Data-Driven Detection of Phase Changes in Evolving Distribution Systems
2022 IEEE Texas Power and Energy Conference (TPEC)(2022)
摘要
The installation of digital sensors, such as advanced meter infrastructure (AMI) meters, has provided the means to implement a wide variety of techniques to increase visibility into the distribution system, including the ability to calibrate the utility models using data-driven algorithms. One challenge in maintaining accurate and up-to-date distribution system models is identifying changes and ev...
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关键词
Meters,Change detection algorithms,Time series analysis,Clustering algorithms,Prediction algorithms,Sensor systems,Robustness
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