Very Short-Term Solar Power Forecasting Using a Frequency Incorporated Deep Learning Model

This paper aims to forecast solar power in very short horizons to assist in real-time distribution system operations. Popular machine learning methods for time series forecasting are studied, including recurrent neural networks with Long Short-Term Memory (LSTM). Although LSTM networks perform well...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Hossein Panamtash, Shahrzad Mahdavi, Qun Zhou Sun, Guo-Jun Qi, Hongrui Liu, Aleksandar Dimitrovski
বিন্যাস: প্রবন্ধ
ভাষা:English
প্রকাশিত: IEEE 2023-01-01
মালা:IEEE Open Access Journal of Power and Energy
বিষয়গুলি:
অনলাইন ব্যবহার করুন:https://ieeexplore.ieee.org/document/10179133/