Active Power Load and Electrical Energy Price Datasets for Load and Price Forecasting
摘要
Short term electric power load is an essential task for successful energy trading, smooth operation and planning of transmission andDistribution network distribution networksDistribution network. AccurateAccurate electrical energyElectrical Energy price forecasting is required for successful energy trading. Many deep learning based approaches are using for the accurateAccurate forecasting of load and price. Even consider the most popular deep learning model also some times not able to forecast the loadLoad and price accurately if it is trained with bad data. So, more focus is required on data preparation. In this paper, active powerActive power load dataset and electrical energy price datasets are presented along with various statistical features and other data pre-processing techniques. To prepare the active powerActive power load dataset and electrical energyElectrical Energy price dataset, practical hourly loadLoad and price data is collected from Indian Energy Exchange (IEX) for the period between 01-01-2021 and 31-08-2023.