Electrical Energy Price dataset - IEX data
Description
Electrical energy price dataset is developed by collecting the hourly price data from during the period between 01-01-2021 and 31-08-2023. During this period have total (365+365+243=973) days. Each day have 24 hours, and collected hourly price data, so total 23352 hourly electrical energy price samples are collected from IEX. Reconstructed whole dataset in such a way that electrical energy price at particular hour of the day is able to predict based on last two hours (L(T-1),L(T-2)) and last two days load data (L(T-24),L(T-48)), last two hours and last two days electricity price data (P(T-1), P(T-2), P(T-24), P(T-48)), season and day status (Day) same as active power load dataset. Hence the developed load dataset has total 10 input features i.e. L(T-1),L(T-2), L(T-24),L(T-48), P(T-1), P(T-2), P(T-24), P(T-48), Season and Day. Whereas output variable or predicted variable i.e., electrical energy price is only one P(T). This whole dataset has total 23,304 sample and 11 features (10 input features and 1 output feature)