Parameter optimization of ship anti-roll gyro control system based on genetic algorithm

Tongtong QIE; Jianyong ZHENG; Lei ZHANG; Zhichu LEI; Xutao HE

doi:10.19693/j.issn.1673-3185.03682

Chinese Journal of Ship Research, Volume. 20, Issue 3, 223(2025)

Parameter optimization of ship anti-roll gyro control system based on genetic algorithm

Tongtong QIE¹, Jianyong ZHENG¹, Lei ZHANG², Zhichu LEI², and Xutao HE²

Author Affiliations

¹Institute of Artificial Intelligence, Shanghai University, Shanghai 200444, China

²State Grid Zhe-Jiang Zhou-Shan Electric Power Co., Ltd., Zhoushan 316000, China

show less

Abstract Get PDF(in Chinese)

References(14)

[1] VIDIĆ M, BAČKALOV I. An analysis of stability requirements for large inland passenger ships[J]. Ocean Engineering, 261, 112148(2022).

[2] LI G S, ZHANG X K. Research on the influence of wind, waves, and tidal current on ship turning ability based on Norrbin model[J]. Ocean Engineering, 259, 111875(2022).

[3] [3] YU J F, LI Q S, ZHOU W J. Nonlinear robust stabilization of ship roll by convex optimization[JOL]. IEEECAA Journal of Automatica Sinica, 2016: 1−5 [20231210].https:ieeexple.ieee.gdocument7739892.

[6] LI R H, LI T S, BAI W W et al. An adaptive neural network approach for ship roll stabilization via fin control[J]. Neurocomputing, 173, 953-957(2016).

[7] ANASTOPOULOS P A, SPYROU K J. Extrapolation of ship capsize probability over significant wave height: Foundation on wave groups theory[J]. Ocean Engineering, 281, 114766(2023).

[9] HU L F, ZHANG M, YU X X et al. Real-time control of ship's roll motion with gyrostabilisers[J]. Ocean Engineering, 285, 115348(2023).

[10] SONG K S, KIM S M, KWAK M K et al. Development of a control algorithm for active control of rolling motion of a ship using a gyrostabilizer[J]. Ocean Engine-ering, 280, 114669(2023).

[11] LI B, ZHANG X K, WANG J et al. Anti-roll characteristics of marine gyrostabilizer based on adaptive control and hydrodynamic simulation[J]. Journal of Marine Science and Engineering, 10, 83(2022).

[12] SUN J L, CAI Z Z, SUN J H et al. Dynamic analysis of a rigid-flexible inflatable space structure coupled with control moment gyroscopes[J]. Nonlinear Dynamics, 111, 8061-8081(2023).

[15] LEE J, KIM Y, CHOI J E et al. Towing-tank experiment and analysis of nonlinear roll damping for a drillship with different appendages[J]. Ocean Engineering, 160, 324-334(2018).

[17] JU X L, LIU F. Wind farm layout optimization using self-informed genetic algorithm with information guided exploitation[J]. Applied Energy, 248, 429-445(2019).

[18] CAO F L. PID controller optimized by genetic algorithm for direct-drive servo system[J]. Neural Computing and Applications, 32, 23-30(2020).

[19] BENBOUHENNI H, GASMI H, COLAK I et al. Synergetic-PI controller based on genetic algorithm for DPC-PWM strategy of a multi-rotor wind power system[J]. Scientific Reports, 13, 13570(2023).

[20] FLAMANT J, LE BIHAN N, CHAINAIS P. Spectral analysis of stationary random bivariate signals[J]. IEEE Transactions on Signal Processing, 65, 6135-6145(2017).

Tools

Get Citation

Copy Citation Text

Tongtong QIE, Jianyong ZHENG, Lei ZHANG, Zhichu LEI, Xutao HE. Parameter optimization of ship anti-roll gyro control system based on genetic algorithm[J]. Chinese Journal of Ship Research, 2025, 20(3): 223

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Marine Machinery, Electrical Equipment and Automation

Received: Dec. 10, 2023

Accepted: --

Published Online: Jul. 15, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03682

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology