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Comparison between statistical and deep learning approaches for anomaly detection applications in a microgrid
Title
Comparison between statistical and deep learning approaches for anomaly detection applications in a microgrid
Author
Bhure, Chaitanya
Date Created
2020
Subjects--Topical
Electrical engineering
Description
A microgrid is a localized group of electricity sources and loads that normally operates connected to and synchronous with traditional wide area synchronous grid(macrogrid), but can also disconnect to island mode and then function autonomouslyas p...
Unsupervised Learning for Critical Event Detection using Historical PMU Data
Title
Unsupervised Learning for Critical Event Detection using Historical PMU Data
Author
Joshi, Dhawal
Date Created
2020
Subjects--Topical
Power resources
Description
A recent increment in power load and the fast reconciliation of sustainable power sources into the power grid requires an improvement in situational awareness. Furthermore, with this increase in power load, the aging grid infrastructure is under s...