Submarine Multi-dimensional Magnetic Field Compensation System Based on Improved Whale Optimization Algorithm

计算机科学 鲸鱼 算法 粒子群优化 潜艇
作者
Kaiwen Jiang,Yixin Su,Zhiwen Leng,Zhen Wang,Lan Chen,Gang Li
出处
期刊:Youth Academic Annual Conference of Chinese Association of Automation
标识
DOI:10.1109/yac53711.2021.9486483
摘要

In order to avoid the spatial magnetic field distortion caused by the submarine induced magnetic field, the real-time degaussing current is input in the longitudinal, transverse and vertical directions inside the submarine, and the nine components of Ziz, Yiz, Xiz, etc. on the x, y and z three-direction windings are magnetically applied Compensation to improve the magnetic protection capability of the submarine. Aiming at the high coupling problem when the unidirectional winding is used to compensate the unidirectional component of the magnetic field, this paper proposes a new whale optimization algorithm based on adaptive weighting and simulated annealing strategy. The algorithm uses a time-varying function to control the inertia weight coefficient, and adjusts the adaptive weight to improve the convergence speed of the algorithm; The simulated annealing strategy is introduced to accept poor solutions with a certain probability, and the algorithm's global optimization capability is enhanced. Flux 3D is used to perform high-precision finite element simulation on the three-dimensional space model of the submarine, and the magnetic field distribution and change law of the three-component submarine space are studied, and the three-component magnetic field compensation curve of the submarine's longitudinal, transverse and vertical windings is obtained. Building a real-scale simulation platform to verify the accuracy of the multi-dimensional magnetic field compensation results. The results show that the improved whale optimization algorithm has a magnetic field compensation effect of more than 90% on the Ziz, Yiz, and Xiz components of the vertical winding, and it has a strong global search ability and fast convergence speed, which proves the effectiveness of the algorithm in the submarine magnetic field compensation.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
笨笨发布了新的文献求助10
刚刚
刚刚
书雁完成签到,获得积分10
1秒前
科研通AI6.4应助哇哈哈采纳,获得10
4秒前
酷波er应助文艺稚晴采纳,获得10
4秒前
breaking发布了新的文献求助10
5秒前
5秒前
雪季语发布了新的文献求助10
6秒前
科研通AI6.2应助安详清采纳,获得10
6秒前
默默完成签到 ,获得积分10
7秒前
7秒前
7秒前
7秒前
爆米花应助cccf采纳,获得10
8秒前
8秒前
9秒前
9秒前
10秒前
XX发布了新的文献求助10
10秒前
新小pi发布了新的文献求助20
13秒前
典雅青槐发布了新的文献求助10
13秒前
13秒前
14秒前
双儿发布了新的文献求助10
14秒前
Amy发布了新的文献求助10
14秒前
15秒前
15秒前
15秒前
卜之玉完成签到,获得积分10
15秒前
lulalulalei完成签到,获得积分10
15秒前
吉祥高趙发布了新的文献求助20
16秒前
安详清完成签到,获得积分10
16秒前
妤懿完成签到 ,获得积分10
16秒前
老马发布了新的文献求助10
16秒前
17秒前
17秒前
文艺稚晴发布了新的文献求助10
18秒前
新小pi发布了新的文献求助30
19秒前
YiaZHU完成签到,获得积分10
19秒前
FashionBoy应助天真醉薇采纳,获得10
21秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Reducing Compassion Fatigue, Secondary Traumatic Stress and Burnout 600
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Mammalian Synthetic Biology 500
Auslegungsgeschichte 500
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7638481
求助须知:如何正确求助?哪些是违规求助? 9211737
关于积分的说明 19759776
捐赠科研通 7205450
什么是DOI,文献DOI怎么找? 3275880
关于科研通互助平台的介绍 2437447
邀请新用户注册赠送积分活动 2273082