Work

Fuzzy neural networks’ application for substation integral state assessment

Year: 2014

Type: conference-paper

Abstract: This paper addresses the problems connected with fuzzy neural networks' application in equipment technical state assessment problems at electrical substations.This paper discusses the main principles of fuzzy neural network formation and its construction algorithm.Also, the case study for the determination of fuzzy neural network synaptic weights for the unit "disconnectorˮ on the basis of technical diagnostic statistical data and tests is presented.

Source: WIT transactions on ecology and the environment

DOI: 10.2495/eq140581

Authors: A. I. Khalyasmaa, S. A. Dmitriev, S. E. Kokin, S. A. Eroshenko

Institution: Ural Federal University

Language: English

Topic: Evaluation Methods in Various Fields

Subfield: Ecological Modeling

Field: Environmental Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W2064110760

FWCI: 11.73

Cites: 6

Cited by: 18

Related to: 10