By Bott, T.F.; Eisenhawer, S.W.; Los Alamos National Laboratory.; United States. Dept. of Energy.; United States. Dept. of Energy. Office of Scientific and Technical Information
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Extra resources for A hazards analysis of a nuclear explosives dismantlement
Drałus f 1 ð x1 ; x2 ; x3 ; x4 ; x5 Þ ¼ x1 x2 x3 x5 ðx3 À 1Þ þ x4 1 þ x22 þ x23 ð12Þ The second nonlinear functions f2 in formula (11) is given by the formula: f2 ðv1 ; v2 ; v3 ; v4 ; v5 Þ ¼ v2 v3 v5 ðv1 À 1Þ þ v4 1 þ 2v21 ð13Þ As a global model of the considered complex system given by formulas (10) and (11) the 6-layer feedforward neural network with TDL was used (see Fig. 3). The neural network has the following structure: one external input, 5 inputs neurons; 20 neurons in the ﬁrst hidden layer; 10 neurons in the second hidden layer; 1 neuron in the third layer called “binding” layer; 20 and 10 neurons in the fourth and the ﬁfth layer, respectively; 1 linear neuron in the sixth (output) layer of the complex model (shortly, 1(5)-20-10-1(5)-20-10-1).
1 Analysis for the Training Data Analyzing obtained in simulations results it can be stated that the increase of factor ð1Þ a1 causes an oscillating decrease in the value of the of quality index Qd of the ﬁrst ð1Þ local model in the series-parallel model.
It includes the implementation of the fractional order model (1) and the experimental veriﬁcation of the obtained results. 2 Model of the Series Resonance Circuit Model of analyzed series RLC circuit is shown in Fig. 1: Model from Fig. 1 takes into account the voltage source us(t), which includes both constant component u0 polarizing the supercapacitor, and the alternating component u(t) of adjustable frequency. Therefore the voltage source us(t) of the RLC circuit can be represented by relation: uS ðtÞ ¼ u0 þ uðtÞ ¼ u0 þ pﬃﬃﬃ 2juj sinðxt þ /Þ: ð2Þ The analysis has been performed using the simple Westerlund–Ekstam model, given by formula (1).
A hazards analysis of a nuclear explosives dismantlement by Bott, T.F.; Eisenhawer, S.W.; Los Alamos National Laboratory.; United States. Dept. of Energy.; United States. Dept. of Energy. Office of Scientific and Technical Information