Short-term Forecast of Multi-load of Electrical Heating and Cooling in Regional Integrated Energy System Based on Deep LSTM RNN

2020 ◽  
Author(s):  
Erjia Liu ◽  
Yuxuan Wang ◽  
Yongzhang Huang
Keyword(s):  
Energy System ◽  
Electrical Heating ◽  
Short Term ◽  
Short Term Forecast ◽  
Heating And Cooling ◽  
Term Forecast ◽  
Integrated Energy System

scholarly journals Principal Possibility of the Successful Nowcast and Short-Term Forecast in the Middle Atmosphere Based on the Observed UV Irradiance

2012 ◽  
Vol 2012 ◽  
pp. 1-7
Author(s):  
T. Egorova ◽  
E. Rozanov ◽  
A. V. Shapiro ◽  
W. Schmutz
Keyword(s):  
Climate Model ◽  
Middle Atmosphere ◽  
Satellite Measurements ◽  
Short Term ◽  
Short Term Forecast ◽  
Atmospheric Species ◽  
Term Forecast ◽  
Uv Irradiance ◽  
Solar Uv ◽  
Solar Uv Irradiance

We have applied chemistry-climate model (CCM) SOCOL to simulate the distribution of the temperature and gas species in the upper stratosphere and mesosphere. As an input for the simulation, we employ daily spectral solar UV irradiance measured by SUSIM instrument onboard UARS satellite in January 1992. We have carried out an ensemble of nine 1-month long simulations using slightly different initial states of the atmosphere. We have compared the obtained time evolution of the simulated species and temperature with available satellite measurements. The obtained results allowed us to define the areas where the nowcast and short-term forecast of the atmospheric species with CCM SOCOL could be successful.

scholarly journals Features of the functioning of financial pyramids using digital assets (using the example of the Finico project): criminological analysis

2021 ◽  
Vol 4 ◽  
pp. 104-109
Author(s):  
S. S. Grozin ◽  
◽  
ZH.V. Ostrovskikh ◽  
Keyword(s):  
Performance Indicators ◽  
Digital Technologies ◽  
Short Term ◽  
Short Term Forecast ◽  
Term Forecast ◽  
Criminological Analysis ◽  
Digital Assets

The article deals with the problem of the emergence and functioning of financial pyramids based on the use of digital assets, using the example of the «Finico» project. The main performance indicators are analyzed, as well as the reasons that influenced the success of this project, its scale and duration of existence are characterized. Particular attention is paid to the ways of organizing and carrying out illegal financial activities with signs of financial pyramids, and some measures are proposed to counter it. A short-term forecast of an increase in the number of crimes committed using information, telecommunications and digital technologies in this area is given.

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