A comprehensive review on deep learning approaches for short-term load forecasting
Y Eren, İ Küçükdemiral - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
The balance between supplied and demanded power is a crucial issue in the economic
dispatching of electricity energy. With the emergence of renewable sources and data-driven …
dispatching of electricity energy. With the emergence of renewable sources and data-driven …
A review on optimal energy management of multimicrogrid system considering uncertainties
Microgrid (MG) is one of the most effective solution to integrate distributed renewable energy
into power system. However, modern MG has several technical challenges such as …
into power system. However, modern MG has several technical challenges such as …
A hybrid robust-interval optimization approach for integrated energy systems planning under uncertainties
The presence of multiple uncertainties in demand response and renewable energy
generation significantly impeded the planning of integrated energy systems (IES). To …
generation significantly impeded the planning of integrated energy systems (IES). To …
Enhancing operation flexibility of distributed energy systems: A flexible multi-objective optimization planning method considering long-term and temporary objectives
Z Tian, X Li, J Niu, R Zhou, F Li - Energy, 2024 - Elsevier
Flexibility is a crucial capability that distributed energy systems need to possess. Flexible
distributed energy systems can attain the objectives of daily economic operation for users …
distributed energy systems can attain the objectives of daily economic operation for users …
A Bi-level optimization strategy for electric vehicle retailers based on robust pricing and hybrid demand response
W Meng, D Song, L Huang, X Chen, J Yang, M Dong… - Energy, 2024 - Elsevier
The high penetration of electric vehicles (EVs) poses both opportunities and challenges for
power systems. EV retailers, playing a critical role in the demand response mechanism, face …
power systems. EV retailers, playing a critical role in the demand response mechanism, face …
[HTML][HTML] A new framework for electricity price forecasting via multi-head self-attention and CNN-based techniques in the competitive electricity market
Due to recent technical improvements, the smart grid has become a feasible platform for
electricity market participants to successfully regulate their bidding process based on …
electricity market participants to successfully regulate their bidding process based on …
Renewable-based microgrids' energy management using smart deep learning techniques: Realistic digital twin case
Q Li, Z Cui, Y Cai, Y Su, B Wang - Solar Energy, 2023 - Elsevier
In this research study, a novel demand response program (DRP) has been proposed for
renewable-based microgrids (MGs) which takes into account the high penetration of tidal …
renewable-based microgrids (MGs) which takes into account the high penetration of tidal …
Flexibility quantification and enhancement of flexible electric energy systems in buildings
Y Bai, W Zhang, T Yu, J Wang, G Deng, J Yan… - Journal of Building …, 2023 - Elsevier
The problems of continuous rise in global power consumption, gradual increase in the peak–
valley difference of power systems, and continuous expansion of renewable energy …
valley difference of power systems, and continuous expansion of renewable energy …
Bi-level multi-objective robust optimization for performance improvements in integrated energy system with solar fuel production
T Ren, R Li, X Li - Renewable Energy, 2023 - Elsevier
The authors design an integrated energy system with solar fuel preparation as the core,
integrating cooling, heating, electricity and fuel cell vehicles, aiming to meet the multiple …
integrating cooling, heating, electricity and fuel cell vehicles, aiming to meet the multiple …
Economic management and planning based on a probabilistic model in a multi-energy market in the presence of renewable energy sources with a demand-side …
S Bodong, J Wiseong, L Chengmeng, A Khakichi - Energy, 2023 - Elsevier
A key issue in the optimal operation of power systems is the economically efficient use of
microgrids while considering demand-side management. Implementation of demand-side …
microgrids while considering demand-side management. Implementation of demand-side …