A literature survey on load frequency control considering renewable energy integration in power system: Recent trends and future prospects

M Ranjan, R Shankar - Journal of Energy Storage, 2022‏ - Elsevier
The electrical power system has experienced several changes during the last decade,
raised by continuously increasing load demand, rapid depletion in fossil fuels, and newly …

Modelling, applications, and evaluations of optimal sizing and placement of distributed generations: A critical state‐of‐the‐art survey

B Yang, L Yu, Y Chen, H Ye, R Shao… - … Journal of Energy …, 2021‏ - Wiley Online Library
Distributed generation (DG) has attracted significant attention due to its great potential for
enhancing economical and technical performance of power systems and reducing …

Efficient experience replay based deep deterministic policy gradient for AGC dispatch in integrated energy system

J Li, T Yu, X Zhang, F Li, D Lin, H Zhu - Applied energy, 2021‏ - Elsevier
To balance the stochastic power disturbance in integrated energy system (IES), a novel
automatic generation control (AGC) dispatch is proposed by taking account of the regulation …

Optimal mileage-based PV array reconfiguration using swarm reinforcement learning

X Zhang, C Li, Z Li, X Yin, B Yang, L Gan… - Energy Conversion and …, 2021‏ - Elsevier
This paper constructs a new optimal mileage-based PV array reconfiguration (OMAR) in a
PV power plant under partial shading conditions. It aims to maximize the power output of a …

Relaxed deep generative adversarial networks for real-time economic smart generation dispatch and control of integrated energy systems

L Yin, B Zhang - Applied Energy, 2023‏ - Elsevier
The randomness of renewable energy connected to power systems cannot satisfy the
frequency stability and economic dispatch of integrated energy systems. The conventional …

Designing of Robust Frequency Stabilization Using Optimized MPC-() Controller for High Order Interconnected Renewable Energy Based Power Systems

MM Gulzar - Protection and Control of Modern Power Systems, 2023‏ - ieeexplore.ieee.org
The challenge of controlling frequency becomes greater as the complexity of a power
network increases. The stability of a power system is highly dependent upon the robustness …

Decentralized optimized integral sliding mode-based load frequency control for interconnected multi-area power systems

HH Alhelou, N Nagpal, N Kassarwani, P Siano - IEEE Access, 2023‏ - ieeexplore.ieee.org
In this paper, a decentralized load frequency control (LFC) is proposed for the frequency
regulation of multi-area power systems applying optimized integral sliding mode control …

Emergency fault affected wide-area automatic generation control via large-scale deep reinforcement learning

J Li, T Yu, X Zhang - Engineering Applications of Artificial Intelligence, 2021‏ - Elsevier
When a complex large power system is in an emergency, the conventional discrete
emergency control strategy implemented will cause excess load or derivative accidents like …

Short-term power generation forecasting of a photovoltaic plant based on PSO-BP and GA-BP neural networks

Y Li, L Zhou, P Gao, B Yang, Y Han… - Frontiers in Energy …, 2022‏ - frontiersin.org
With the improvement in the integration of solar power generation, photovoltaic (PV) power
forecasting plays a significant role in ensuring the operation security and stability of power …