UNBALANCED LOAD FLOW WITH HYBRID WAVELET TRANSFORM AND SUPPORT VECTOR MACHINE BASED ERROR-CORRECTING OUTPUT CODES FOR POWER QUALITY DISTURBANCES CLASSIFICATION INCLUDING WIND ENERGY

• Date: 2019
• Main Authors: Rahmani, Ala eddine, Slimani, Linda, Bouktir, Tarek
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2019
• Subjects: unbalanced load flow; wavelet transform (WT); support vector machines (SVM); power quality disturbance; wavelet energy; 621.3
• Online Access: http://eie.khpi.edu.ua/article/view/2074-272X.2019.6.09
• Journal Title: Electrical Engineering & Electromechanics

Purpose. The most common methods to design a multiclass classification consist to determine a set of binary classifiers and to combine them. In this paper support vector machine with Error-Correcting Output Codes (ECOC-SVM) classifier is proposed to classify and characterize the power quality distur...