. Ayrim and G. F. Can, “PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH”, JMML, vol. 4, no. 2, pp. 186–201, June 2017, doi: 10.17261/Pressacademia.2017.463.
ISNAD
Ayrim, Yelda - Can, Gulin Feryal. “PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH”. Journal of Management Marketing and Logistics 4/2 (June 1, 2017): 186-201. https://doi.org/10.17261/Pressacademia.2017.463.
JAMA
1.Ayrim Y, Can GF. PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH. JMML. 2017;4:186–201.
MLA
Ayrim, Yelda, and Gulin Feryal Can. “PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH”. Journal of Management Marketing and Logistics, vol. 4, no. 2, June 2017, pp. 186-01, doi:10.17261/Pressacademia.2017.463.
Vancouver
1.Yelda Ayrim, Gulin Feryal Can. PRIORITIZATION OF FAILURE MODES IN FOOD LOGISTIC PROCESS WITH A FUZZY APPROACH. JMML. 2017 Jun. 1;4(2):186-201. doi:10.17261/Pressacademia.2017.463

Journal of Management, Marketing and Logistics (JMML) is a scientific, academic, double blind peer-reviewed, semi-annual and open-access online journal. The journal publishes 2 issues a year. The issuing months are June and December. The publication languages of the Journal is English. JMML aims to provide a research source for all practitioners, policy makers, professionals and researchers working in the areas of management, marketing, logistics, supply chain management, international trade. The editor in chief of JMML invites all manuscripts that cover theoretical and/or applied researches on topics related to the interest areas of the Journal. JMML charges no submission or publication fee.


Ethics Policy - JMML applies the standards of Committee on Publication Ethics (COPE). JMML is committed to the academic community ensuring ethics and quality of manuscripts in publications. Plagiarism is strictly forbidden and the manuscripts found to be plagiarized will not be accepted or if published will be removed from the publication. Authors must certify that their manuscripts are their original work. Plagiarism, duplicate, data fabrication and redundant publications are forbidden. The manuscripts are subject to plagiarism check by iThenticate or similar. All manuscript submissions must provide a similarity report (up to 15% excluding quotes, bibliography, abstract).


Open Access - All research articles published in PressAcademia Journals are fully open access; immediately freely available to read, download and share. Articles are published under the terms of a Creative Commons license which permits use, distribution and reproduction in any medium, provided the original work is properly cited. Open access is a property of individual works, not necessarily journals or publishers. Community standards, rather than copyright law, will continue to provide the mechanism for enforcement of proper attribution and responsible use of the published work, as they do now.