In this paper, solar irradiance, ambient wind speed and power load are emulated by regulating the electric heating power, the centrifugal fan speed and the load resistance to emulate the operation condition of the solar dish Stirling power generation (SDS) system.The couple effects on the generated power and thermoelectric efficiency of a free pist
This paper proposes a new fiber Bragg grating central wavelength interrogation system by combining evolutionary algorithm and machine learning techniques integrated with an unsupervised autoencoder (AE) pre-training strategy.The proposed unsupervised AE pre-training convolution neural network (CNN) allows training of the convolutional layers indepe
In a modern stage of national economic unit-intertwine conditions the process of transnationalization and internationalizations concern to every country, including Georgia.Transnazionalization, as a process the important subjects are transnational companies, their business in different countries supports to develop Shoulder Bag national economy and
Climate change is likely to increase the frequency of drought and more extreme precipitation events.The objectives of this study were i) to assess the impact of extended drought followed by heavy precipitation events on yield and soil organic carbon (SOC) under historical and future climate, and ii) to evaluate the effectiveness of climate adaptati