Pv Output | List of Frontiers open access articles

Original Research

Published on 21 Nov 2019

Probabilistic Optimal Power Flow Calculation Method Based on Adaptive Diffusion Kernel Density Estimation

in Smart Grids

Guoqing Li
Weihua Lu
Jing Bian
Fang Qin
Ji Wu

Frontiers in Energy Research

doi 10.3389/fenrg.2019.00128

4,690 views
15 citations

Original Research

Published on 23 Jan 2023

Optimization of photovoltaic panel deployment in centralized photovoltaic power plant under multiple factors

in Smart Grids

Rongquan Fan
Ziqiang Ming
Weiting Xu
Ting Li
Yuqi Han
Ruiguang Ma
Jichun Liu
Yiyang Wu

Frontiers in Energy Research

doi 10.3389/fenrg.2022.1087487

2,004 views
1 citation

Original Research

Published on 01 Aug 2024

Short-time photovoltaic output prediction method based on depthwise separable convolution Visual Geometry group- deep gate recurrent neural network

in Solar Energy

Lei Zhang
Shuang Zhao
Guanchao Zhao
Lingyi Wang
Baolin Liu
Zhimin Na
Zhijian Liu
Zhongming Yu
Wei He

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1447116

1,665 views
2 citations

Original Research

Published on 09 Jan 2023

Robust dispatching model of active distribution network considering PV time-varying spatial correlation

in Smart Grids

Xin Ma
Han Wu
Yue Yuan

Frontiers in Energy Research

doi 10.3389/fenrg.2022.1012581

1,902 views
3 citations

Original Research

Published on 27 Nov 2024

Photovoltaic output prediction based on VMD disturbance feature extraction and WaveNet

in Smart Grids

ShouSheng Zhao
Xiaofeng Yang
Kangyi Li
Xijuan Li
Weiwen Qi
Xingxing Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1422728

1,494 views
2 citations

Original Research

Accepted on 24 Feb 2026

Enhanced Day-ahead Multi-step PV Power Forecasting Using Informer-Ensemble Learning

in Smart Grids

Di Wu
Wenjing Su
Wenting Qiu
Jiale Dong
YI ZONG

Frontiers in Energy Research

Original Research

Published on 12 Apr 2023

Short-term prediction of PV output based on weather classification and SSA-ELM

in Solar Energy

Junxiong Ge
Guowei Cai
Mao Yang
Liu Jiang
Haimin Hong
Jinyu Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1145448

2,408 views
5 citations

Original Research

Published on 07 Feb 2024

PV output estimation method of power distribution station area based on federated learning framework and improved transformer neural network

in Sustainable Energy Systems

Bo Chen
Rui Liu
Mengdi Wei
Xian Wang
Yi Sun
Donglei Sun

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1349995

1,573 views
2 citations

Perspective

Published on 24 Apr 2024

Nature-based approaches for increasing the use of solar energy in future power systems

in Transportation Electrification

Taha Selim Ustun

Frontiers in Future Transportation

doi 10.3389/ffutr.2024.1331782

2,402 views
1 citation

Methods

Published on 13 Nov 2025

Study on a simulation method for photovoltaic power output series based on the headroom model

in Smart Grid Technologies

Hong Dong
Yuqun Gao
Liujun Hu
Yanna Gao
Yue Xing

Frontiers in Smart Grids

doi 10.3389/frsgr.2025.1632546

673 views

Original Research

Published on 06 Aug 2019

Mixed Gaussian Models for Modeling Fluctuation Process Characteristics of Photovoltaic Outputs

in Solar Energy

Zhenhao Wang
Jia Kang
Long Cheng
Zheyi Pei
Cun Dong
Zhifeng Liang

Frontiers in Energy Research

doi 10.3389/fenrg.2019.00076

3,080 views
7 citations

Brief Research Report

Published on 06 Mar 2024

Research on hydro-photovoltaic complementary analysis of Yangfanggou hydropower station on Yalong River

in Sustainable Energy Systems

Bin He
Weixuan Yin
Guohua Liang
Lei Jiang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1361214

2,095 views

Original Research

Published on 15 Dec 2021

Two-Stage Energy Management for Energy Storage System by Using Stochastic Model Predictive Control Approach

in Smart Grids

Huimin Zhuang
Zao Tang
Jianglin Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2021.803615

2,845 views
3 citations

Original Research

Published on 02 May 2022

Cluster Partition-Based Zonal Voltage Control for Distribution Networks With High Penetrated PVs

in Smart Grids

Xingyu Zhao
Chuanliang Xiao
Ke Peng
Jiajia Chen
Xinhui Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2022.900824

1,887 views
4 citations

Original Research

Published on 06 Jul 2021

Assessment for Voltage Violations considering Reactive Power Compensation Provided by Smart Inverters in Distribution Network

in Smart Grids

Jindi Hu
Weibin Yin
Chengjin Ye
Weidong Bao
Jiajia Wu
Yi Ding

Frontiers in Energy Research

doi 10.3389/fenrg.2021.713510

3,961 views
10 citations

Original Research

Published on 27 Aug 2025

Robust optimization model for micro-energy grid accounting for demand response and carbon-green certificate market transactions

in Smart Grids

Xuan Liu
Xinhua Liang
Lei An
Zhongfu Tan

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1636892

1,577 views

Articles

Probabilistic Optimal Power Flow Calculation Method Based on Adaptive Diffusion Kernel Density Estimation

Optimization of photovoltaic panel deployment in centralized photovoltaic power plant under multiple factors

Short-time photovoltaic output prediction method based on depthwise separable convolution Visual Geometry group- deep gate recurrent neural network

Robust dispatching model of active distribution network considering PV time-varying spatial correlation

Photovoltaic output prediction based on VMD disturbance feature extraction and WaveNet

Enhanced Day-ahead Multi-step PV Power Forecasting Using Informer-Ensemble Learning

Short-term prediction of PV output based on weather classification and SSA-ELM

PV output estimation method of power distribution station area based on federated learning framework and improved transformer neural network

Nature-based approaches for increasing the use of solar energy in future power systems

Study on a simulation method for photovoltaic power output series based on the headroom model

Mixed Gaussian Models for Modeling Fluctuation Process Characteristics of Photovoltaic Outputs

Research on hydro-photovoltaic complementary analysis of Yangfanggou hydropower station on Yalong River

Two-Stage Energy Management for Energy Storage System by Using Stochastic Model Predictive Control Approach

Cluster Partition-Based Zonal Voltage Control for Distribution Networks With High Penetrated PVs

Assessment for Voltage Violations considering Reactive Power Compensation Provided by Smart Inverters in Distribution Network

Robust optimization model for micro-energy grid accounting for demand response and carbon-green certificate market transactions