Data-driven modeling of power system dynamics: Challenges, state of the art, and future work
With the continual deployment of power-electronics-interfaced renewable energy resources,
increasing privacy concerns due to deregulation of electricity markets, and the diversification …
increasing privacy concerns due to deregulation of electricity markets, and the diversification …
Aggregate data‐driven dynamic modeling of active distribution networks with DERs for voltage stability studies
S Subedi, JD Vasquez‐Plaza… - IET Renewable …, 2024 - Wiley Online Library
Electric distribution networks increasingly host distributed energy resources based on power
electronic converter (PEC) toward active distribution networks (ADN). Despite advances in …
electronic converter (PEC) toward active distribution networks (ADN). Despite advances in …
[HTML][HTML] Automated Data–Driven Model Extraction and Validation of Inverter Dynamics with Grid Support Function
This research focuses on the evolving dynamics of the power grid, where traditional
synchronous generators are being replaced by non-synchronous power electronic converter …
synchronous generators are being replaced by non-synchronous power electronic converter …
Experimentation in Exploring Photovoltaic Inverter Dynamics Under Different Irradiance Levels Through a Data-Driven Approach
As conventional direct connections of synchronous generators are being phased out,
inverter-based resources (IBRs) with grid support functions are increasingly being integrated …
inverter-based resources (IBRs) with grid support functions are increasingly being integrated …
Data-Driven Modeling of Grid-Forming Inverter Dynamics Using Power Hardware-in-the-Loop Experimentation
Recently, there is rapid integration of power electronic converter (PECs) into the power grid.
Most of these PECs are grid-following inverters, where weak grid operation becomes an …
Most of these PECs are grid-following inverters, where weak grid operation becomes an …
[图书][B] Dynamic Modeling of Commercial-off-the-shelf Smart Inverters Using Power-hardware-in-the-loop
B Poudel - 2023 - search.proquest.com
Inverter-based generation is replacing synchronous-based generation in the power grid. In
the past, due to the dominance of synchronous-based generation, inverter-based generation …
the past, due to the dominance of synchronous-based generation, inverter-based generation …
[图书][B] Probing Signal-based Data-driven Modeling of Power Electronics Smart Converter Dynamics Using Power Hardware-in-the-loop
N Guruwacharya - 2023 - search.proquest.com
The main objective of this dissertation is to develop a generalized simulation and modeling
framework for extracting dynamics of power electronic converters (PECs) with grid support …
framework for extracting dynamics of power electronic converters (PECs) with grid support …
Leveraging Data-Driven Models for Accurate Analysis of Grid-Tied Smart Inverters Dynamics
The integration of power electronic converters (PECs) and distributed energy resources
(DERs) in modern power systems has introduced dynamism and complexity. Accurate …
(DERs) in modern power systems has introduced dynamism and complexity. Accurate …
Hybrid Modeling of Three-Phase Grid-Supporting Inverters for Dynamic Studies
Grid technologies connected by power electronic converter (PEC) interfaces continually
implement grid support functions mandated by grid codes and standards. The transition to …
implement grid support functions mandated by grid codes and standards. The transition to …
Equivalent Model of Photovoltaic System Dynamics Using Neural Network
Dynamic simulation of distribution grids with high penetration of photovoltaic (PV) systems is
computationally demanding. The existing PV models, including electromagnetic transient …
computationally demanding. The existing PV models, including electromagnetic transient …