Assessment of measurement-based phase identification methods
The task of determining the phase connection of customers, known as phase identification,
is crucial to obtain accurate distribution system models. This paper starts with a thorough …
is crucial to obtain accurate distribution system models. This paper starts with a thorough …
A deep neural network approach for behind-the-meter residential PV size, tilt and azimuth estimation
There is an ever-growing number of photovoltaic (PV) installations in the US and worldwide.
Many utilities do not have complete or up-to-date information of the PVs present within their …
Many utilities do not have complete or up-to-date information of the PVs present within their …
A measurement-based approach to voltage-constrained hosting capacity analysis with controllable reactive power behind-the-meter
We propose an efficient method for the assessment of localized voltage-constrained
distributed generation hosting capacity given an engineer's choice or estimate of a power …
distributed generation hosting capacity given an engineer's choice or estimate of a power …
Solar PV inverter reactive power disaggregation and control setting estimation
The wide variety of inverter control settings for solar photovoltaics (PV) causes the accurate
knowledge of these settings to be difficult to obtain in practice. This paper addresses the …
knowledge of these settings to be difficult to obtain in practice. This paper addresses the …
Phase identification using co‐association matrix ensemble clustering
Calibrating distribution system models to aid in the accuracy of simulations such as hosting
capacity analysis is increasingly important in the pursuit of the goal of integrating more …
capacity analysis is increasingly important in the pursuit of the goal of integrating more …
AMI data quality and collection method considerations for improving the accuracy of distribution models
Spectral clustering is applied to the problem of phase identification of electric customers to
investigate the data needs (resolution and accuracy) of advanced metering infrastructure …
investigate the data needs (resolution and accuracy) of advanced metering infrastructure …
Topology identification of power distribution systems using time series of voltage measurements
C Francis, V Rao, RD Trevizan… - 2021 IEEE Power and …, 2021 - ieeexplore.ieee.org
Topology identification in transmission systems has historically been accomplished using
SCADA measurements. In distribution systems, however, SCADA measurements are …
SCADA measurements. In distribution systems, however, SCADA measurements are …
Systematic study of data requirements and AMI capabilities for smart meter analytics
Timeseries power and voltage data recorded by electricity smart meters in the US have been
shown to provide immense value to utilities when coupled with advanced analytics …
shown to provide immense value to utilities when coupled with advanced analytics …
Enhancing topology identification of distribution power systems using multi-rate voltage measurements
C Francis, RD Trevizan, MJ Reno… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
An accurate system topology is essential for distribution system monitoring and operation.
This paper presents a novel approach to distribution system topology identification (DSTI) …
This paper presents a novel approach to distribution system topology identification (DSTI) …
Data-driven methods for voltage regulator identification and tap estimation
Accurate models of voltage regulating devices are required for reliably executing distribution
system analysis and planning tasks. However, these models are often created and updated …
system analysis and planning tasks. However, these models are often created and updated …