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    • 3. 发明公开
    • CORRELATION TOLERANCE LIMIT SETTING SYSTEM USING REPETITIVE CROSS-VALIDATION AND METHOD THEREFOR
    • 使用重复交叉验证的相关公差容限设定系统及其方法
    • EP3293737A1
    • 2018-03-14
    • EP16898012.6
    • 2016-04-26
    • Kepco Nuclear Fuel Co., Ltd
    • KIM, Kang HoonKIM, Byeung SeokNAHM, Kee Yil
    • G21C17/10
    • G21C17/10G05B13/0265G21D3/001Y02E30/40
    • The present invention relates to a correlation tolerance limit setting system using repetitive cross-validation and a method therefor and, to a correlation tolerance limit setting system using repetitive cross-validation and a method therefor, the system and the method being for preventing data characteristic distortion due to accidental or human interference in correlation optimization and tolerance limit setting, and for preventing a risk created thereby, or for quantifying the influence thereof. According to the present invention, the correlation tolerance limit setting system using repetitive cross-validation comprises: a variable extraction unit for classifying training sets and validation sets, and optimizing a correlation coefficient so as to extract variables; a normality verification unit for verifying normality in accordance with the variable extraction result; a DNBR limit unit for verifying whether the same population is present according to the normality, and determining a tolerance limit of a departure from a nucleate boiling ratio by using a tolerance limit distribution for a departure from nucleate boiling; and a control unit.
    • 本发明涉及一种使用重复交叉验证的相关容限限制设定系统及其方法,并且涉及一种使用重复交叉验证的相关容限限制设定系统及其方法,所述系统和方法用于防止数据特征失真 由于意外或人为干扰相关性优化和容限限制设定,并防止由此产生的风险或量化其影响。 根据本发明,使用重复交叉验证的相关容限极限设置系统包括:变量提取单元,用于对训练集合和验证集合进行分类,并优化相关系数以提取变量; 正态验证单元,用于根据所述可变提取结果验证正态性; DNBR限制单元,用于根据正常情况验证是否存在相同的总体,并且通过使用偏离核沸腾的容限限制分布来确定与核沸腾比的偏离的容限; 和一个控制单元。
    • 4. 发明公开
    • ZIRCONIUM ALLOY HAVING EXCELLENT CORROSION RESISTANCE AND CREEP RESISTANCE, AND METHOD FOR MANUFACTURING SAME
    • 具有优异的耐腐蚀性和抗蠕变性的锆合金及其制造方法
    • EP3284836A1
    • 2018-02-21
    • EP15889277.8
    • 2015-05-08
    • Kepco Nuclear Fuel Co. Ltd.
    • CHOI, Min YoungMOK, Yong KyoonKIM, Yoon HoNA, Yeon SooLEE, Chung YongJUNG, Tae SikKO, Dae GyunLEE, Seung JaeKIM, Jae Ik
    • C22C16/00C22F1/18B21B3/00
    • C22C16/00B22D7/005B22F1/00C22C1/02C22F1/186
    • The present invention provides a zirconium alloy containing 1.1-1.2 wt% of niobium, 0.01-0.2 wt% of phosphorous, 0.2-0.3 wt% of iron and a remainder made up by zirconium, and a method for manufacturing a zirconium alloy having excellent corrosion resistance performance and a resistance performance against creep deformation, the method comprising: a first step of manufacturing an ingot by dissolving the mixture which constitutes the zirconium alloy; a second step of solution heat treating the ingot manufactured in the first step at 1,000-1,050°C (β-phase interval) for 30-40 minutes, then rapidly cooling same in water and β-quenching same; a third step of preheating the ingot which was heat-treated in the second step at 630-650°C for 20-30 minutes, then hot-rolling same at a reduction ratio of 60-65%; a fourth step of performing primary intermediate vacuum heat treatment on the hot-rolled material in the third step at 570-590°C for 3-4 hours, then performing primary cold-rolling on same at a reduction ratio of 30-40%; a fifth step of performing secondary intermediate vacuum heat treatment on the primarily cold-rolled material in the fourth step at 560-580°C for 2-3 hours, then performing secondary cold-rolling on same at a reduction ratio of 50-60%; a sixth step of performing tertiary intermediate vacuum heat treatment on the secondarily cold-rolled material in the fifth step at 560-580°C for 2-3 hours, then performing tertiary cold-rolling on same at a reduction ratio of 30-40%; and a seventh step of performing final vacuum heat treatment on the tertiarily cold-rolled material in the sixth step at 440-650°C for 7-9 hours.
