activity
20172024
most citedReview of Smart Meter Data Analytics: Applications, Methodologies, and Challenges

1.4k citations · 3k across the 21 of their papers we have counts for

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Showing 2019Show all

5 papers · 1 filter

eess.SY2019

Fast Power System Cascading Failure Path Searching with High Wind Power Penetration

Yuxiao Liu, Yi Wang, Pei Yong +3

Cascading failures have become a severe threat to interconnected modern power systems. The ultrahigh complexity of the interconnected networks is the main challenge toward the unde…

cs.LG2019

Bounding Regression Errors in Data-driven Power Grid Steady-state Models

Yuxiao Liu, Bolun Xu, Audun Botterud +2

Data-driven models analyze power grids under incomplete physical information, and their accuracy has been mostly validated empirically using certain training and testing datasets.…

eess.SP2019

Embedding Lithium-ion Battery Scrapping Criterion and Degradation Model in Optimal Operation of Peak-shaving Energy Storage

Qingchun Hou, Yanghao Yu, Ershun Du +5

Lithium-ion battery systems have been used in practical power systems for peak-shaving, demand response, and frequency regulation. However, a lithium-ion battery is degrading while…

eess.SY2019★ 250 cited

Probabilistic duck curve in high PV penetration power system: Concept, modeling, and empirical analysis in China

Qingchun Hou, Ning Zhang, Ershun Du +3

The high penetration of photovoltaic (PV) is reshaping the electricity net-load curve and has a significant impact on power system operation and planning. The concept of duck curve…

math.OC2019★ 4 cited

Matrix Modeling of Energy Hub with Variable Energy Efficiencies

Wujing Huang, Ning Zhang, Yi Wang +3

The modeling of multi-energy systems (MES) is the basic task of analyzing energy systems integration. The variable energy efficiencies of the energy conversion and storage componen…