Short-Term Photovoltaic Power Forecasting Based on Long Short Term Memory Neural Network and Attention Mechanism

Zhou, Hangxia; Zhang, Yujin; Yang, Lingfan; Liu, Qian; Yan, Ke; Du, Yang

doi:10.1109/access.2019.2923006

Public

Short-Term Photovoltaic Power Forecasting Based on Long Short Term Memory Neural Network and Attention Mechanism

Published in IEEE Access • Jan 1, 2019

Authors:

Hangxia Zhou

Yujin Zhang

Lingfan Yang

Abstract

Photovoltaic power generation forecasting is an important topic in the field of sustainable power system design, energy conversion management, and smart grid construction. Difficulties arise while the generated PV power is usually unstable due to the variability of solar irradiance, temperature, and...

Subject

Term (time)

Computer science

Artificial neural network

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