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A Data-driven Acceleration Method for Production Simulation of Power Systems with High-penetration Renewables
IET Renewable Power Generation
Weiyi Ding
,
Yiqing Liao
,
Liangyu Zhang
,
Guangchao Geng
,
Yuzhong Gong
,
Quyuan Jiang
Case Study of Vehicle-to-Grid Incentive Design Under Multiple Scenarios: A Policy-Making Perspective
IET Generation, Transmission & Distribution
ABSTRACT The commercialization of vehicle-to-grid (V2G) technology is critically hindered by the absence of a cost-effective and …
Muchun Wan
,
Lin Xia
,
Yingning Huo
,
Yuzhong Gong
,
Guangchao Geng
,
Quanyuan Jiang
链接
引用
DOI
Distributed Control of Single-Phase Residential Energy Storages for Three-Phase Unbalance Mitigation With Consumer Benefit Preservation
IEEE Transactions on Industrial Informatics
The uneven allocation of single-phase residential systems and rooftop photovoltaic systems in low-voltage distribution networks leads …
Zhichao Pan
,
Xunjun Chen
,
Muchun Wan
,
Guangchao Geng
,
Quanyuan Jiang
链接
引用
DOI
Selection and DEA evaluation for renewable energy and energy storage with aggregation suitability
Electric Power Systems Research
Resource selection and evaluation for renewable energy and energy storage systems at station level are often conducted without jointly …
Xunjun Chen
,
Guangchao Geng
,
Quanyuan Jiang
,
Yingjing He
,
Cenfeng Wang
,
Keping Zhu
链接
引用
DOI
基于两阶段级联模型的光伏功率群体预测方法
高电压技术
光伏发电系统的不确定性和波动性使得准确预测光伏发电量成为提高系统效率的关键挑战之一。相对于单站点光伏预测,光伏群体预测能够在一定程度上提高整体预测精度,从而有效服务于省级电网电力电量平衡。此外,通过多阶段级联模型的思想将群体预测模型分成2个阶段,能够加快训练的收敛速度。 …
谢宇辰
,
孙玉玺
,
耿光超
,
江全元
引用
DOI
Capacity credit assessment of regional renewable generation considering multi-time-scale forecast errors
Energy
The temporal variability and forecast uncertainty of renewable energy pose great challenges to supply–demand balance in power systems. …
Renshun Wang
,
Yuchen Xie
,
Shilong Wang
,
Guangchao Geng
,
Quanyuan Jiang
,
Chun Liu
,
Bo Wang
链接
引用
DOI
Policy-Assisted Graph Reinforcement Learning for Real-Time Economic Dispatch
Journal of Modern Power Systems and Clean Energy
An online optimization framework with policy-assisted graph reinforcement learning (PAGRL) is proposed for real-time economic dispatch …
Quan Zhang
,
Jiajie Ling
,
Wei Luo
,
Rong Yan
,
Guangchao Geng
,
Quanyuan Jiang
引用
DOI
Real-time estimation of aggregated electric vehicle charging load based on representative meter data
Energy
The uncontrolled integration of numerous electric vehicles (EVs) brings great uncertainty to grid regulation. Real-time monitoring of …
Yingning Huo
,
Haowei Xing
,
Yi Yang
,
Heyang Yu
,
Muchun Wan
,
Guangchao Geng
,
Quanyuan Jiang
链接
引用
DOI
基于Copula时空相关性模型的新能源容量置信度准时序评估
电力系统自动化
新能源渗透率的提升对电力系统的供电保障能力提出了挑战,如何考虑新能源的多维时空相关性对其容量置信度进行准确量化评估,对新型电力系统的可靠性分析与电源规划有着重要意义。为此,提出基于Copula转移核-连续状态空间马尔可夫链的时间相关性模型和基于D-Vine Copula …
王世龙
,
王仁顺
,
耿光超
,
江全元
引用
Data-Driven Dynamic Modeling for Inverter-Based Resources Using Neural Networks
Nature Communications
Dynamic models are a cornerstone of power system stability and control. The growing penetration of inverter-based resources, driven by …
Ke Yang
,
Xin Wang
,
Xunjun Chen
,
Renshun Wang
,
Guangchao Geng
,
Quanyuan Jiang
引用
DOI
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