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Fusion Science and Technology
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Generative model explores tungsten microstructure under fusion conditions
A comparison of real SEM tungsten microstructures (left column) with machine learning–generated synthetic microstructures (right) for different values of the model setting parameters. Adjusting the model setting controls how diverse or sharp the synthetic microstructures appear. (Image: ORNL, DOE)
Researchers have developed a model to generate images that serve as synthetic data close-ups of tungsten surfaces under fusion reactor conditions.
Tungsten is a top-choice material for plasma-facing components (PFCs) in fusion machines, so understanding tungsten’s performance is critical to the safety and longevity of component designs.
Yoshihiko Yamamoto, Toshihiko Yamanishi, Yoshinori Kawamura, Kanetsugu Isobe, Yasushi Yamamoto, Satoshi Konishi
Fusion Science and Technology | Volume 52 | Number 3 | October 2007 | Pages 692-695
Technical Paper | The Technology of Fusion Energy - Tritium, Safety, and Environment | doi.org/10.13182/FST07-A1570
Articles are hosted by Taylor and Francis Online.
Liquid LiPb blanket system is investigated in the fusion reactor. This study's purpose is the purity control of the oxygen and Hydrogen in LiPb using solid electrolyte sell. This system has the advantages such as capability of continuous monitoring without sampling.In this experiment, the cell made of YSZ solid electrolyte was used for measuring partial oxygen potential in the range from 400 ~ 450 degree C.Measured emf of the cell in LiPb is converted to oxygen activity with Nernst equation. And calculated oxygen activity in LiPb from thermodynamics theory agrees with observed value. The result of experiment shows the feasibility of the solid electrolyte cell.
