Influence of Renewable Energy Sources on Day Ahead Optimal Power Flow Based on Meteorological Data Forecast Using Machine Learning: A Case Study of Johor Province

• Main Authors: Touma H.J., Mansor M., Rahman M.S.A., Mokhlis H., Ying Y.J.
• Other Authors: 57222640905
• Format: Article
• Published: Institute of Advanced Engineering and Science 2024
• Subjects: Forecasting; Machine learning; Meteorological data; Optimization; Regression models; Renewable energy

This article investigates a day ahead optimal power flow considering the intermittent nature of renewable energy sources that involved with weather conditions. The article integrates the machine learning into power system operation to predict precisely day ahead meteorological data (wind speed, temp...