Unsupervised impedance and topology estimation of distribution networks—Limitations and tools

K Moffat, M Bariya, A Von Meier - IEEE Transactions on Smart …, 2019 - ieeexplore.ieee.org
Distribution network models are often inaccurate or nonexistent. This work considers the
problem of estimating the impedance and topology of distribution networks from noisy …

Behind-the-meter solar generation disaggregation using consumer mixture models

CM Cheung, W Zhong, C Xiong… - … for Smart Grids …, 2018 - ieeexplore.ieee.org
To facilitate deep penetration of solar energy in smart grids, we need high observability of
solar generation at the edges of the grid. Current advanced metering infrastructures (AMI) …

Association rule mining for localizing solar power in different distribution grid feeders

B Saleem, Y Weng, FM Gonzales - IEEE Transactions on Smart …, 2020 - ieeexplore.ieee.org
The increase in the photovoltaic generation on distribution grids may create problems, such
as voltage-violations. To gain situational awareness for system operation, eg, adjusting the …

Graph Mining for Classifying and Localizing Solar Panels in Distribution Grids

M Guo, Q Cui, Y Weng - 2023 Panda Forum on Power and …, 2023 - ieeexplore.ieee.org
The growing photovoltaic (PV) penetration level in distribution networks has presented
significant challenges to topology recovery of the distribution systems. Unfortunately, many …

Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation Levels Using Consumer Mixture Models

CM Cheung, SR Kuppannagari… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The increasing penetration of solar PhotoVoltaic (PV) panels in residential markets is
leading to increasing solar generation hidden behind metering instruments of utility …

Utility grid control using a dynamic power flow model

T Spalt, N Li, M Hummon, L Lama - US Patent 11,099,537, 2021 - Google Patents
Abstract Systems and methods are directed controlling components of a utility grid. The
system can receive signals. The system can determine one or more statistical metrics based …

[图书][B] Applications of Time Synchronized Measurements in the Electric Grid

M Bariya - 2021 - search.proquest.com
Increased real-time monitoring of the electric grid is vital to meet the burgeoning challenges
posed by load growth and diversification, renewable generation integration, extreme …

Optimal power flow control via dynamic power flow modeling

T Spalt, N Li, M Hummon, B Thayer - US Patent 11,575,263, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

[图书][B] Learning, Control and Optimization for Electricity Distribution Networks

K Moffat - 2022 - search.proquest.com
Traditionally, utility distribution companies have treated electricity distribution networks as
passive loads, assuming that the possibility of network constraint violations cannot be …

Utility grid control using a dynamic power flow model

T Spalt, N Li, M Hummon, L Lama - US Patent 11,709,470, 2023 - Google Patents
Abstract Systems and methods are directed controlling components of a utility grid. The
system can receive signals. The system can determine one or more statistical metrics based …