
Autonomous Charging of Electric Vehicle Fleets to Enhance Renewable Generation Dispatchability
A total 19 over some months, more than 10 a novel approach to reduce ren...
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Reinforcement Learning based MultiRobot Classification via Scalable Communication Structure
In the multirobot collaboration domain, training with Reinforcement Lea...
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Learning to Decouple Relations: FewShot Relation Classification with EntityGuided Attention and ConfusionAware Training
This paper aims to enhance the fewshot relation classification especial...
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Parallel Betweenness Computation in Graph Database for Contingency Selection
Parallel betweenness computation algorithms are proposed and implemented...
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Graph Computing based Distributed State Estimation with PMUs
Power system state estimation plays a fundamental and critical role in t...
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CommunicationConstrained Routing and Traffic Control for Autonomous Vehicles
Autonomous vehicles (AV) is an advanced technology that can bring conven...
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A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
We propose a planning and perception mechanism for a robot (agent), that...
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Enhancement of Power Equipment Management Using Knowledge Graph
Accurate retrieval of the power equipment information plays an important...
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A HighPerformance Energy Management System based on Evolving Graph
As the fast growth and large integration of distributed generation, rene...
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Fast Grid Splitting Detection for N1 Contingency Analysis by Graph Computing
In this study, a graphcomputing based grid splitting detection algorith...
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Graph Computing based Fast Screening in Contingency Analysis
During last decades, contingency analysis has been facing challenges fro...
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Substation OneLine Diagram Automatic Generation and Visualization
In Energy Management System (EMS) applications and many other offline p...
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A Graph Computation based Sequential Power Flow Calculation for LargeScale ACDC Systems
This paper proposes a graph computation based sequential power flow calc...
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Graph Computing based Distributed Fast Decoupled Power Flow Analysis
Power flow analysis plays a fundamental and critical role in the energy ...
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Graph Based Power Flow Calculation for Energy Management System
Power flow calculation in EMS is required to accommodate a large and com...
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Power Market Price Forecasting via Deep Learning
A study on power market price forecasting by deep learning is presented....
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Unbalanced ThreePhase Distribution Grid Topology Estimation and Bus Phase Identification
There is an increasing need for monitoring and controlling uncertainties...
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Convolutional Graph Autoencoder: A Deep Generative Neural Architecture for Probabilistic Spatiotemporal Solar Irradiance Forecasting
Machine Learning on graphstructured data is an important and omnipresen...
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Exploration of BiLevel PageRank Algorithm for Power Flow Analysis Using Graph Database
Compared with traditional relational database, graph database, GDB, is a...
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Power Flow Analysis Using Graph based Combination of Iterative Methods and Vertex Contraction Approach
Compared with relational database (RDB), graph database (GDB) is a more ...
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Graph based Platform for Electricity Market Study, Education and Training
With the further development of deregulated electricity market in many o...
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CIM/E Oriented Graph Database Model Architecture and Parallel Network Topology Processing
CIM/E is an easy and efficient electric power model exchange standard be...
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Exploration of Graph Computing in Power System State Estimation
With the increased complexity of power systems due to the integration of...
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Graphbased Preconditioning Conjugate Gradient Algorithm for N1 Contingency Analysis
Contingency analysis (CA) plays a critical role to guarantee operation s...
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Urban Distribution Grid Topology Estimation via Group Lasso
The growing penetration of distributed energy resources (DERs) in urban ...
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Guangyi Liu
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