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20142022
most citedReview of Smart Meter Data Analytics: Applications, Methodologies, and Challenges

1.4k citations

Showing 2018Show all

6 papers · 1 filter

cs.LG2018★ 327 cited

Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks

Kunjin Chen, Jun Hu, Yu Zhang +2

This paper develops a novel graph convolutional network (GCN) framework for fault location in power distribution networks. The proposed approach integrates multiple measurements at…

math.OC2018★ 77 cited

Planning Low-Carbon Campus Energy Hubs

Daniel J. Olsen, Ning Zhang, Chongqing Kang +2

Multi-energy systems can provide a constant level of service to end-use energy demands, while deriving delivered energy from a variety of primary/secondary energy sources. This fue…

math.OC2018

Resilience Control of DC Shipboard Power Systems

Jia Li, Feng Liu, Ying Chen +4

Direct current (DC) network has been recognized as a promising technique, especially for shipboard power systems (SPSs). Fast resilience control is required for an SPS to survive a…

eess.SY2018★ 3 cited

Distributed Load-Side Control: Coping with Variation of Renewable Generations

Zhaojian Wang, Shengwei Mei, Feng Liu +2

This paper addresses the distributed frequency control problem in a multi-area power system taking into account of unknown time-varying power imbalance. Particularly, fast controll…

cs.CY2018★ 1.4k cited

Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges

Yi Wang, Qixin Chen, Tao Hong +1

The widespread popularity of smart meters enables an immense amount of fine-grained electricity consumption data to be collected. Meanwhile, the deregulation of the power industry,…

stat.AP2018★ 2 cited

Combining Probabilistic Load Forecasts

Yi Wang, Ning Zhang, Yushi Tan +3

Probabilistic load forecasts provide comprehensive information about future load uncertainties. In recent years, many methodologies and techniques have been proposed for probabilis…