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A LOAD-BASED TEMPERATURE PREDICTION MODEL FOR ANOMALY DETECTION
Title
A LOAD-BASED TEMPERATURE PREDICTION MODEL FOR ANOMALY DETECTION
Author
Sobhani, Masoud
Date Created
2017
Subjects--Topical
Electrical engineering, Power resources
Description
Electric load forecasting, as a basic requirement for the decision-making in power utilities, has been improved in various aspects in the past decades. Many factors may affect the accuracy of the load forecasts, such as data quality, goodness of t...
Anomaly Detection for Manufacturing Applications Using Convolutional Autoencoders
Title
Anomaly Detection for Manufacturing Applications Using Convolutional Autoencoders
Author
Zouar, Nourelislam
Date Created
2021
Subjects--Topical
Computer science
Description
ABSTRACTNOURELISLAM ZOUAR. ANOMALY DETECTION FOR MANUFACTURING APPLICATIONS USING CONVOLUTIONAL AUTOENCODERS. (Under the direction of DR. MIN SHIN) Anomaly Detection in manufacturing environments is increasingly gaining popularity among companies ...
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...