Development of High-Performance Simulation Core Components for the Plasma Control Simulation Verification Platform

IF 1.3 4区 物理与天体物理 Q3 PHYSICS, FLUIDS & PLASMAS
Gongcai Shi;Qiping Yuan;Heru Guo;Gen Xu;Bingjia Xiao
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引用次数: 0

Abstract

Accurate predictions of plasma behavior and reliable, precise plasma control can significantly reduce the operating costs and risks of the device. The plasma control simulation verification platform (PCSVP), developed using the Python open-source environment, has been preliminarily applied to the control simulation of the experimental advanced superconducting tokamak (EAST) device, assisting in the development and testing of the plasma control system (PCS). Although PCSVP achieves the functionality of visual modeling and simulation calculations comparable to commercial software such as Simulink, its simulation speed remains a limitation. By adhering to object-oriented design principles in C++, the redesign and refactoring of the simulation engine and system libraries are achieved, along with optimizations to the algorithms and data structures of the simulation system. These improvements reduce computational complexity and improve the simulation speed of PCSVP. Experimental results show that the C++-based PCSVP improved the simulation speed by 17 times in the poloidal field (PF) control based on vacuum model and by six times in the RZIp closed-loop control simulation model, significantly reducing computation time and making the development and testing of PCSs more efficient.
等离子体控制仿真验证平台高性能仿真核心组件的研制
等离子体行为的准确预测和可靠、精确的等离子体控制可以显著降低设备的运行成本和风险。利用Python开源环境开发的等离子体控制仿真验证平台(PCSVP)已初步应用于实验先进超导托卡马克(EAST)装置的控制仿真,辅助等离子体控制系统(PCS)的开发和测试。虽然PCSVP实现了与Simulink等商业软件相媲美的可视化建模和仿真计算功能,但其仿真速度仍然存在局限性。通过坚持c++中面向对象的设计原则,实现了仿真引擎和系统库的重新设计和重构,以及仿真系统的算法和数据结构的优化。这些改进降低了计算复杂度,提高了PCSVP的仿真速度。实验结果表明,基于c++的PCSVP在基于真空模型的极向场(PF)控制下的仿真速度提高了17倍,在RZIp闭环控制仿真模型下的仿真速度提高了6倍,大大减少了计算时间,提高了PCSVP的开发和测试效率。
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来源期刊
IEEE Transactions on Plasma Science
IEEE Transactions on Plasma Science 物理-物理:流体与等离子体
CiteScore
3.00
自引率
20.00%
发文量
538
审稿时长
3.8 months
期刊介绍: The scope covers all aspects of the theory and application of plasma science. It includes the following areas: magnetohydrodynamics; thermionics and plasma diodes; basic plasma phenomena; gaseous electronics; microwave/plasma interaction; electron, ion, and plasma sources; space plasmas; intense electron and ion beams; laser-plasma interactions; plasma diagnostics; plasma chemistry and processing; solid-state plasmas; plasma heating; plasma for controlled fusion research; high energy density plasmas; industrial/commercial applications of plasma physics; plasma waves and instabilities; and high power microwave and submillimeter wave generation.
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