Review on deep learning applications in frequency analysis and control of modern power system
The penetration of renewable energy resources (RES) generation and the interconnection of
regional power grids in wide area and large scale have led the modern power system to …
regional power grids in wide area and large scale have led the modern power system to …
Optimal operation of integrated electricity and heat system: A review of modeling and solution methods
The optimal operation of the integrated electricity and heat systems (IEHS) can bring
environmental benefits, reduce the operational cost, and achieve high penetration levels of …
environmental benefits, reduce the operational cost, and achieve high penetration levels of …
Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning …
Multi-uncertainties from power sources and loads have brought significant challenges to the
stable demand supply of various resources at islands. To address these challenges, a …
stable demand supply of various resources at islands. To address these challenges, a …
A hybrid grasshopper optimization algorithm and harris hawks optimizer for combined heat and power economic dispatch problem
M Ramachandran, S Mirjalili, M Nazari-Heris… - … Applications of Artificial …, 2022 - Elsevier
Abstract The Combined Heat and Power Economic Dispatch (CHPED) is a real-world
optimization problem with several complex constraints that has been a topic of studies …
optimization problem with several complex constraints that has been a topic of studies …
Deep reinforcement learning based optimization for a tightly coupled nuclear renewable integrated energy system
Z Yi, Y Luo, T Westover, S Katikaneni, B Ponkiya… - Applied Energy, 2022 - Elsevier
New ways to integrate energy systems to maximize efficiency are being sought to meet
carbon emissions goals. Nuclear-renewable integrated energy system (NR-IES) concepts …
carbon emissions goals. Nuclear-renewable integrated energy system (NR-IES) concepts …
[HTML][HTML] AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning
A Dreher, T Bexten, T Sieker, M Lehna, J Schütt… - Energy Conversion and …, 2022 - Elsevier
Hydrogen-based energy storage has the potential to compensate for the volatility of
renewable power generation in energy systems with a high renewable penetration. The …
renewable power generation in energy systems with a high renewable penetration. The …
Deep reinforcement learning for smart grid operations: algorithms, applications, and prospects
With the increasing penetration of renewable energy and flexible loads in smart grids, a
more complicated power system with high uncertainty is gradually formed, which brings …
more complicated power system with high uncertainty is gradually formed, which brings …
Real-time fast charging station recommendation for electric vehicles in coupled power-transportation networks: A graph reinforcement learning method
With the increasing penetration rate of electric vehicles, the fast charging demands of
electric vehicles will have a significant influence on the operation of coupled power …
electric vehicles will have a significant influence on the operation of coupled power …
Combined heat and power economic dispatch using an adaptive cuckoo search with differential evolution mutation
Q Yang, P Liu, J Zhang, N Dong - Applied Energy, 2022 - Elsevier
In power system operation, the combined heat and power economic dispatch (CHPED) is an
attractive and momentous optimization problem where the major objective is to find an …
attractive and momentous optimization problem where the major objective is to find an …
A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch
M Ramachandran, S Mirjalili, MM Ramalingam… - Expert Systems with …, 2022 - Elsevier
This paper attempts to obtain optimal generation scheduling for Combined Heat and Power
Economic Dispatch (CHPED) problems and seeking a possible solution for the global …
Economic Dispatch (CHPED) problems and seeking a possible solution for the global …