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The increasingly pervasive deployment of networked sensors in the Smart Grid for monitoring energy consumption has resulted in an unprecedentedly large amount of data generation. Efficient methods are required to understand this high volume and high dimensional data on an embedded platform, which has many challenges due to memory, processing and power constraints. One of the popular methods to analyze...
Loss of system integrity is a critical situation where the electric utility ceases to have control over the level of frequency and voltage in the sub-networks (which is also termed as system islands). In the smart grid environment, operation statuses are timely exposed leveraging SCADA and WAM systems. However, in facing with large amount of data and information, it is challenging for system operators...
Identifying the consumption patterns of electric customers and grouping them to classes according to their load characteristics can be very meaningful for power supply and demand side management in smart grid. Previously, tariff structures are mainly based on the type of activity. However, the type of activity and electrical behavior of the customer have poor relationship. Using clustering techniques...
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