Academic

[2020/4] Our new paper on load modeling, entitled "Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach", has been accepted by IEEE Transactions on Smart Grid

Our paper “Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach” has been accepted by IEEE Transactions on Smart Grid.

[2020/3] Our new paper on load modeling, entitled "Global Sensitivity Analysis in Load Modeling via Low-rank Tensor", has been accepted by IEEE Transactions on Smart Grid

Our paper “Global Sensitivity Analysis in Load Modeling via Low-rank Tensor” has been accepted by IEEE Transactions on Smart Grid.

[2019/10] Our new paper on load analytics, entitled "Residential Customer Baseline Load Estimation Using Stacked Autoencoder with Pseudo-load Selection", has been accepted by IEEE Journal on Selected Areas in Communications (JSAC)

Our paper “Residential Customer Baseline Load Estimation Using Stacked Autoencoder with Pseudo-load Selection” has been accepted by IEEE Journal on Selected Areas in Communications (JSAC). The paper will be published in Special Issue: Communications and Data Analytics in Smart Grid. This is a joint work by Southern Methodist University (SMU) and GEIRINA.

[2019/9] Our new paper on load modeling, entitled "Mathematical representation of the WECC composite load model", has been accepted by Journal of Modern Power Systems and Clean Energy (MPCE)

Our paper “Mathematical representation of the WECC composite load model” has been accepted by Journal of Modern Power Systems and Clean Energy (MPCE). This is a joint work by Iowa State University (ISU) and GEIRINA.

[2019/5] Our new paper on load modeling, entitled "Robust Time-Varying Synthesis Load Modeling in Distribution Networks Considering Voltage Disturbances", has been accepted by IEEE Transactions on Power Systems

Our paper “Robust Time-Varying Synthesis Load Modeling in Distribution Networks Considering Voltage Disturbances” has been accepted by IEEE Transactions on Power Systems. This is a joint work by Southern Methodist University (SMU) and GEIRINA.

[2019/3] Two papers on load forecasting to appear in 2019 IEEE ISGT ASIA

Our papers “Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis” and “Probabilistic Load Forecasting via Point Forecast Feature Integration” to appear in IEEE ISGT ASIA 2019, Chengdu, Sichuan, China.

[2019/2] Two papers on load analytics to appear in 2019 IEEE PES General Meeting

Our papers “Submodular Load Clustering with Robust Principal Component Analysis” and “A Stacked Autoencoder Application for Residential Load Curve Forecast and Peak Shaving” to appear in 2019 PES General Meeting, Atalanta, GA.