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Machine Learning Tools In The Predictive Analysis Of Ercot Load Demand Data, Md Riyad Hossain
Machine Learning Tools In The Predictive Analysis Of Ercot Load Demand Data, Md Riyad Hossain
Theses and Dissertations
The electric load industry has seen a significant transformation over the last few decades, culminating in the establishment and implementation of electricity markets. This transition separates electric generation services into a distinct, more competitive sector of the industry, allowing for the introduction of greater unpredictability into the system. Forecasting power system load has developed into a core research area in power and energy demand engineering in order to maintain a constant balance between electricity supply and demand. The purpose of this thesis dissertation is to reduce power system uncertainty by improving forecasting accuracy through the use of sophisticated machine …