activity
20212024
most citedShort-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM

41 citations · 76 across the 19 of their papers we have counts for

collaborators

19 papers

physics.space-ph20242 cited

Solar Power Generation Profile Estimation for Lunar Surface Solar PV Systems

Jesus Silva-Rodriguez, Xingpeng Li

As NASA prepares to carry out its Artemis lunar missions, the design and planning of robust power systems tailored to the lunar environment become necessary and urgent. Solar photo…

eess.SY20241 cited

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

Thuan Pham, Xingpeng Li

Optimal power flow (OPF) is used to perform generation redispatch in power system real-time operations. N-1 OPF can ensure safe grid operations under diverse contingency scenarios.…

cs.LG20231 cited

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

Jonathan Yang, Mingjian Tuo, Jin Lu +1

Accurate load forecasting is critical for efficient and reliable operations of the electric power system. A large part of electricity consumption is affected by weather conditions,…

eess.SY2023

Decentralized Micro Water-Energy Co-Optimization for Small Communities

Jesus Silva-Rodriguez, Xingpeng Li

The water-energy nexus encompasses the interdependencies between water and energy resources identifying the existing links between the production and distribution of these resource…

eess.SY2023

Optimal Sizing of On-site Renewable Resources for Offshore Microgrids

Ann Mary Toms, Xingpeng Li, Kaushik Rajashekara

The offshore oil and natural gas platforms, mostly powered by diesel or gas generators, consume approximately 16TWh of electricity worldwide per year, which emits large amount of C…

eess.SY2023

Optimal Dynamic Reconfiguration of Distribution Networks

Rida Fatima, Hassan Zahid Butt, Xingpeng Li

The aim of distribution networks is to meet their local area power demand with maximum reliability. As the electricity consumption tends to increase every year, limited line therma…