Title :
Intelligent algorithm for preprocessing multiple data at RTU
Author :
Kumar, Pramod ; Chandna, V.K. ; Thomas, Mini S.
Author_Institution :
Dept. of Electr. Eng., Delhi Coll. of Eng., India
Abstract :
Uncertainties are always present in the power system data, captured at the remote terminal unit (RTU). Fuzzy logic method is one of the alternatives for improving the quality of such data, before processing it further. As the measured data deviates from their nominal values, preprocessing of them with fuzzy logic method improves the reliability of the measurements. This paper discusses a fuzzy logic-based algorithm for preprocessing the data at the RTU level. Measurands such as voltage, current, and phase angle have been employed to study the usefulness of the proposed method.
Keywords :
computerised instrumentation; data analysis; electric current measurement; fuzzy logic; fuzzy set theory; phase measurement; power system control; power system measurement; telecontrol; voltage measurement; RTU; SCADA; current measurand; fuzzy logic method; fuzzy logic-based algorithm; intelligent algorithm; measurements reliability improvement; multiple data preprocessing; phase angle measurand; power system data uncertainties; remote terminal unit; voltage measurand; Automatic control; Automation; Communication system control; Electrical equipment industry; Fuzzy logic; Power system reliability; SCADA systems; Uncertainty; Voltage; Wire;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2003.818745