Frontiers in Energy Research

Original Research

Published on 11 Feb 2026

Stability analysis and parameter optimization of SVG in renewable energy collection stations based frequency-domain admittance matrix

in Smart Grids

Changyu Li
Wenqing Lu
Huan Xie
Jie Tao
Pengwei Chen
Xin Chen
Xiuyi Shang

Frontiers in Energy Research

doi 10.3389/fenrg.2026.1767966

213 views

Original Research

Published on 10 Feb 2026

YOLOv8-FOD: a lightweight foreign object detection algorithm for power transmission lines

in Smart Grids

Wei Liu
Tao Yang
Dao Shi
Yufang Li
Liang Zhang
Jiansheng Liu

Frontiers in Energy Research

doi 10.3389/fenrg.2026.1745369

471 views

Original Research

Accepted on 09 Feb 2026

Dynamic Evaluation and Realization Mechanisms of Multi-Dimensional Benefits for Microgrids in New-Type Power Systems

in Smart Grids

Zhengdong Wan
Jinsong Zhang
Huang Yan

Frontiers in Energy Research

Original Research

Accepted on 09 Feb 2026

Online Capacity Detection of Distribution Transformers Based on Zero-Sequence Impedance Curve Matching

in Smart Grids

Yu-Xing Lei
Bo Li
Meng- Meng Zhu
Yao-Hua Liao
Ren-Jie Guo
Ming-Gui Yang
Xin-Dong Zhang

Frontiers in Energy Research

Mini Review

Published on 09 Feb 2026

Integration of AI-driven digital twins for real-time optimization of renewable energy grids

in Smart Grids

Chinyere Nneoma Ugwu
Fabian Chukwudi Ogenyi
Jovita Nnenna Ugwu
Paul-Chima Okechukwu Ugwu
Micheal Ben Okon

Frontiers in Energy Research

doi 10.3389/fenrg.2026.1748233

707 views

Original Research

Accepted on 06 Feb 2026

Optimal Operation of Coordinated Transmission and Distribution Networks Considering Multi-Type Flexible Resource Aggregation

in Smart Grids

Yulu Yang
Rui Ou
Wei Liu
Diwen Zheng
Kaiwen Hou
Chenghuang Wu
Yannan Tuo
Jingzhe Wang
Jiyuan Tang

Frontiers in Energy Research

126 views

Original Research

Accepted on 05 Feb 2026

Percolation Theory-Based Resilience Region Definition Method for integrated Transmission-Distribution Network Under Extreme Disasters Scenarios

in Smart Grids

Wei Liu
Liangyi Wang
Yulu Yang
Yannan Tuo
Kaiwen Hou
Chenghuang Wu
Jingzhe Wang
Jiyuan Tang

Frontiers in Energy Research

154 views

Original Research

Published on 02 Feb 2026

Research on analysis methods for overlapping interference of gas spectral lines in laser photoacoustic spectroscopy

in Smart Grids

Shi Guang
Xie Tao
Li Mengqi
Wang Jie
Zhou Zhenqin
Wang Qiaohua

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1744980

436 views

Original Research

Accepted on 31 Jan 2026

Grid-related protection for distributed energy resource balancing voltage and frequency ride-through capabilities with rapid fault isolation

in Smart Grids

Hechong Chen
Fan Yang
Shu Xian Fan
Bei Meng
Bingyin Xu
Yang Lei
Zhichun Yang

Frontiers in Energy Research

222 views

Original Research

Published on 30 Jan 2026

Research on optimization configuration of distributed power flow controllers in distribution networks with distributed photovoltaics

in Smart Grids

Bing Wang
Lei Chen
Enshan Zhu
Xiao Cui
Zhongli Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1720521

627 views

Original Research

Published on 27 Jan 2026

Automated power line recognition and 3D reconstruction for intelligent grid monitoring

in Smart Grids

Shengbo Jin
Weigang Zhu
Shaohua Jiang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1718172

639 views

Original Research

Accepted on 26 Jan 2026

Research on droop control strategy for interconnection ports of two-level energy routers

in Smart Grids

盼盼刘
浩宇马
嘉楠张
润发吴
树森杨

Frontiers in Energy Research

198 views

Original Research

Published on 26 Jan 2026

Benchmark model of the DC sending-end system with high-penetration renewable energy for voltage stability analysis

in Smart Grids

Minglei Jiang
Shengyao Shi
Pupu Chao
Zhipeng Zhang
Xin She
Kerui Ma
Kaiping Wang
Dachi Zhang
Xin Li

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1764223

623 views

Original Research

Published on 23 Jan 2026

Multi-objective partitioning and cooperative peak shaving for distributed photovoltaic clusters via multi-agent reinforcement learning

in Smart Grids

Jun Ni
Chao Xu
Ke Fei
Peng Hu
Yan Xu
Jun Li
Ning Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1746997

640 views

Original Research

Published on 23 Jan 2026

An approach to model and method for current pattern mining for electricity consumption

in Smart Grids

Zhenya Zhang
Hongmei Cheng
Ping Wang
Shuguang Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1464389

