Research on optimization design of PWR flow distribution device based on numerical simulation. Issue 9 (1st September 2020)

• Record Type: Journal Article
• Authors: Xie, Yuanming; Li, Wenqiang; Yu, Tianda; Deng, Chaojun; Hu, Xuefei
• Is Part Of: Journal of nuclear science and technology. Volume 57:Issue 9(2020)
• Page Start: 1074
• Page End: 1090
• Publication Date: 2020-09-01
• Subjects: Pressurized water reactor -- flow distribution device -- numerical simulation -- surrogate model -- optimization design; Nuclear engineering -- Periodicals; Nuclear physics -- Periodicals; Nuclear energy -- Periodicals; 621.4805
• DOI: 10.1080/00223131.2020.1758228
• Languages: English
• ISSNs: 0022-3131

Abstract

ABSTRACT: In the lower chamber of pressurized water reactor ( PWR ), the flow distribution device is the core module to distribute coolant into the core. It has complex structure and numerous design parameters. Therefore, it has important theoretical and practical significance to optimize the device. The mesh independence verification, turbulence model selection, and data processing all can influence the numerical simulation results of the lower chamber, in order to research the influence, a numerical simulation method based on the original model of CNP1000 reactor lower chamber is proposed in this paper. In the method, an optimization design method of flow distribution device is established based on surrogate model. The main design variables and optimization objectives are determined based on the device's structure and function characteristics. And then it respectively adopts Kriging algorithm and multi-objective genetic algorithm to establish a surrogate model of flow distribution device and optimize it globally. Finally, the optimal design variables are obtained. Compared with the device's performance before optimization, the after optimization has smaller total pressure loss and more uniform flow. The effectiveness and practicability of proposed optimization design method can be verified.