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A warning time of five ms is enough for the Disruption Mitigation Method (DMS) to get effect on the J-Textual content tokamak. To ensure the DMS will take impact (Enormous Gasoline Injection (MGI) and foreseeable future mitigation approaches which might acquire an extended time), a warning time much larger than ten ms are considered successful.
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The study is done within the J-TEXT and EAST disruption databases according to the past work13,51. Discharges within the J-TEXT tokamak are useful for validating the efficiency of the deep fusion attribute extractor, together with providing a pre-properly trained design on J-Textual content for additional transferring to forecast disruptions in the EAST tokamak. To be certain the inputs from the disruption predictor are retained the same, 47 channels of diagnostics are chosen from both equally J-TEXT and EAST respectively, as is shown in Table 4.
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“¥”既作为人民币的书写符号，又代表人民币的币制，还表示人民币的单位“元”。在经济往来和会计核算中用阿拉伯数字填写金额时，在金额首位之前加一个“¥”符号，既可防止在金额前填加数字，又可表明是人民币的金额数量。由于“¥”本身表示人民币的单位，所以，凡是在金额前加了“¥”符号的，金额后就不需要再加“元”字。
This would make them not contribute to predicting disruptions on foreseeable future tokamak with a different time scale. Even so, further more discoveries inside the Actual physical mechanisms in plasma physics could possibly lead to scaling a normalized time scale throughout tokamaks. We will be able to get hold of a greater technique to procedure alerts in a larger time scale, making sure that even the LSTM layers on the neural network can extract typical details in diagnostics across distinct tokamaks in a bigger time scale. Our outcomes confirm that parameter-based transfer Visit Site Understanding is helpful and has the likely to forecast disruptions in long term fusion reactors with diverse configurations.
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