Budgeting planning plays an important role in coordinating activities in organizations. An accurate sales volume forecasting is the key to the entire budgeting process. All of the other parts of the master budget are dependent on the sales volume forecasting in some way. If the sales volume forecasting is sloppily done, then the rest of the budgeting process is largely a waste of time. Therefor...

to modify consumption patterns, the act of 93 was drafted to increase the gas price and it was expected by applying this new act in the second round of subsidies system, household gas consumption will changed in a proper way. the plan seems unsuccessful and this suggest the role of other factors like cultural one which may shape people behavior.this study aims at researching culture factors und...

Power consumption forecasting is a crucial need for power management to achieve sustainable energy. The demand increasing over time, while the of possesses challenges with nonlinearity patterns and various noise in datasets. To this end, paper proposes RobustSTL temporal convolutional network (TCN) model forecast hourly consumption. Through RobustSTL, instead standard STL, decomposition method ...

Natural gas plays an important role in industry as a clean energy, with the intensification of Russia-Ukraine war, there is large-scale energy shortage Europe, and natural supply Europe has crisis due to cut-off Nord Stream No.1 pipeline. Therefore, it necessary accurately predict consumption gas. In order fulfill this requirement, paper uses Lagrangian Support Vector Regression model Sorensen ...