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Wind energy is supplying an increasing proportion of demand in the electrical grid. An accompanied problem is that the operational reliability of the power system is affected by the inherent uncertainty and stochastic variation of wind generation which also leads to the wind power forecasts of low accuracy. Therefore, the point prediction of wind power produced by a traditional deterministic forecasting...
Learning a deep architecture involves a tough issue called hyperparameter search. This is especially the case for convolutional neural networks with a large number of hyperparameters. To solve this problem, we propose a tensor completion method to predict the best architecture configurations for convolutional neural networks. This method is based on a hypothesis that the generalization performance...
The prevailing applications of fingerprint identification on ID cards has been a primary approach on security check at airport, automated border crossing and financial payments. This article, which mainly describes the applications of fingerprint identification on the ID documents, will also cover brief descriptions on fingerprint identification reader, their implementations and procedures. Even though...
Spatial distributions of soil Zn concentration in three horizontal soils in Guangdong, China, were surveyed and analyzed using geostatisitic and GIS. A total of 260 soil profiles data followed an approximately lognormal distribution. The Zn geometric mean concentration of 38.4 mg/kg in surface soils is higher than that in global soils. From A- to C-horizon Zn geometric mean concentrations had an increasing...
Effect of release height on atmosphere dispersion factor of radioactive effluent discharged from nuclear power plant was discussed in this paper. The atmosphere dispersion factor in nuclear accident was simulated by PAVAN model. Here, the effects of release height in two downwind distances as EAB and LPZ were considered. The results indicated that the atmosphere dispersion factor presented decrease...
The spatial distributions of soil organic matter (SOM) in three horizontal soils in Guangdong, China, were surveyed and analyzed using geostatisitic and GIS. A total of 260 soil profiles data followed an approximately lognormal distribution. The soil organic matter geometric mean concentration of 2.76% in surface soils is higher than that in global soils. From A- to C-horizon soil organic matter geometric...
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