Abstract
Abstract:
Phase voltage and current unbalances in power system distribution
networks are major factors leading to extra losses, communication interference,
equipment overloading, and malfunctioning of the protective relay, which
consequently results in service quality and operation efficiency being reduced. As a
better alternative to the traditional practices of manual trial and error, and the
contemporary solution technique of network reconfiguration or load rearrangement,
this paper investigates and proposes a novel method that is based on the use of the
historical data and artificial intelligence for eliminating or minimizing phase
unbalance problems. The proposed method is based on support vector machine