[HTML][HTML] Frequency stability issues and research opportunities in converter dominated power system

A Shrestha, F Gonzalez-Longatt - Energies, 2021 - mdpi.com
Stable power supply has become a crucial thing in the current era of technology and
automation. Although the power system has multiple stability issues and causes, frequency …

Deep learning-based time-varying parameter identification for system-wide load modeling

M Cui, M Khodayar, C Chen, X Wang… - … on Smart Grid, 2019 - ieeexplore.ieee.org
The integration of uncertain power resources is causing more challenges for traditional load
modeling research. Parameter identification of load modeling is impacted by a variety of …

WECC composite load model parameter identification using evolutionary deep reinforcement learning

F Bu, Z Ma, Y Yuan, Z Wang - IEEE Transactions on Smart Grid, 2020 - ieeexplore.ieee.org
Due to the increasing penetration of distributed energy resources (DERs), the load
composition in distribution grids has significantly changed. This inverter-based device has …

Two-stage WECC composite load modeling: A double deep Q-learning networks approach

X Wang, Y Wang, D Shi, J Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the increasing complexity of modern power system, conventional dynamic load
modeling with ZIP and induction motors (ZIP+ IM) is no longer adequate to address the …

Data-driven dynamic models of active distribution networks using unsupervised learning techniques on field measurements

G Mitrentsis, H Lens - IEEE Transactions on Smart Grid, 2021 - ieeexplore.ieee.org
The development of realistic dynamic models for active distribution networks (ADNs) is a
challenging problem faced by both the transmission system operators and academia due to …

Decentralized and coordinated Vf control for islanded microgrids considering DER inadequacy and demand control

B She, F Li, H Cui, J Wang, L Min… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This paper proposes a decentralized and coordinated voltage and frequency (Vf) control
framework for islanded microgrids, with full consideration of the limited capacity of …

Imitation and transfer Q-learning-based parameter identification for composite load modeling

J Xie, Z Ma, K Dehghanpour, Z Wang… - Ieee transactions on …, 2020 - ieeexplore.ieee.org
Fast and accurate load parameter identification has a large impact on power systems
operation and stability analysis. This article proposes a novel Imitation and Transfer Q …

SVM-based parameter identification for composite ZIP and electronic load modeling

C Wang, Z Wang, J Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes a parameter identification technique for composite ZIP and electronic
loads by leveraging the support vector machine (SVM) approach. Since the active power …

Robust time-varying synthesis load modeling in distribution networks considering voltage disturbances

M Cui, J Wang, Y Wang, R Diao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Uncertain power sources are increasingly integrated into distribution networks and causes
more challenges for the traditional load modeling. A variety of distributed load components …

Impact study of demand response program on the resilience of dynamic clustered distribution systems

T Khalili, A Bidram, MJ Reno - IET Generation, Transmission & …, 2020 - Wiley Online Library
Natural disasters, faults, or the sudden outage of major energy resources can create
resilience issues in power systems. Modern distribution systems can reconfigure due to the …