The large-scale roll-out of smart meters allows the collection of a vast amount of fine-grained electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …
J Zhang, Y Wang, Y Weng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The energy management system becomes increasingly indispensable with the extensive penetration of new players in the distribution networks, such as renewable energy, storage …
This paper provides a survey of big data analytics applications and associated implementation issues. The emphasis is placed on applications that are novel and have …
R Moghaddass, J Wang - IEEE Transactions on Smart Grid, 2017 - ieeexplore.ieee.org
Real-time monitoring and control of smart grids (SGs) is critical to the enhancement of reliability and operational efficiency of power utilities. We develop a real-time anomaly …
This study is motivated by the recent advancements in developing non-contact line sensor technologies that come at a low cost, but have limited measurement capabilities. While they …
Unveiling feeder topologies from data is of paramount importance to advance situational awareness and proper utilization of smart resources in power distribution grids. This tutorial …
The identification of the distribution system topology is the key concern in distribution system state estimation and the precondition for its energy management. However, lacking sufficient …
This paper proposes an efficient algorithmic approach that overcomes the critical challenges in real-time unbalanced distribution system state estimation, topology error processing, and …
G Cavraro, V Kekatos - IEEE control systems letters, 2018 - ieeexplore.ieee.org
To perform any meaningful optimization task, power distribution operators need to know the topology and line impedances of their electric networks. Nevertheless, distribution grids …