Applying of Design Failure Models and Effects Analysis (DFMEA) to bank account operations using Artificial Neural Networks (ANN) An applied study on the Syrian Real Estate Bank - Tishreen Branch//

Authors

  • Bassam H. Zaher Tishreen University
  • Ghassan M. Dakhoul Tishreen University

Abstract

The research aimed to applying the concept of failure design models and effects analysis (DFMEA) to banking operations in the bank accounts department of the Syrian Real Estate Bank, Tishreen Branch, by studying the performance requirements, how and areas of its application, the work mechanism and the work team. Where the team was formed, the work mechanism was applied, the scenarios that affect operations and activities were identified, and the degree of risk for each scenario was determined. Then, a model of the degree of risk affecting the performance of banking operations was built using artificial neural networks (ANN), and this model was applied to the data obtained from the application of failure design models and effects analysis. The research found that the application of failure design and effects analysis (DFMEA) models using artificial neural networks (ANN), affects the original and revised severity degrees affecting the performance of banking operations

 

Downloads

Published

2022-11-28

How to Cite

بسام حسن زاهر, & غسان محمد دخول. (2022). Applying of Design Failure Models and Effects Analysis (DFMEA) to bank account operations using Artificial Neural Networks (ANN) An applied study on the Syrian Real Estate Bank - Tishreen Branch//. Tishreen University Journal- Economic and Legal Sciences Series, 44(5), 339–357. Retrieved from https://journal.tishreen.edu.sy/index.php/econlaw/article/view/14197

Issue

Vol. 44 No. 5 (2022): Tishreen University Journal of Research and Scientific Studies - Economic and Legal Sciences

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

  • The authors retain the copyright and grant the right to publish in the magazine for the first time with the transfer of the commercial right to Tishreen University Journal of Research and Scientific Studies - Economic and Legal Sciences

     Under a CC BY- NC-SA 04 license that allows others to share the work with of the work's authorship and initial publication in this journal. Authors can use a copy of their articles in their scientific activity, and on their scientific websites, provided that the place of publication is indicted in  Tishreen University Journal of Research and Scientific Studies - Economic and Legal Sciences   .  The Readers have the right to send, print and subscribe to the initial version of the article, and the title of Tishreen University Journal of Research and Scientific Studies - Economic and Legal Sciences Publisher

  • journal uses a CC BY-NC-SA license which mean

    You are free to:

    • Adapt — remix, transform, and build upon the material
    •  
    • The licensor cannot revoke these freedoms as long as you follow the license terms.

  • Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

  • NonCommercial — You may not use the material for commercial purposes.

  • ShareAlike — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.

  • No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.