Actions for Method and system employing finite state machine modeling to identify one of a plurality of different electric load types [electronic resource].
Method and system employing finite state machine modeling to identify one of a plurality of different electric load types [electronic resource].
Published
Washington, D.C. : United States. Dept. of Energy, 2016. Oak Ridge, Tenn. : Distributed by the Office of Scientific and Technical Information, U.S. Dept. of Energy
A system is for a plurality of different electric load types. The system includes a plurality of sensors structured to sense a voltage signal and a current signal for each of the different electric loads; and a processor. The processor acquires a voltage and current waveform from the sensors for a corresponding one of the different electric load types; calculates a power or current RMS profile of the waveform; quantizes the power or current RMS profile into a set of quantized state-values; evaluates a state-duration for each of the quantized state-values; evaluates a plurality of state-types based on the power or current RMS profile and the quantized state-values; generates a state-sequence that describes a corresponding finite state machine model of a generalized load start-up or transient profile for the corresponding electric load type; and identifies the corresponding electric load type.
Published through SciTech Connect. 08/09/2016. "9,410,996" "13/908,263" Liang Du; Yi Yang; Ronald Gordon Harley; Thomas G. Habetler; Dawei He. EATON CORPORATION, Cleveland, OH (United States)