Picture for Xingpeng Li

Xingpeng Li

Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting

Add code
Nov 09, 2024
Viaarxiv icon

Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow

Add code
Oct 22, 2024
Viaarxiv icon

N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network

Add code
Feb 09, 2024
Viaarxiv icon

Analysis of Weather and Time Features in Machine Learning-aided ERCOT Load Forecasting

Add code
Oct 13, 2023
Viaarxiv icon

Linearization of ReLU Activation Function for Neural Network-Embedded Optimization:Optimal Day-Ahead Energy Scheduling

Add code
Oct 03, 2023
Viaarxiv icon

Graph Neural Network-based Power Flow Model

Add code
Jul 05, 2023
Viaarxiv icon

Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment

Add code
Jun 02, 2023
Viaarxiv icon

Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM

Add code
Feb 10, 2023
Figure 1 for Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
Figure 2 for Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
Figure 3 for Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
Figure 4 for Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
Viaarxiv icon

Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations

Add code
Aug 13, 2022
Figure 1 for Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
Figure 2 for Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
Figure 3 for Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
Figure 4 for Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
Viaarxiv icon

Reduced Optimal Power Flow Using Graph Neural Network

Add code
Jun 27, 2022
Figure 1 for Reduced Optimal Power Flow Using Graph Neural Network
Figure 2 for Reduced Optimal Power Flow Using Graph Neural Network
Figure 3 for Reduced Optimal Power Flow Using Graph Neural Network
Figure 4 for Reduced Optimal Power Flow Using Graph Neural Network
Viaarxiv icon