Research Project
Fund for the Promotion of Joint International Research (Fostering Joint International Research)
Experiments were conducted using the linear device MAGNUM-PSI to irradiate tungsten with helium and deposit tungsten at the same time. While fuzz growth was suppressed when copper and molybdenum were deposited, a fuzz layer as thick as 7 μm was formed when a tungsten sputtering source was placed near the sample, suggesting that the fuzz growth rate was significantly accelerated by the tungsten deposition. In addition, the relationship between ne and Te from laser Thomson scattering and OES data in Magnum-PSI was modeled using a neural network to evaluate the error in temperature and density measurements, and it was found that the measurement error was about 10%.
今後,この方法は,レーザートムソン散乱が利用できない場合においてもneとTeの測定領域を拡張することが可能である。例えば,より高速な検出器を用いれば,レーザーパルス周波数(現時点では10 Hz)で決まるトムソン散乱よりも高い時間分解能が得られ,ハイパースペクトル画像と組み合わせることで二次元計測も可能になる。さらに,機械学習を用いた研究を進めることで,衝突輻射モデルで得られた分布からのずれを引き起こす過程を発見できる可能性がある。本手法は大型装置においても分光計測のデータを用いて高い精度で電子温度や密度を計測できる可能性があり,トムソン散乱などに比べて極めて安価な手法となる。
All 2023 2022 2021 2020 2019 2018
All Int'l Joint Research (3 results) Journal Article (21 results) (of which Int'l Joint Research: 21 results, Peer Reviewed: 21 results, Open Access: 14 results) Presentation (7 results) (of which Int'l Joint Research: 6 results, Invited: 2 results)
Advanced Energy and Sustainability Research
Volume: 4 Issue: 3 Pages: 2200141-2200141
10.1002/aesr.202200141
Nuclear Materials and Energy
Volume: 33 Pages: 101281-101281
10.1016/j.nme.2022.101281
Applied Surface Science
Volume: 580 Pages: 151979-151979
10.1016/j.apsusc.2021.151979
Plasma and Fusion Research
Volume: 16 Issue: 0 Pages: 1302106-1302106
10.1585/pfr.16.1302106
130008130034
Plasma Physics and Controlled Fusion
Volume: 63 Issue: 5 Pages: 055018-055018
10.1088/1361-6587/abf36e
120007169533
Physica Scripta
Volume: 96 Issue: 12 Pages: 124059-124059
10.1088/1402-4896/ac35c0
Journal of Nuclear Materials
Volume: 548 Pages: 152844-152844
10.1016/j.jnucmat.2021.152844
120007191867
Volume: 15 Issue: 0 Pages: 2402012-2402012
10.1585/pfr.15.2402012
130007840524
Fusion Engineering and Design
Volume: 160 Pages: 111787-111787
10.1016/j.fusengdes.2020.111787
120007163655
Volume: 15 Issue: 0 Pages: 1205061-1205061
10.1585/pfr.15.1205061
130007888614
Volume: 62 Issue: 11 Pages: 115021-115021
10.1088/1361-6587/abb88f
Volume: T171 Pages: 014050-014050
10.1088/1402-4896/ab52c6
Volume: T171 Pages: 014033-014033
10.1088/1402-4896/ab4b3f
AIP Advances
Volume: 10 Issue: 2 Pages: 025225-025225
10.1063/1.5143481
Nuclear Fusion
Volume: 60 Issue: 2 Pages: 026012-026012
10.1088/1741-4326/ab6060
Volume: 14 Issue: 0 Pages: 1202135-1202135
10.1585/pfr.14.1202135
130007695127
Volume: 14 Issue: 0 Pages: 1405042-1405042
10.1585/pfr.14.1405042
130007649950
Volume: 18 Pages: 67-71
10.1016/j.nme.2018.12.008
Volume: 13 Issue: 0 Pages: 1201099-1201099
10.1585/pfr.13.1201099
130007487813
Fusion Science and Technology
Volume: 74 Issue: 1-2 Pages: 37-46
10.1080/15361055.2017.1390389
120006733923
Volume: 58 Issue: 9 Pages: 096022-096022
10.1088/1741-4326/aacd1f