Multi-Objective Optimization Design of Fiber Optic Micro Cable Coil’s Structure

In this paper, the structure of the fiber optic micro cable (FOMC) coil was taken as the research object. In order to optimize the structure size and effectively balance the contradiction between the volume of the fiber optic package and the number of winding layers for fiber optic, a parametric model of the FOMC coil was established, with initial values of determined for design variables, as well as objective functions and constraint conditions. Through this process, an optimal mathematical model for the structure of the FOMC coil was obtained. By utilizing enumeration method and NSGA-II algorithm, a set of Pareto optimal solutions for the structure of the FOMC coil was obtained. This method can be applied to multi-objective optimization of coil structures and provides practical engineering significance by offering reference for optimizing similar coil structures.

Authors

Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/icemce64157.2024.10862193
Primary Topic
Wireless Sensor Networks and IoT
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-Objective Optimization Design of Fiber Optic Micro Cable Coil’s Structure

Chong Yang, Yanyan Cheng, Hao Yang, Zerui Chen
2 links
Wireless Sensor Networks and IoT
article

Multi-Objective Optimization Design of Fiber Optic Micro Cable Coil’s Structure

Chong Yang, Yanyan Cheng, Hao Yang, Zerui Chen
article en

Abstract

In this paper, the structure of the fiber optic micro cable (FOMC) coil was taken as the research object. In order to optimize the structure size and effectively balance the contradiction between the volume of the fiber optic package and the number of winding layers for fiber optic, a parametric model of the FOMC coil was established, with initial values of determined for design variables, as well as objective functions and constraint conditions. Through this process, an optimal mathematical model for the structure of the FOMC coil was obtained. By utilizing enumeration method and NSGA-II algorithm, a set of Pareto optimal solutions for the structure of the FOMC coil was obtained. This method can be applied to multi-objective optimization of coil structures and provides practical engineering significance by offering reference for optimizing similar coil structures.

Affordable and clean energy
Openalex Percentile: Top 67%
Wireless Sensor Networks and IoT
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.