[HTML][HTML] Implementation of artificial intelligence techniques in microgrid control environment: Current progress and future scopes
Microgrids are gaining popularity by facilitating distributed energy resources (DERs) and
forming essential consumer/prosumer centric integrated energy systems. Integration …
forming essential consumer/prosumer centric integrated energy systems. Integration …
Reinforcement learning approach to autonomous PID tuning
Many industrial processes utilize proportional-integral-derivative (PID) controllers due to
their practicality and often satisfactory performance. The proper controller parameters …
their practicality and often satisfactory performance. The proper controller parameters …
Toward data-driven optimal control: A systematic review of the landscape
This literature review extends and contributes to research on the development of data-driven
optimal control. Previous reviews have documented the development of model-based and …
optimal control. Previous reviews have documented the development of model-based and …
Grid-forming inverter enabled virtual power plants with inertia support capability
Modern energy systems are experiencing the transition towards renewable-powered ones.
Some conventional thermal units based on synchronous machines are gradually …
Some conventional thermal units based on synchronous machines are gradually …
Simultaneous optimization of virtual synchronous generators parameters and virtual impedances in islanded microgrids
B Pournazarian, R Sangrody… - … on Smart Grid, 2022 - ieeexplore.ieee.org
An islanded microgrid (MG) including low-inertia converter-based distributed generations
(DGs) is subjected to instability. The virtual inertia concept was proposed to alleviate the …
(DGs) is subjected to instability. The virtual inertia concept was proposed to alleviate the …
Optimal allocation of virtual inertia and droop control for renewable energy in stochastic look-ahead power dispatch
To stabilize the frequency of the renewable energy sources (RESs) dominated power
system, frequency supports are required by RESs through virtual inertia emulation or droop …
system, frequency supports are required by RESs through virtual inertia emulation or droop …
Distributed fixed-time optimal resource management for microgrids
This article studies the problem of distributed cooperative resource management for
Microgrids. In order to maximize the social welfare, a distributed fixed-time consensus …
Microgrids. In order to maximize the social welfare, a distributed fixed-time consensus …
Distributed power sharing control for islanded single-/three-phase microgrids with admissible voltage and energy storage constraints
This article investigates power sharing and power quality improvement issues of islanded
single-/three-phase microgrids (S/T-MGs) where both sources and loads are unbalanced. A …
single-/three-phase microgrids (S/T-MGs) where both sources and loads are unbalanced. A …
Hybrid gravitational–firefly algorithm-based load frequency control for hydrothermal two-area system
The load frequency control (LFC) and tie-line power are the key deciding factors to evaluate
the performance of a multiarea power system. In this paper, the performance analysis of a …
the performance of a multiarea power system. In this paper, the performance analysis of a …
Virtual synchronous generator control using twin delayed deep deterministic policy gradient method
This article presents a data-driven approach that adaptively tunes the parameters of a virtual
synchronous generator to achieve optimal frequency response against disturbances. In the …
synchronous generator to achieve optimal frequency response against disturbances. In the …