IEEE Transactions on Power Systems · 2011 · 35 citations · 14 references
EngineeringSystems EngineeringDemand ForecastingStatistical ModelingTime Series AnalysisCustomer ProfilingElectricity Load ManagementFrequency-domain AnalysisLoad AnalysisPower QualitySpectral AnalysisFrequency Domain ProcessingFrequency-domain Load AnalysisHarmonicsLoad Pattern AnalysisLoad Profile ModelingUtility Load Analysis
This paper proposes a frequency domain approach to characterize and analyze load profiles. It first establishes the methodology and then discusses the prerequisite conditions and the benefits. Using real load data from three utilities, the paper will demonstrate that the customer classes' load profiles can be accurately represented by their significant harmonics in a compact and flexible format. The frequency domain statistics from the same load dataset is also analyzed and discussed to show the benefits and how new knowledge can be gained from using this approach.
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A hybrid fuzzy, neural network bus load modeling and predication
H.R. Kassaei, A. Keyhani, T. Woung et al. · IEEE Transactions on Power Systems · 1999 · 65 citations
Computing, Meteorology, Forecasting +12