Assessment for nuclear security using Analytic Hierarchy Process (AHP) incorporated with Neural Networking Method in nuclear power plants (NPPs)

Author:

Jang Kyung Bae1,Baek Chang Hyun1,Woo Tae Ho1

Affiliation:

1. Department of Mechanical and Control Engineering , The Cyber University of Korea , 106 Bukchon-ro , Jongno-gu , Seoul 03051 , Republic of Korea

Abstract

Abstract Nuclear terrorism is studied by the complex algorithm with Analytic Hierarchy Process (AHP) and neural networking method. For the modeling, the modified crisis response is incorporated with the AHP level structure of five detections. It is applied to select the nine ranks with an input layer, hidden layer, and output layer in a neural networking algorithm containing the operator’s thinking. For 60 years, the range of the secure operation is between 0.01972 in the 18th year and 0.02099 in the 41st year, which means the highest range of security is about 1.064 times higher than that of the lowest value in this study. For the graphics, the highest and lowest values are seen as detection #5 and #1 respectively. The five sites differ in a dynamic manner where the #5 site is more than that of #1. This anti-terrorism study could be applied to energy or chemical plants in the future.

Funder

National Research Foundation of Korea

Publisher

Walter de Gruyter GmbH

Subject

Safety, Risk, Reliability and Quality,General Materials Science,Nuclear Energy and Engineering,Nuclear and High Energy Physics,Radiation

Reference21 articles.

1. BCSIA (2011). The U.S.-Russia joint threat assessment on nuclear terrorism. Belfer Center for Science and International Affairs (BCSIA), Harvard University, Cambridge, USA.

2. Cipollaro, A. and Lomonaco, G. (2016). Contributing to the nuclear 3S’s via a methodology aiming at enhancing the synergies between nuclear security and safety. Prog. Nucl. Energy 86: 31, https://doi.org/10.1016/j.pnucene.2015.09.013.

3. Coyle, G. (2004). The hierarchy process (AHP). Pearson Education Ltd, London, UK.

4. Drake, P.R. (1998). Using the analytic hierarchy process in engineering education. Int. J. Eng. Educ. 14: 191–196.

5. Durmuşoğlu, Z.D.U. (2018). Assessment of techno-entrepreneurship projects by using analytical hierarchy process (AHP). Technol. Soc. 54: 41–46, https://doi.org/10.1016/j.techsoc.2018.02.001.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3