Physics-Informed Machine Learning for Data Anomaly Detection, Classification, Localization, and Mitigation: A Review, Challenges, and Path Forward
Author:
Affiliation:
1. Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA
Funder
U.S. National Science Foundation (NSF) Future of Work at the Human-Technology Frontier (FW-HTF) Award
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
https://ieeexplore.ieee.org/ielam/6287639/10380310/10375385-aam.pdf
Reference126 articles.
1. Simulation Engineering
2. A comprehensive survey of anomaly detection techniques for high dimensional big data
3. Machine learning for power system disturbance and cyber-attack discrimination
4. Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives
5. Data-Driven Event Detection of Power Systems Based on Unequal-Interval Reduction of PMU Data and Local Outlier Factor
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