基于数据同化控制的首次应用在聚变等离子体上
Yuya Morishita1, Sadayoshi Murakami2, Naoki Kenmochi3,4
1Department of Nuclear Engineering, Kyoto University, Kyoto, Japan. morishita.yuya.7x@kyoto-u.ac.jp.
Scientific reports
|January 17, 2024
概括
磁聚变等离子体的高级控制使用数据同化 (DA) 来调整模型和估计控制,改进预测和聚变反应堆中的等离子体温度调节.
科学领域:
- 血物理学的等离子体物理学
- 控制系统工程 控制系统工程
- 核聚变能源的研究.
背景情况:
- 磁融合等离子体是复杂的系统,具有固有的不确定性.
- 未来的核聚变反应堆需要先进的控制系统,这些控制系统对于模拟和观察的不确定性来说是强大的.
研究的目的:
- 引入和实施基于数据同化 (DA) 的控制方法,用于磁性聚变等离子体.
- 在高温等离子体场景中增强预测能力和控制精度.
主要方法:
- 开发了一个基于数据同化 (DA) 的控制系统.
- DA允许使用状态概率分布进行系统模型适应和控制估计.
- 在大螺旋装置 (LHD) 上实现了基于DA的控制系统.
主要成果:
- 基于DA的控制系统成功控制了LHD的高温等离子体.
- 通过整合实时观测来提高预测能力.
- 有效调整电子旋转子加热功率以保持目标等离子体温度.
结论:
- 数据同化提供了一个强大的框架,用于在磁聚变中进行先进的控制.
- 实施的DA系统为未来的核聚变反应堆控制提供了一个灵活的平台.
- 这种方法解决了对于可靠的核聚变能源发电至关重要的不确定性.
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