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Real-time grid monitoring and protection: A comprehensive survey on the advantages of phasor measurement units
The emerging smart-grid and microgrid concept implementation into the conventional power
system brings complexity due to the incorporation of various renewable energy sources and …
system brings complexity due to the incorporation of various renewable energy sources and …
Optimal PMU placement to enhance observability in transmission networks using ILP and degree of centrality
The optimal PMU placement problem is placing the minimum number of PMUs in the
network to ensure complete network observability. It is an NP-complete optimization …
network to ensure complete network observability. It is an NP-complete optimization …
A Deep Learning Approach for In-Network Synchrophasor Missing Data Recovery Using Programmable Network Switches
Phasor measurement unit (PMU) networks deliver accurate and timely measurements,
which is essential for managing today's electric power systems. To ensure data quality and …
which is essential for managing today's electric power systems. To ensure data quality and …
An in-network approach for PMU missing data recovery with data plane programmability
J Norris - 2024 - scholarworks.uark.edu
Phasor measurement unit (PMU) systems often experience unavoidable missing and
erroneous measurements, which undermine power system observability and operational …
erroneous measurements, which undermine power system observability and operational …
Artificial Intelligence in Operation of Digitalized Energy Systems: Missing Data Imputation in the Modern Power System
Integrating renewable energy sources into the power grid presents complex challenges that
require advanced operation and control in modern power systems. Phasor measurement …
require advanced operation and control in modern power systems. Phasor measurement …
Improving Frequency Stability Assessment through K-Nearest Neighbors and Machine Learning Techniques
This paper proposes a method that can effectively impute the missing measurement values
in order to address the issue of missing data using a combination of machine learning and …
in order to address the issue of missing data using a combination of machine learning and …
Dynamic Security Assessment of Power Systems Using a Deep Learning and Gain-Based Approach for Addressing Missing Data
F Boronuosi, MR Shadi, S Azad - … of Power Systems Using a Deep … - papers.ssrn.com
The growth of artificial intelligence tools has sparked a surge in research attention toward
the field of data-driven power system dynamic security assessment (DSA). However …
the field of data-driven power system dynamic security assessment (DSA). However …