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Risk Analysis with Fuzzy Logic in R&D Projects

Cilt: 1 Sayı: 1 2 Ağustos 2024
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Risk Analysis with Fuzzy Logic in R&D Projects

Öz

Since the beginning of the 1950s, it has been seen that Research and Development (R&D) and its projects have touched almost every aspect of life and have changed life. These projects make a great contribution to the development and change of humanity in all fields of work. This developments and changes include pros and cons. There are many gray areas in these projects where many unknowns are discovered or known ones are developed. These gray areas also contain risks due to the nature of obscurity. Therefore, measuring the impact of these risks is very important for the success of the project. To date, many different studies have been carried out in this area where more than one risk analysis method is applied. In this study, it is aimed to calculate the risk analysis on MATLAB using the fuzzy logic method for an R&D laboratory in the food sector in Turkey, in the R&D projects. By gathering the experts in the R&D center, it has been determined which of the risk classes in the literature are suitable for this center, and the project risk has been chosen as the output value. Afterwards, the risk output has been calculated with the established fuzzy system, and the results have been evaluated on the sample scenarios. In this way, the risks and uncertainties included in R&D projects, which are always known, have been made concrete and their visibility has been facilitated.

Anahtar Kelimeler

R&D Project, Risk Analysis, Classifications of Risks, Fuzzy Logic

Kaynakça

  1. Acuner, Ş. A. (2005). Etkili bir risk yönetim sürecinin aşamaları. Riskactive Dergisi, Mart- Nisan, 4-6.
  2. Akhilesh, K. B. (2014). R&D Management. Springer INC.
  3. Anderson, E.W., Fornell, C. & Lehmann, D.R. (1994). Customer Satisfaction, Market Share, and Profitability: Findings from Sweden. Journal of Marketing. 58(3), 53-66. https://doi.org/10.2307/1252310
  4. Aksoy, Y., Özkan, E. & Karanfil, S. (2014). Bulanık Mantığa Giriş (2. Baskı). Yıldız Teknik Üniversitesi Basın-Yayın Merkezi, İstanbul.
  5. Arslan, I. (2008). Kurumsal risk yönetimi. Maliye Bakanlığı Strateji Geliştirme Başkanlığı, Ankara.
  6. Bai, Y. and Wang, D. (2006) Fundamentals of Fuzzy Logic Control—Fuzzy Sets, Fuzzy Rules and Defuzzifications. In: Bai, Y., Zhuang, H. and Wang, D., Eds., Advanced Fuzzy Logic Technologies in Industrial Applications, Springer, Berlin, 17-36. http://dx.doi.org/10.1007/978-1-84628-469-4_2
  7. Ballou, B., & Heitger, D. L. (2005). A building-block approach for implementing COSO's enterprise risk management-integrated framework. Management Accounting Quarterly, 6(2), 1.
  8. Barutçugil, İ. (2009). Ar-Ge Yönetimi. Kariyer Yayınları, İstanbul.
  9. Baykal, N. & Beyan, T. (2004). Bulanık Mantık – İlke ve Temelleri. Bıçaklar Kitapevi, Ankara.
  10. Carlsson, C., Johansson, A.K., Alvan, G., Bergman, K. & Kühler, T. (2006). Are pharmaceuticals potent environmental pollutants? Part I: Environmental risk assessments of selected active pharmaceutical ingredients, Science of The Total Environment, 364, (1–3), 67-87. https://doi.org/10.1016/j.scitotenv.2005.06.035.

Kaynak Göster

APA
Sarıyurt, O., Kılıç, A., Sarıkaya, H. A., & Aydoğdu, A. (2024). Risk Analysis with Fuzzy Logic in R&D Projects. Uygulamalı Mühendislik ve Tarım Dergisi, 1(1), 10-26. https://izlik.org/JA58EZ65FY
AMA
1.Sarıyurt O, Kılıç A, Sarıkaya HA, Aydoğdu A. Risk Analysis with Fuzzy Logic in R&D Projects. UMTD. 2024;1(1):10-26. https://izlik.org/JA58EZ65FY
Chicago
Sarıyurt, Oğuzhan, Ali Kılıç, Hüseyin Ali Sarıkaya, ve Ayhan Aydoğdu. 2024. “Risk Analysis with Fuzzy Logic in R&D Projects”. Uygulamalı Mühendislik ve Tarım Dergisi 1 (1): 10-26. https://izlik.org/JA58EZ65FY.
EndNote
Sarıyurt O, Kılıç A, Sarıkaya HA, Aydoğdu A (01 Ağustos 2024) Risk Analysis with Fuzzy Logic in R&D Projects. Uygulamalı Mühendislik ve Tarım Dergisi 1 1 10–26.
IEEE
[1]O. Sarıyurt, A. Kılıç, H. A. Sarıkaya, ve A. Aydoğdu, “Risk Analysis with Fuzzy Logic in R&D Projects”, UMTD, c. 1, sy 1, ss. 10–26, Ağu. 2024, [çevrimiçi]. Erişim adresi: https://izlik.org/JA58EZ65FY
ISNAD
Sarıyurt, Oğuzhan - Kılıç, Ali - Sarıkaya, Hüseyin Ali - Aydoğdu, Ayhan. “Risk Analysis with Fuzzy Logic in R&D Projects”. Uygulamalı Mühendislik ve Tarım Dergisi 1/1 (01 Ağustos 2024): 10-26. https://izlik.org/JA58EZ65FY.
JAMA
1.Sarıyurt O, Kılıç A, Sarıkaya HA, Aydoğdu A. Risk Analysis with Fuzzy Logic in R&D Projects. UMTD. 2024;1:10–26.
MLA
Sarıyurt, Oğuzhan, vd. “Risk Analysis with Fuzzy Logic in R&D Projects”. Uygulamalı Mühendislik ve Tarım Dergisi, c. 1, sy 1, Ağustos 2024, ss. 10-26, https://izlik.org/JA58EZ65FY.
Vancouver
1.Oğuzhan Sarıyurt, Ali Kılıç, Hüseyin Ali Sarıkaya, Ayhan Aydoğdu. Risk Analysis with Fuzzy Logic in R&D Projects. UMTD [Internet]. 01 Ağustos 2024;1(1):10-26. Erişim adresi: https://izlik.org/JA58EZ65FY