Multi-Objective Optimization Design of Permanent Magnet Eddy Current Coupler Based on SCG-BP Neural Network Modeling and the ONDX-NSGA-II Algorithm

Multi-Objective Optimization Design of Permanent Magnet Eddy Current Coupler Based on SCG-BP Neural Network Modeling and the ONDX-NSGA-II Algorithm

There is a complex coupling relationship between the structural parameters and various performance indicators of a permanent magnet eddy current coupler. In order to obtain the optimal combination of structural parameters that can improve the overall performance of the coupler, it is necessary to re...

Bibliografske podrobnosti
Main Authors:	Dazhi Wang, Bowen Niu, Pengyi Pan, Guofeng Sun
Format:	Article
Jezik:	English
Izdano:	MDPI AG 2023-09-01
Serija:	Actuators
Teme:	permanent magnet eddy current coupler multi-objective optimization scaled conjugate gradient back propagation neural network non-dominated sorting genetic algorithm-II opposition-based learning mechanism finite element analysis
Online dostop:	https://www.mdpi.com/2076-0825/12/10/367

Podobne knjige/članki

Multi-objective optimal design of permanent magnet eddy current retarder based on NSGA-II algorithm
od: Bowen Niu, et al.
Izdano: (2022-04-01)

The Analytical Comparative Analysis of Electromagnetic Characteristics of Four Typical Radial Flux Permanent Magnet Eddy Current Couplers
od: Yibo Li, et al.
Izdano: (2021-12-01)

Optimal Structural Parametric Design of Permanent Magnet Eddy-current Couplers Based on the Dimensional Analysis Method
od: Yang Chaojun, et al.
Izdano: (2024-12-01)

A novel method for modeling the air gap flux density of the axial-flux permanent magnet eddy current coupler considering the end-effect
od: Wenhui Li, et al.
Izdano: (2021-11-01)

A Review of Recent Developments in Permanent Magnet Eddy Current Couplers Technology
od: Jiaxing Wang, et al.
Izdano: (2023-07-01)

Multi-layer Analytical Model and Characteristic Analysis of Axial Flux Permanent-magnet Eddy-current Coupler
od: Shangguan Xuanfeng, et al.
Izdano: (2017-01-01)

Performance Study of Axial-Flux Eddy Current Coupler Based on the Equivalent Circuit Model
od: Haixin Zhang, et al.
Izdano: (2018-01-01)

An Improved Analytical Model of Permanent Magnet Eddy Current Magnetic Coupler Based on Electromagnetic-Thermal Coupling
od: Xiaowei Yang, et al.
Izdano: (2020-01-01)

A Parameterized Modeling Method for Magnetic Circuits of Adjustable Permanent Magnet Couplers
od: Dazhi Wang, et al.
Izdano: (2023-11-01)

Research on temperature field of permanent magnet in disc-type speed-regulation magnetic coupler
od: GUO Yongcun, et al.
Izdano: (2017-08-01)

Solitary Wave Generation from Constant Continuous Wave in Asymmetric Oppositely Directed Waveguide Coupler
od: Kazantseva E.V., et al.
Izdano: (2015-01-01)

Modelling and analysis of the intersecting axis permanent magnet eddy‐current coupler
od: Jun Luo, et al.
Izdano: (2024-06-01)

Parameter Sensitivity Analysis of Permanent Magnetic Eddy-current Flexible Transmission
od: Tongyu Shi
Izdano: (2020-01-01)

Theoretical Analysis on Speed Regulation of Slotted-type Eddy-current Couplers
od: Yang Chaojun, et al.
Izdano: (2023-09-01)

Attitude of the Modulation Instability gain in Oppositely Directed Coupler with the effects of the Intrapulse Raman Scattering and Saturable Function
od: Alphonse Houwe, et al.
Izdano: (2021-12-01)

Design optimization of APMEC using chaos multi-objective particle swarm optimization algorithm
od: Pengyi Pan, et al.
Izdano: (2021-11-01)

Research on Characteristics of Barrel Synchronous Permanent Magnet Couplers for Direct-drive Systems of Coal Mines
od: WANG Lei
Izdano: (2020-08-01)

Transmission Performance Analysis of Slotted-type Eddy-current Couplers with Radial Misalignment
od: Yang Chaojun, et al.
Izdano: (2023-08-01)

A New Class of Wideband Quadrature Coupled-Line Forward Couplers
od: Henning Mextorf, et al.
Izdano: (2025-01-01)

Switched directional couplers with alternating /
od: 275730 Kogelnik, Herwig, et al.

Analysis on influence factors of variable speed permanent magnetic coupler for mine
od: Shi Jianwen, et al.
Izdano: (2018-02-01)

Linear Permanent Magnet Eddy Current Brake for Overwinding Protection
od: Panpan Yang, et al.
Izdano: (2019-01-01)

Performance of Multimode-Fiber Coupler with Different Coupler Parameter for Displacement Sensor
od: Samian Samian
Izdano: (2010-07-01)

Dissimilar directional couplers showing -symmetric-like behavior
od: Wiktor Walasik, et al.
Izdano: (2017-01-01)

Research on the axial force-slip characteristics of permanent magnetic eddy current Frictional torque limiter
od: Yuting WANG, et al.
Izdano: (2023-04-01)

Appliances couplers for household and similar general purposes
od: 8096 British Standards Institution

Design of ultra wideband coupler /
od: Chew, Chin Liang, 1987-, author, et al.
Izdano: (2011)

Comprehensive study on in‐plane eddy‐current loss in permanent‐magnet synchronous machines
od: Hideki Ohguchi, et al.
Izdano: (2024-03-01)

Eddy Current Transducer with Rotating Permanent Magnets to Test Planar Conducting Plates
od: Tomasz Chady, et al.
Izdano: (2019-03-01)

Study on Magnetic Field Modeling and Transmission Performance of Radial Solid Permanent Magnet Coupler
od: Junyue Yang, et al.
Izdano: (2024-01-01)

Active branch line coupler for Butler Matrix /
od: Nabila Sa'at, et al.
Izdano: (2010)

Design of ultra wideband coupler / [electronic resource] /
od: Chew, Chin Liang, 1987-, author
Izdano: (2011)

Level fiber sensor based on fresnel reflection of coupler /
od: Muhammad Fahmi Mohd. Fauzi, 1993- , author, et al.
Izdano: (2016)

Performance Study of Hybrid Magnetic Coupler Based on Magneto Thermal Coupled Analysis
od: Shuang Wang, et al.
Izdano: (2017-08-01)

Reference coupler for the measurement of hearing aids using earphones coupled to the ear by means of ear inserts
od: 8096 British Standards Institution

Rotor electrical conductivity and eddy current loss analysis of high‐speed permanent magnet machine with a novel composite rotor
od: Hao Luo, et al.
Izdano: (2022-01-01)

Metasurface Deflector Enhanced Grating Coupler for Perfectly Vertical Coupling
od: Xingyu Wu, et al.
Izdano: (2023-04-01)

Active branch line coupler for Butler Matrix [electronic resource] /
od: Nabila Sa'at, et al.

Design single band semi-lumped branch line coupler /
od: 525509 Siti Nor Dayana Aziz, et al.

Optical directional couplers with variable spacing [UTM article journal]/
od: Norazan Mohd. Kassim 432855