Photovoltaic power analysis and prediction using machine learning methods

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Abstract

The stochastic nature of Photovoltaic power directly affects the stability of the grid. PV power forecasting allows power stations to know beforehand how much PV power will be available, which ensures that the grid remains in stabilized condition. PV power from India is analyzed and predicted using machine learning methods

Description

Keywords

Photovoltaic, Random Forest, Confusion Matrix

Graduation Month

August

Degree

Master of Science

Department

Department of Electrical and Computer Engineering

Major Professor

Mohammad Bagher Shadmand

Date

2021

Type

Report

Citation