An overview of graph databases and their applications in the biomedical domain

S Timón-Reina, M Rincón, R Martínez-Tomás - Database, 2021 - academic.oup.com
Over the past couple of decades, the explosion of densely interconnected data has
stimulated the research, development and adoption of graph database technologies. From …

Electric power graph computing platform and its application in energy internet

LIU Guangyi, DAI Renchang, LU Yi… - Power system …, 2020 - epjournal.csee.org.cn
The construction of an energy internet has become inevitable for power utilities to improve
customer satisfaction, boost operational efficiency, optimize energy utilization, and increase …

A high-performance energy management system based on evolving graph

G Liu, C Yuan, X Chen, J Wu, R Dai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As the fast growth and large integration of distributed generation, renewable energy
resource, energy storage system, and load response, the modern power system operation …

Graph computing based distributed fast decoupled power flow analysis

C Yuan, Y Lu, W Feng, G Liu, R Dai… - 2019 IEEE Power & …, 2019 - ieeexplore.ieee.org
Power flow analysis plays a fundamental and critical role in the energy management system
(EMS). It is required to well accommodate large and complex power system. To achieve a …

NVGraph: Enforcing Crash Consistency of Evolving Network Analytics in NVMM Systems

S Lim, T Coy, Z Lu, B Ren… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Many complex networks can be modeled as evolving graphs. Existing in-memory graph data
structures are designed for DRAM. Thus, they cannot effectively exploit the current and …

Spatiotemporal data graph modeling and exploration of application scenarios in “power grid one graph”

P Li, Z Dai, Y Tang, G Liu, J Hou… - CSEE Journal of …, 2025 - ieeexplore.ieee.org
By modeling the spatiotemporal data of the power grid, it is possible to better understand its
operational status, identify potential issues and risks, and take timely measures to adjust and …

Exploration of bi-level PageRank algorithm for power flow analysis using graph database

C Yuan, Y Lu, K Liu, G Liu, R Dai… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Compared with traditional relational database, graph database (GDB) is a natural
expression of most real-world systems. Each node in the GDB is not only a storage unit, but …

Enabling model-based LTI for large-scale power system security monitoring and enhancement with graph-computing-based power flow calculation

Q Shi, C Yuan, W Feng, G Liu, R Dai, Z Wang… - IEEE Access, 2019 - ieeexplore.ieee.org
The voltage stability is an essential security concern when a system is operating in peak
load hours or subjected to an N-1 contingency. Among various voltage stability indices …

[PDF][PDF] 基于图计算的能量管理系统实时网络分析应用研发

刘广一, 戴仁昶, 路轶, 刘克文, 王之伟… - 电工技术 …, 2020 - dgjsxb.ces-transaction.com
摘要为满足电网现代化和智能电网对计算性能的要求, 通过分析传统能量管理系统(EMS)
实时网络分析应用的计算性能瓶颈, 提出了结合图数据库和图计算的EMS 实时网络分析应用的 …

A graph computation based sequential power flow calculation for large-scale AC/DC systems

W Feng, J Wu, C Yuan, G Liu, R Dai… - 2019 IEEE Power & …, 2019 - ieeexplore.ieee.org
This paper proposes a graph computation based sequential power flow calculation method
for Line Commutated Converter (LCC) based large-scale AC/DC systems to achieve a high …