Situational awareness in distribution grid using micro-PMU data: A machine learning approach
The recent development of distribution-level phasor measurement units, also known as
micro-PMUs, has been an important step toward achieving situational awareness in power …
micro-PMUs, has been an important step toward achieving situational awareness in power …
Partial knowledge data-driven event detection for power distribution networks
Y Zhou, R Arghandeh… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The power system has been incorporating increasing amount of unconventional generations
and loads, such as distributed renewable resources, electric vehicles, and controllable …
and loads, such as distributed renewable resources, electric vehicles, and controllable …
Unsupervised event detection, clustering, and use case exposition in micro-pmu measurements
Distribution-level phasor measurement units, aka, micro-PMUs, report a large volume of
high resolution phasor measurements which constitute a variety of event signatures of …
high resolution phasor measurements which constitute a variety of event signatures of …
Abnormal event detection with high resolution micro-PMU data
Y Zhou, R Arghandeh… - 2016 Power Systems …, 2016 - ieeexplore.ieee.org
Power system has been incorporating increasing amount of unconventional generations
and loads such as renewable resources, electric vehicles, and controllable loads. The …
and loads such as renewable resources, electric vehicles, and controllable loads. The …
Supervisory protection and automated event diagnosis using PMU data
This paper presents a new framework for supervisory protection and situational awareness
to enhance grid operations and protection using modern wide-area monitoring systems. In …
to enhance grid operations and protection using modern wide-area monitoring systems. In …
D-PMU based applications for emerging active distribution systems: A review
In recent years, the design of low-cost distribution phasor measurement units (D-PMU)
together with the development of relevant applications for emerging active distribution …
together with the development of relevant applications for emerging active distribution …
Locating the source of events in power distribution systems using micro-PMU data
A novel method is proposed to locate the source of events in power distribution systems by
using distribution-level phasor measurement units, aka, micro-PMUs. An event in this paper …
using distribution-level phasor measurement units, aka, micro-PMUs. An event in this paper …
Distribution synchrophasors: Pairing big data with analytics to create actionable information
H Mohsenian-Rad, E Stewart… - IEEE Power and Energy …, 2018 - ieeexplore.ieee.org
In the evolution of advanced sensing technologies, transmission systems have led
distribution. The visibility and diagnostics of the transmission grid have been transformed …
distribution. The visibility and diagnostics of the transmission grid have been transformed …
Comprehensive clustering of disturbance events recorded by phasor measurement units
Identifying disturbance events recorded by phasor measurement units (PMUs) has drawn
researchers' attention in recent times. Some approaches to identify typical disturbance …
researchers' attention in recent times. Some approaches to identify typical disturbance …
Hierarchical convolutional neural networks for event classification on PMU measurements
Event classification is one of the central components of automated disturbance analysis
based on phasor measurement unit (PMU) measurements. Obtaining high-quality event …
based on phasor measurement unit (PMU) measurements. Obtaining high-quality event …