Development of element functions and design optimization procedures for knowledge- and AI-aided advanced reactor lifecycle optimization method, ARKADIA

Author:

TANAKA Masaaki1,ENUMA Yasuhiro1,OKANO Yasushi1,UCHIBORI Akihiro1,YOKOYAMA Kenji1,SEKI Akiyuki1,WAKAI Takashi1,ASAYAMA Tai1

Affiliation:

1. Japan Atomic Energy Agency

Publisher

Japan Society of Mechanical Engineers

Subject

Process Chemistry and Technology,Economic Geology,Fuel Technology

Reference24 articles.

1. Adams, B.M., Bohnhoff, W.J., Dalbey, K.R., Ebeida, M.S., Eddy, J.P., Eldred, M.S., Hooper, R.W., Hough, P.D., Hu, K.T., Jakeman, J.D., Khalil, M., Maupin, K.A., Monschke, J.A., Ridgway, E.M., Rushdi, A.A., Seidl, D.T., Stephens, J.A., Swiler, L.P., Tran, A., and Winokur, J.G., Dakota, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis: Version 6.16 Developers manual, Sandia National Laboratories, (2022), (online), available from < https://dakota.sandia.gov/content/manuals >, (accessed on 27 November, 2023).

2. Doda, N., Nakamine, Y., Igawa, K., Iwasaki, T., Murakami, S., and Tanaka, M., Development of a design optimization framework for sodium-cooled fast reactors - development of coupled analysis control function -, Proceedings of the 27th Conference on Computational Engineering and Science, Vol. 27 (2022), Paper No. A-10-02. (in Japanese)

3. Ezure, T., Onojima, T., Tanaka, M., Kobayashi, J., Kurihara, A., and Kameyama, Y., Study on multi-dimensional core cooling behavior of sodium-cooled fast reactors under DRACS operating conditions, Proceedings of 18th International Topical Meeting on Nuclear Reactor Thermal Hydraulics (NURETH-18) (2019), pp.3355–3363.

4. Fast Reactor Development Strategy Working Group, Strategic roadmap, Ministry of Economy, Trade, and Industry (2018) (in Japanese), (online), available from < https://www.cas.go.jp/jp/seisaku/genshiryoku_kakuryo_kaigi/pdf/h301220_siryou.pdf >, (accessed on 27 November, 2023).

5. Hamase, E., Kuwagaki, K., Doda, N., Yokoyama, K., and Tanaka M., Development of optimization process for core design by Bayesian optimization - investigation of applicability and effectiveness for optimization process with integrated analysis between neutronics and plant dynamics -, Proceedings of the 30th International Conference on Nuclear Engineering (ICONE30) (2023), Paper No. ICONE30-1153.

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