A hybrid neural network model,in which RH process(theoretical)model is combined organically with neural network(NN)and case-base reasoning(CBR),was established.The CBR method was used to select the operation mode and ...A hybrid neural network model,in which RH process(theoretical)model is combined organically with neural network(NN)and case-base reasoning(CBR),was established.The CBR method was used to select the operation mode and the RH operational guide parameters for different steel grades according to the initial conditions of molten steel,and a three-layer BP neural network was adopted to deal with nonlinear factors for improving and compensating the limitations of technological model for RH process control and end-point prediction.It was verified that the hybrid neural network is effective for improving the precision and calculation efficiency of the model.展开更多
dinitrotoluene(2,4 DNT), 2,6 dinitrotoluene(2,6 DNT) and 4 nitrotoluene(4 NT) are typical pollutants in the Songhua River of Northeast China. Sertoli/germ cell cocultures and single cell gel electrophoresis(SCGE) are ...dinitrotoluene(2,4 DNT), 2,6 dinitrotoluene(2,6 DNT) and 4 nitrotoluene(4 NT) are typical pollutants in the Songhua River of Northeast China. Sertoli/germ cell cocultures and single cell gel electrophoresis(SCGE) are applied to investigate whether they have genotoxicity on DNA damage of germ cell of Kunming male rat. The results showed that all three nitrotoluene compounds tested could induce DNA single strand breaks of the germ cell. A significant relationship is found between logarithm dose and the degree of DNA damage, which implies that 2,4 DNT, 2,6 DNT and 4 NT have genotoxicity and can induce the germ cell DNA strand to break in vitro.展开更多
Dinitrobenzene(1,4-DNB) is one of the preferential toxicants stipulated by OECD and EPA of USA. With Oryzias latipes, which were chosen as the acceptors according to the international standard, the acute, subacute and...Dinitrobenzene(1,4-DNB) is one of the preferential toxicants stipulated by OECD and EPA of USA. With Oryzias latipes, which were chosen as the acceptors according to the international standard, the acute, subacute and accumulative toxicity experiments were conducted. The threshold mass concentration of O.latipes was 1.360 mg/L. The subacute experiment showed that O.latipes were hardly affected when the mass concentration of 1,4-DNB was 0.0292 mg/L, but were significantly affected when the mass concentration of 1,4-DNB was 0.0420, 0.0608 or 0.0875 mg/L in contrast to the control sample(P<0.05). The accumulative rate(K) was 1.21. This shows that there are significant accumulative actions of 1,4-DNB in fish. When the mass concentration of 1,4-DNB is in the range of 0.032_0.320 mg/L, the higher the 1,4-DNB concentration, the more strongly the Na +/K +-ATPase is inhibited. The calculated IC_ 50 values in gill, kidney and liver of O. latipes are 0.128, 0.132 and 0.428 mg/L, respectively.展开更多
基金Item Sponsored by National Natural Science Foundation of China(50074026)
文摘A hybrid neural network model,in which RH process(theoretical)model is combined organically with neural network(NN)and case-base reasoning(CBR),was established.The CBR method was used to select the operation mode and the RH operational guide parameters for different steel grades according to the initial conditions of molten steel,and a three-layer BP neural network was adopted to deal with nonlinear factors for improving and compensating the limitations of technological model for RH process control and end-point prediction.It was verified that the hybrid neural network is effective for improving the precision and calculation efficiency of the model.
文摘dinitrotoluene(2,4 DNT), 2,6 dinitrotoluene(2,6 DNT) and 4 nitrotoluene(4 NT) are typical pollutants in the Songhua River of Northeast China. Sertoli/germ cell cocultures and single cell gel electrophoresis(SCGE) are applied to investigate whether they have genotoxicity on DNA damage of germ cell of Kunming male rat. The results showed that all three nitrotoluene compounds tested could induce DNA single strand breaks of the germ cell. A significant relationship is found between logarithm dose and the degree of DNA damage, which implies that 2,4 DNT, 2,6 DNT and 4 NT have genotoxicity and can induce the germ cell DNA strand to break in vitro.
文摘Dinitrobenzene(1,4-DNB) is one of the preferential toxicants stipulated by OECD and EPA of USA. With Oryzias latipes, which were chosen as the acceptors according to the international standard, the acute, subacute and accumulative toxicity experiments were conducted. The threshold mass concentration of O.latipes was 1.360 mg/L. The subacute experiment showed that O.latipes were hardly affected when the mass concentration of 1,4-DNB was 0.0292 mg/L, but were significantly affected when the mass concentration of 1,4-DNB was 0.0420, 0.0608 or 0.0875 mg/L in contrast to the control sample(P<0.05). The accumulative rate(K) was 1.21. This shows that there are significant accumulative actions of 1,4-DNB in fish. When the mass concentration of 1,4-DNB is in the range of 0.032_0.320 mg/L, the higher the 1,4-DNB concentration, the more strongly the Na +/K +-ATPase is inhibited. The calculated IC_ 50 values in gill, kidney and liver of O. latipes are 0.128, 0.132 and 0.428 mg/L, respectively.
