An Improved Fuzzy Method for Characterizing Wind Power
Yue Xiang, Shuai Hu, Junyong Liu, Rui Wang
Abstract
An improved fuzzy method is proposed to derive a fuzzy number for characterizing uncertain wind power. The input measurement data are firstly converted into nested sets, and the fuzzy number is further obtained based on nested set transformation method. Numerical studies have demonstrated the effectiveness and advantages of the improved fuzzy method.
Topics & Concepts
Fuzzy logicTransformation (genetics)Wind powerSet (abstract data type)Power (physics)Fuzzy numberControl theory (sociology)Fuzzy setMathematicsComputer scienceMathematical optimizationData miningAlgorithmEngineeringArtificial intelligencePhysicsBiochemistryProgramming languageElectrical engineeringGeneControl (management)Quantum mechanicsChemistryEnergy Load and Power ForecastingSmart Grid and Power SystemsAdvanced Decision-Making Techniques