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Frequency-Domain Decomposition and Deep Learning Based Solar PV Power Ultra-Short-Term Forecasting Model

Yan, Jichuan; Hu, Lin; Zhen, Zhao; Wang, Fei; Qiu, Gang; Li, Yu; Yao, Liangzhong; Shafie-khah, Miadreza; Catalão, João P. S. (IEEE, 25.04.2021)
article

Ultra-short-term photovoltaic (PV) power forecasting can support the real-time dispatching of the power grid. However, PV power has great fluctuations due to various meteorological factors, which increase energy prices and ...
Optimal Scheduling of Gas and Electricity Distribution Networks in Microgrids : A Decomposition Approach

Shahbazbegian, Vahid; Ameli, Hossein; Shafie-khah, Miadreza; Laaksonen, Hannu; Ameli, Mohamad Taghi; Strbac, Goran (IEEE, 19.08.2022)
article

The transition towards increasingly renewables-based energy system is ongoing. During this transition microgrids are seen as a key concept and sub-system which can enable the transition and improve the security of supply ...
Techno-economic assessment of energy storage systems in multi-energy microgrids utilizing decomposition methodology

Shahbazbegian, Vahid; Dehghani, Farnam; Shafiyi, Mohammad Agha; Shafie-khah, Miadreza; Laaksonen, Hannu; Ameli, Hossein (Elsevier, 18.08.2023)
article

Renewable resources and energy storage systems integrated into microgrids are crucial in attaining sustainable energy consumption and energy cost savings. This study conducts an in-depth analysis of diverse storage systems ...