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Network security situation forecasting method and system

The invention relates to a network security situation forecasting method and system. The network security situation forecasting method comprises the steps that an obtained network security situation value sequence set serves as training data; a back propagation neural network structure is initialized, and the initialization operation comprises the step of setting the number M of nerve cells of an input layer and the number N of nerve cells of an output layer; real number encoding is carried out on the training data and the training data with the maximum fitness are found; a security situation value corresponding to the number M of the nerve cells of the input layer in the training data with the maximum fitness serves as an input value, a security situation value corresponding to the number N of the nerve cells of the output layer serve as a desired output value, the back propagation neural network is trained, and a forecasting model of the network security situation is established; the security situation value corresponding to the number M of the nerve cells of the input layer serves as the input value, and the security situation value corresponding to the number N of the nerve cells of the output layer is forecast according to the forecasting model. The network security situation forecasting method can improve the convergence rate of network security situation forecasting, shorten training time and reduce forecasting errors.
Owner:SHANGHAI YINGLIAN SOMATOSENSORY INTELLIGENT TECH CO LTD

High-strength hot rolled steel sheet being free from peeling and excelling in surface and burring properties and process for manufacturing the same

A hot rolled steel sheet comprised of, by mass, 0.01 to 0.1% C, 0.01 to 0.1% Si, 0.1 to 3% Mn, 0.1% or less P, 0.03% or less S, 0.001 to 1% Al, 0.01% or less N, 0.005 to 0.08% Nb, 0.001 to 0.2% Ti andthe balance Fe and unavoidable impurities, satisfying the formula ¢Nb! x ¢C!=4.34 x 10<-3>, wherein the density of solid solution C grain boundary quantity is in the range of 1 to 4.5 grain boundaries / nm<2>, and wherein the diameter of cementite grains precipitated on the grain boundaries within the steel sheet is 1 ¢mu!m or less. This hot rolled steel sheet is manufactured according to the following process. A steel piece with the above composition of the hot rolled steel sheet is heated at temperature SRTmin ( DEG C) to 1170 DEG C and subjected to rough rolling in the condition of 1080 DEGto 1150 DEG C finalization temperature. Thereafter, finishing rolling is started at 1000 DEG to below 1080 DEG C within 30 to 150 sec and terminated at temperature ranging from the Ar3 transformation point temperature to 950 DEG C so that the draft upon final pass is in the range of 3 to 15%. The resultant steel sheet is subjected to cooling from the start to the temperature range of 450 DEG to550 DEG C at a cooling rate of over 15 DEG C / sec and wound up.
Owner:NIPPON STEEL CORP

High-flame-retardant polypropylene material and preparation method thereof

The invention discloses a high-flame-retardant polypropylene material and a preparation method thereof. The material is composed of the following raw materials in parts by mass: 60-75 parts of homo-polypropylene aggregates, 5-15 parts of homo-polypropylene powder, 10-20 parts of a brominated flame retardant, 3-8 parts of an antimony flame retardant, 1-3 parts of a flame retardant synergist, 0-10 parts of a cooling master batch, 0-3 parts of a flexibilizer, 0-1 part of a lubricant, 0-1 part of an ultraviolet light absorber, and 0-1 part of an antioxidant. The preparation method of the material comprises the following steps: 1) uniformly mixing all materials in certain proportion; and 2) adding the obtained mixture into a twin-screw extruder, carrying out high-temperature mixing and shearing, and after the obtained object is subjected to water cooling, sequentially carrying out bracing and grain-sized dicing, so that the high-flame-retardant polypropylene material is obtained. The high-flame-retardant polypropylene material disclosed by the invention is excellent in flame resistance, good in self-extinguishment, excellent in aging resistance, good in insulating property and heat resistance, not easy to deform by heating, excellent in processing fluidity, and easy to shape.
Owner:GUANGDONG JUSHI CHEM CO LTD
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