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With the advent of smart grids, a significant amount of data has become available about the electric infrastructure. Much of research focus has been on exploiting newly available data sources such as smart meters and phasor measurement units. This paper proposes a new class of predictive analytics that can be built to manage existing infrastructure by combining new and old data sources together. Power...
Power transformer is one of the most expensive equipments in the electrical power grid. Transformer outages may lead to substantial economical losses. One of the most important parameters governing a transformer's life expectancy and reliability is transformer aging condition and loading condition. At the same time, it is found that electric consumption is highly correlated with weather condition,...
Generalized Predictive Control (GPC) belongs to a family of Model Predictive Controllers, which incorporate the concept of Receding Horizon to predict the future output, optimize a cost function based on the predicted error and provide the optimized control sequence. GPC controller has four tuning parameters, control weight, minimum and maximum prediction horizon and control horizon. The paper addresses...
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