687 views

Original Research

Accepted on 21 Jan 2026

Research on Fault Localization of Voltage Transformer Monitoring Device Based on Wavelet Transform

in Smart Grids

Xu CHEN
Chao ZHANG
Haomiao ZHANG
Yu YAN
Yinzhe XU
Yuntao Zhao
Xuhui CHEN

Frontiers in Energy Research

212 views

Original Research

Published on 20 Jan 2026

A PRC-PI APF control method for improving power quality and harmonic suppression in substations

in Smart Grids

Yang Liu
Yufei Rao
Lei Ma
Haifeng Li
Shichao Wei
Jianling Liao

Frontiers in Energy Research

doi 10.3389/fenrg.2026.1754533

560 views

Original Research

Accepted on 19 Jan 2026

IoT-Enabled Solar EV Charger with RSA-Based MPPT Controller

in Smart Grids

Sheela M
Gnana Swathika OV

Frontiers in Energy Research

287 views

Original Research

Published on 16 Jan 2026

A self-attention enhanced GRU network for predicting life cycle cost of substation GIS equipment

in Smart Grids

Wenjie Xue
Chaoyin An
Tengfei Sheng
Pingxian Dong
Yuxin Zhai
Jinfeng Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1533878

432 views

Original Research

Published on 12 Jan 2026

Operational risk assessment and energy storage optimization for low-voltage distribution networks based on DeepAR-KAN

in Smart Grids

Yu Lu
Chao Lu
Senlin Lan
Jiejie Dai
Yuan Ma

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1721368

1,116 views

Original Research

Published on 08 Jan 2026

Transient stability analysis of a VSG grid-connected system based on precise current-limiting switching and AI model identification

in Smart Grids

Zhen Huang
Kaiyuan Hou
Deming Xia
Kefei Wang
Chengzhe Liu
Xuerui Yang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1704939

742 views

Original Research

Published on 08 Jan 2026

Dynamic reconfiguration of large-scale distribution networks using GNN-guided B&B

in Smart Grids

Junfei Wu
Tianhan Zhang
Jianjun Hong
Jianfeng Zheng
Zhenhua Zheng
Hang Zhou
Bingyang Gao

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1712652

961 views

Original Research

Published on 07 Jan 2026

Resilience optimization and dynamic stability defense in active distribution networks under extreme disasters: a graph learning and cooperative control approach

in Smart Grids

Chutao Zheng
Wei Li
Xinsen Yang
Diwei Lin
Hao Bai
Guowei Guo

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1719359

1,032 views

Original Research

Accepted on 29 Dec 2025

Small-signal stability assessment method based on online prediction of the critical short-circuit ratio for grid-forming converters

in Smart Grids

Wei Dong
Ying Cheng
Ying yang
Feng Zhang
Bowen Wang
Guanzhong Wang

Frontiers in Energy Research

359 views

1,606 articles

articles

Stability analysis and parameter optimization of SVG in renewable energy collection stations based frequency-domain admittance matrix

YOLOv8-FOD: a lightweight foreign object detection algorithm for power transmission lines

Dynamic Evaluation and Realization Mechanisms of Multi-Dimensional Benefits for Microgrids in New-Type Power Systems

Online Capacity Detection of Distribution Transformers Based on Zero-Sequence Impedance Curve Matching

Integration of AI-driven digital twins for real-time optimization of renewable energy grids

Optimal Operation of Coordinated Transmission and Distribution Networks Considering Multi-Type Flexible Resource Aggregation

Percolation Theory-Based Resilience Region Definition Method for integrated Transmission-Distribution Network Under Extreme Disasters Scenarios

Research on analysis methods for overlapping interference of gas spectral lines in laser photoacoustic spectroscopy

Grid-related protection for distributed energy resource balancing voltage and frequency ride-through capabilities with rapid fault isolation

Research on optimization configuration of distributed power flow controllers in distribution networks with distributed photovoltaics

Automated power line recognition and 3D reconstruction for intelligent grid monitoring

Research on droop control strategy for interconnection ports of two-level energy routers

Benchmark model of the DC sending-end system with high-penetration renewable energy for voltage stability analysis

Multi-objective partitioning and cooperative peak shaving for distributed photovoltaic clusters via multi-agent reinforcement learning

An approach to model and method for current pattern mining for electricity consumption

Research on Fault Localization of Voltage Transformer Monitoring Device Based on Wavelet Transform

A PRC-PI APF control method for improving power quality and harmonic suppression in substations

IoT-Enabled Solar EV Charger with RSA-Based MPPT Controller

A self-attention enhanced GRU network for predicting life cycle cost of substation GIS equipment

Operational risk assessment and energy storage optimization for low-voltage distribution networks based on DeepAR-KAN

Transient stability analysis of a VSG grid-connected system based on precise current-limiting switching and AI model identification

Dynamic reconfiguration of large-scale distribution networks using GNN-guided B&B

Resilience optimization and dynamic stability defense in active distribution networks under extreme disasters: a graph learning and cooperative control approach

Small-signal stability assessment method based on online prediction of the critical short-circuit ratio for grid-forming converters