Multiarea inertia estimation using convolutional neural networks and federated learning
With the increase in penetration of renewable energy sources (RES), traditional inertia
estimation techniques based purely on the number of online synchronous generators are …
estimation techniques based purely on the number of online synchronous generators are …
[HTML][HTML] Model-free inertia estimation in bulk power grids through O-splines
D Rodales, A Zamora-Mendez, JA de la O Serna… - International Journal of …, 2023 - Elsevier
This paper proposes a novel methodology to precisely estimate the generation units' inertia
constant by using the wide-area monitoring systems (WAMS) information of bulk power …
constant by using the wide-area monitoring systems (WAMS) information of bulk power …
[HTML][HTML] Real-time estimation of time-varying inertia for non-synchronous devices using streaming dynamic mode decomposition
With the increasing integration of renewable and non-synchronous resources, the declining
level of inertia poses a threat to the stability of power systems. This paper delves into the …
level of inertia poses a threat to the stability of power systems. This paper delves into the …
Power system inertia estimation method based on maximum frequency deviation
B Wang, H Sun, W Li, C Yang, W Wei… - IET Renewable …, 2022 - Wiley Online Library
In order to solve the problem that the inertia estimation method based on the rate of change
of frequency (RoCoF) is only applicable to the centre of inertia (COI) frequency, a novel …
of frequency (RoCoF) is only applicable to the centre of inertia (COI) frequency, a novel …
[HTML][HTML] Data-driven assessment of center of inertia and regional inertia content considering load contribution
The inertia displacement in power grids, caused by the massive integration of renewable
energy resources (RES) and responsive loads, has become one of the biggest challenges to …
energy resources (RES) and responsive loads, has become one of the biggest challenges to …
Artificial Intelligence (AI) Advanced Techniques for Real-Time Inertia Estimation in Renewable-Based Power Systems
In modern power systems with increasing renewable energy integration, accurate estimation
of time-varying inertia is critical for ensuring grid stability and resilience. This paper …
of time-varying inertia is critical for ensuring grid stability and resilience. This paper …
Online Estimation of Area-Level Inertia Considering Inter-Area Equivalent Frequency Dynamics
Online estimation of area-level inertia is important for frequency stability control in low-inertia
power systems. This paper proposes an area-level inertia online estimation method …
power systems. This paper proposes an area-level inertia online estimation method …
Quantification of virtual inertia from derivative control using a recursive least square with a weighted forgetting method
As research interest is growing in accurately monitoring the inertia values in contemporary
networks, there is a challenge on quantifying the virtual inertia contribution from converter …
networks, there is a challenge on quantifying the virtual inertia contribution from converter …
基于系统模型在线估计的微网频率预测控制
宁静波, 黄媛, 唐志远, 王镜峣, 吴国梁 - 电力建设, 2024 - epjournal.csee.org.cn
频率控制是保证微网安全稳定运行的一项重要措施. 在实际微网中, 由于新能源出力的强波动性,
微网系统参数和运行状态时刻发生变化, 传统基于固定参数模型设计的频率控制策略自适应能力 …
微网系统参数和运行状态时刻发生变化, 传统基于固定参数模型设计的频率控制策略自适应能力 …
Adaptive virtual inertia calculation for a virtual synchronous generator-based building-to-building grid
MB Gebremariam, PG Fernández… - 2022 IEEE Energy …, 2022 - ieeexplore.ieee.org
The paper presents an adaptive inertia calculation in a virtual synchronous generator (VSG)
based on a building-to-building (B2B) distribution system. Adaptation of the virtual inertia …
based on a building-to-building (B2B) distribution system. Adaptation of the virtual inertia …