Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM

Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM

The heat dissipation factor of conventional epoxy impregnated paper bushings is a subject of concern due to the large quantities of power in a High Voltage Direct Current (HVDC) system. The present work deals with the selection of better insulation as a replacement to the conventional resin impregna...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Suman Yadav, Harold R. Chamorro, Wilfredo C. Flores, Ram Krishna Mehta
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
Materias:
Artificial neural network
electro-thermal analysis
finite element modelling
material performance
PSO
GWO
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Acceso en línea:https://doaj.org/article/e82fc72d833744208fd75a76f7f46d8f
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:doaj.org-article:e82fc72d833744208fd75a76f7f46d8f
record_format dspace
spelling oai:doaj.org-article:e82fc72d833744208fd75a76f7f46d8f2021-11-18T00:10:56ZInvestigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM2169-353610.1109/ACCESS.2021.3124917https://doaj.org/article/e82fc72d833744208fd75a76f7f46d8f2021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9598868/https://doaj.org/toc/2169-3536The heat dissipation factor of conventional epoxy impregnated paper bushings is a subject of concern due to the large quantities of power in a High Voltage Direct Current (HVDC) system. The present work deals with the selection of better insulation as a replacement to the conventional resin impregnated material employing nano-hexagonal-Boron Nitride and nano-hexagonal-Boron Nitride added with nano-cellulose-fiber. The bushing of the converter transformer is designed using the Finite Element Method (FEM), and the electrothermal analysis is performed at the loaded working condition. Besides, numerous optimization schemes are also presented for adapting the structure of the thermal conductor enclosed in the inner conductor. The electrothermal performances of the above materials with the optimized structure are compared and an advanced scheme is proposed. Further, the results obtained from the designed system are employed in the form of an Artificial Neural Network to simplify the process of thermal computation characterized by the selected scheme. The internal parameters of the neural network are tuned implementing a hybrid amalgamation of Particle Swarm optimization - Grey Wolf Optimiser and the performance is compared against the actual values. The supremacy of the implemented algorithm is justified by a comparative analysis with other well-established algorithms using various statistical parameters.Suman YadavHarold R. ChamorroWilfredo C. FloresRam Krishna MehtaIEEEarticleArtificial neural networkelectro-thermal analysisfinite element modellingmaterial performancePSOGWOElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 149196-149217 (2021)
institution DOAJ
collection DOAJ
language EN
topic Artificial neural network
electro-thermal analysis
finite element modelling
material performance
PSO
GWO
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
spellingShingle Artificial neural network
electro-thermal analysis
finite element modelling
material performance
PSO
GWO
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Suman Yadav
Harold R. Chamorro
Wilfredo C. Flores
Ram Krishna Mehta
Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
description The heat dissipation factor of conventional epoxy impregnated paper bushings is a subject of concern due to the large quantities of power in a High Voltage Direct Current (HVDC) system. The present work deals with the selection of better insulation as a replacement to the conventional resin impregnated material employing nano-hexagonal-Boron Nitride and nano-hexagonal-Boron Nitride added with nano-cellulose-fiber. The bushing of the converter transformer is designed using the Finite Element Method (FEM), and the electrothermal analysis is performed at the loaded working condition. Besides, numerous optimization schemes are also presented for adapting the structure of the thermal conductor enclosed in the inner conductor. The electrothermal performances of the above materials with the optimized structure are compared and an advanced scheme is proposed. Further, the results obtained from the designed system are employed in the form of an Artificial Neural Network to simplify the process of thermal computation characterized by the selected scheme. The internal parameters of the neural network are tuned implementing a hybrid amalgamation of Particle Swarm optimization - Grey Wolf Optimiser and the performance is compared against the actual values. The supremacy of the implemented algorithm is justified by a comparative analysis with other well-established algorithms using various statistical parameters.
format article
author Suman Yadav
Harold R. Chamorro
Wilfredo C. Flores
Ram Krishna Mehta
author_facet Suman Yadav
Harold R. Chamorro
Wilfredo C. Flores
Ram Krishna Mehta
author_sort Suman Yadav
title Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
title_short Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
title_full Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
title_fullStr Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
title_full_unstemmed Investigation of Improved Thermal Dissipation of ±800 kV Converter Transformer Bushing Employing Nano-Hexagonal Boron Nitride Paper Using FEM
title_sort investigation of improved thermal dissipation of ±800 kv converter transformer bushing employing nano-hexagonal boron nitride paper using fem
publisher IEEE
publishDate 2021
url https://doaj.org/article/e82fc72d833744208fd75a76f7f46d8f
work_keys_str_mv AT sumanyadav investigationofimprovedthermaldissipationofx00b1800kvconvertertransformerbushingemployingnanohexagonalboronnitridepaperusingfem
AT haroldrchamorro investigationofimprovedthermaldissipationofx00b1800kvconvertertransformerbushingemployingnanohexagonalboronnitridepaperusingfem
AT wilfredocflores investigationofimprovedthermaldissipationofx00b1800kvconvertertransformerbushingemployingnanohexagonalboronnitridepaperusingfem
AT ramkrishnamehta investigationofimprovedthermaldissipationofx00b1800kvconvertertransformerbushingemployingnanohexagonalboronnitridepaperusingfem
_version_ 1718425196187090944

Ejemplares similares