Analysis of the impact of COVID-19 pandemic on the Brazilian distribution electricity market based on a socioeconomic regulatory model

Big Data Analytics for Spatio-Temporal Service Orders Demand Forecasting in Electric Distribution Utilities

“…The yellow triangles are the executed ESOs present in the first 5 months of the history of 2021, whereas the red dots are the forecasted SOs. At a quick glance, it can be seen that the prediction is quite precise, even when considering how out of the ordinary 2020 was for the country's energy companies in general, including Brazilian energy distribution companies [26,27]. Comparing the total executed SOs from history (5770) and the total forecasted services (5688), the difference is less than 2%, showing that the system has good accuracy.…”

Future assessment of the impact of the COVID-19 pandemic on the electricity market based on a stochastic socioeconomic model

“…In Web of Science, only ref. [9] was found (background of this paper). On the basis of Scopus, in addition to the previous reference [9] , three more works were found.…”

“…Costa et al [9] is the background research of this paper. The authors sought to assess the impact of the COVID-19 pandemic on the Brazilian distribution electricity market by applying the optimized tariff (TAROT) model in a time-independent/deterministic context.…”

“…This paper proposes substantial approach modifications and improvements concerning ref. [9] by introducing a time-dependent/stochastic model to assess the impact of the pandemic. A more in-depth analysis of the progress of this paper regarding ref.…”

“…A more in-depth analysis of the progress of this paper regarding ref. [9] is carried out in the novelty and contributions section ( Section 1.3 ).…”