HIGH-IMPEDANCE FAULT-DETECTION SYSTEM USING AN ADAPTIVE ELEMENT MODEL

abstract

• An adaptive-element model approach for high impedance fault detection is presented. The system employs multiple detection algorithms using different frequency parameters. To obtain a final fault/nonfault classification for a power distribution feeder, a revised adaptive-element model is applied using expert weights associated with each algorithm-parameter pair. The adjustment of the weight, assigned by experts, is performed by an elliptic formula. This revised adaptive-element model is different from the original adaptive-element scheme in two components: the combination method for multiple inputs and the learning algorithm for weight correction. This system when tested using examples shows good performance, especially in terms of security against false identification.

authors

• Russell, B. Don

published proceedings

• IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION

altmetric score

• 3

author list (cited authors)

• KIM, C. J., & RUSSELL, B. D.

citation count

• 6

complete list of authors

• KIM, CJ||RUSSELL, BD

publication date

• January 1993

publisher

• Institution of Engineering and Technology (IET)  Publisher

published in

• IEE Proceedings C: Generation Transmission and Distribution  Journal

keywords

• Adaptive Filter
• Fault Detection
• Scoring Rule
• Uncertainty Reasoning

Digital Object Identifier (DOI)

• 10.1049/ip-c.1993.0021

start page

• 153

end page

• 159

volume

• 140

issue

• 2

URL

• http%3A%2F%2Fdx.doi.org%2F10.1049%2Fip-c.1993.0021