    • 本发明提供一种含有1.1〜1.2重量%的铌,0.01〜0.2重量%的磷,0.2〜0.3重量%的铁,剩余部分由锆构成的锆合金以及具有优异的耐腐蚀性的锆合金的制造方法 所述方法包括:第一步骤,通过溶解构成所述锆合金的所述混合物来制造锭;以及第二步骤, 第二步将第一步制得的晶锭在1000〜1050℃(β相间隔)下固溶加热处理30〜40分钟,然后在水中快速冷却并β-淬灭; 在第二步骤中将在630-650℃热处理20-30分钟的锭料预热的第三步骤,然后以60-65%的压下比率对其进行热轧; 第四步骤,在第三步骤中在570-590℃下对热轧材料进行初步中间真空热处理3-4小时,然后以30-40%的压下率对其进行初次冷轧; 第五步骤,在第四步骤中在560-580℃对所述一次冷轧材料进行二次中间真空热处理2-3小时,然后以50-60%的压下率对其进行二次冷轧, ; 第五步骤,在第五步骤中在560-580℃下对第二次冷轧材料进行第二次中间真空热处理2-3小时,然后以30-40%的压下率对其进行三次冷轧, ; 以及第六步骤,在第六步骤中对第三步骤的冷轧材料在440-650℃进行最终真空热处理7-9小时。
    • 7. 发明公开
    • METHOD OF SYNTHESIZING AXIAL POWER DISTRIBUTIONS OF NUCLEAR REACTOR CORE USING NEURAL NETWORK CIRCUIT AND IN-CORE PROTECTION SYSTEM (ICOPS) USING THE SAME
    • 工艺对于使用神经网络连接,并且核心保护系统(ICOPS)核反应堆的核心性能轴向分布的制备SO
    • EP3035339A1
    • 2016-06-22
    • EP15182971.0
    • 2015-08-28
    • Kepco Nuclear Fuel Co., Ltd
    • Park, Young HoKim, Young BaekKim, Dong SooOh, Do Young
    • G21D3/00G06N3/02
    • G21C17/06G06G7/54G06N3/088G21D3/00G21D3/10G21D2003/002Y02E30/39
    • There are provided a method of synthesizing axial power distributions of a nuclear reactor core using a neural network circuit and an in-core protection system (ICOPS) using the same, in which using the neural network circuit including an input layer, an output layer, and at least one hidden layer, each layer being configured with at least one node, each node of one layer being connected to nodes of the other layers, node-to-node connections being made with connection weights varied based on a learning result, optimum connection weights between the respective nodes constituting the neural network circuit are determined through learning based on various core design data applied to the design of a nuclear reactor core of a nuclear power plant, and axial power distributions of the nuclear reactor core are synthesized based on ex-core flux detector signals measured by ex-core neutron flux detectors during operation of a nuclear reactor, so that the initial time required to perform a start-up test of the nuclear reactor can be reduced since basic data for synthesizing axial power distributions need not be separately measured in the start-up test of the nuclear reactor contrary to a conventional ICOPS, thereby improving the economic efficiency of the nuclear power plant, and so that overall nuclear reactor core design data can be used rather than actual measurement data in the start-up test (i.e., at the beginning of a period of nuclear fuel), thereby more accurately replicating axial power distributions of the nuclear reactor core throughout the overall period of the nuclear fuel.
    • 本发明提供使用利用相同的,其中,使用神经网络电路包括输入层到输出层中的神经网络电路和在芯保护系统(ICOPS)合成核反应堆堆芯的轴向功率分布的方法, 和至少一个隐藏层,每个层被配置与至少一个节点,被连接到其它层的节点的一个层的每一个节点,节点到节点的连接被用连接权重作出向变基于学习结果,最佳 构成神经网络电路的respectivement节点之间的连接权重被确定的被合成基于前通过基于施加到核电厂的核反应堆堆芯的设计各种核心的设计数据,和核反应堆堆芯的轴向输出分布的学习采 -core核反应堆的外科手术过程中通过外中子通量检测器测得的通量检测器信号,所以没有执行开始 - 所需的初始时间 了核反应堆的测试可自基本数据来减少对合成轴向功率分布不需要在核反应堆相反常规ICOPS的启动测试单独测量,从而提高了核电厂的经济效率,以及 所以没有整体核反应堆芯的设计数据,可以使用,而不是在启动测试实际测量数据(即,在一个周期的核燃料的开始),从而更精确地设定复制整个核反应堆堆芯的轴向输出分布 核燃料的整个周期。