Bad Data Detection
One of the major roles that Smart Grid has promised to play is to provide a power to satisfy power demand with environmentally-friendly source of energy while maintaining an acceptable level of adequacy and security that traditional systems promise. As a result, there have been many efforts to develop estimation algorithms of the power system states which are the core of the time-sensitive grid management. In this chapter, we address auto-regressive load forecasting methods which play pivotal role in creating an accurate state estimator for the power grid management.
KeywordsTime Series Smart Grid Load Data Stationary Time Series Load Demand
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