On data-driven modeling and control in modern power grids stability: Survey and perspective
Modern power grids are fast evolving with the increasing volatile renewable generation,
distributed energy resources (DERs) and time-varying operating conditions. The DERs …
distributed energy resources (DERs) and time-varying operating conditions. The DERs …
Stochastic wind energy integrated multi source power system control via a novel model predictive controller based on Harris Hawks optimization
Combined voltage and frequency control is a critical control problem of modern power
system to avoid blackouts. This paper discusses the simultaneous voltage and frequency …
system to avoid blackouts. This paper discusses the simultaneous voltage and frequency …
Synchrophasor Technology Applications and Optimal Placement of Micro-Phasor Measurement Unit (μPMU): Part II
In the first part of this paper, a comprehensive analysis has been conducted on the utilization
of Synchrophasor Measurement (SM) and distribution SM in enhancing situation awareness …
of Synchrophasor Measurement (SM) and distribution SM in enhancing situation awareness …
A data-driven koopman approach for power system nonlinear dynamic observability analysis
A prerequisite to dynamic state estimation of a stochastic nonlinear dynamic model of a
power system is its observability analysis. However, due to the model nonlinearity, the …
power system is its observability analysis. However, due to the model nonlinearity, the …
A novel Koopman-inspired method for the secondary control of microgrids with grid-forming and grid-following sources
This paper proposes an online data-driven Koopman-inspired identification and control
method for microgrid secondary voltage and frequency control. Unlike typical data-driven …
method for microgrid secondary voltage and frequency control. Unlike typical data-driven …
Online Dynamic Security Assessment: Using Hybrid Physics-Guided Deep Learning Models
G Lu, S Bu - IEEE Transactions on Industrial Informatics, 2024 - ieeexplore.ieee.org
Two main tasks of online dynamic security assessment (DSA) are real-time state monitoring
and postfault transient trajectory prediction. For the first task, the model-based methods are …
and postfault transient trajectory prediction. For the first task, the model-based methods are …
Distributed Containment Control Strategy for the Dynamic Stabilization of Integrated Energy System With Multiple Virtual Leaders
H Han, H Zhang, J Yang, L Yang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article is concerned with the global dynamic stability problem of integrated energy
system (IES) in a distributed fashion. An information energy coupling framework is …
system (IES) in a distributed fashion. An information energy coupling framework is …
Analytical large-signal modeling of inverter-based microgrids with koopman operator theory for autonomous control
The microgrid (MG) plays a crucial role in the energy transition, but its nonlinearity presents
a significant challenge for large-signal power systems studies in the electromagnetic …
a significant challenge for large-signal power systems studies in the electromagnetic …
Per-Phase Unsymmetrical Adaptive Derivative Optimized Droop for Mitigating Voltage Quality Issues of Unbalanced Islanded Microgrids.
The proliferation of unbalanced linear and nonlinear loads in microgrids degrades the
voltage quality at the inverter terminals, and thus, load terminals receive unbalanced and …
voltage quality at the inverter terminals, and thus, load terminals receive unbalanced and …
Modularized bilinear Koopman operator for modeling and predicting transients of microgrids
Modularized Koopman bilinear form (M-KBF) is presented to model and predict the transient
dynamics of microgrids in the presence of disturbances. As a scalable data-driven approach …
dynamics of microgrids in the presence of disturbances. As a scalable data-driven approach …