Performance Analysis of Statistical, Machine Learning and Deep Learning Models in Long-Term Forecasting of Solar Power Production

Performance Analysis of Statistical, Machine Learning and Deep Learning Models in Long-Term Forecasting of Solar Power Production

The Machine Learning/Deep Learning (ML/DL) forecasting model has helped stakeholders overcome uncertainties associated with renewable energy resources and time planning for probable near-term power fluctuations. Nevertheless, the effectiveness of long-term forecasting of renewable energy resources u...

Full description

Bibliographic Details
Main Authors: Ashish Sedai, Rabin Dhakal, Shishir Gautam, Anibesh Dhamala, Argenis Bilbao, Qin Wang, Adam Wigington, Suhas Pol
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Forecasting
Subjects:
long-term forecasting
statistical
machine learning
neural network
prediction horizon
Online Access:https://www.mdpi.com/2571-9394/5/1/14

Similar Items

Similar Items