Full Text:   <2497>

Summary:  <1966>

CLC number: U66

On-line Access: 2016-05-04

Received: 2015-06-08

Revision Accepted: 2016-02-22

Crosschecked: 2016-04-07

Cited: 0

Clicked: 4333

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Wen-yang Duan

http://orcid.org/0000-0002-7811-4986

Li-min Huang

http://orcid.org/0000-0002-7944-2754

-   Go to

Article info.
Open peer comments

Journal of Zhejiang University SCIENCE A 2016 Vol.17 No.5 P.399-415

http://doi.org/10.1631/jzus.A1500173


A predictive controller for joint pitch-roll stabilization


Author(s):  Wen-yang Duan, Yang Han, Rui-feng Wang, Li-min Huang

Affiliation(s):  Department of Shipbuilding Engineering, , 150001,; more

Corresponding email(s):   huanglimin@hrbeu.edu.cn

Key Words:  Active fins, Joint pitch-roll stabilization, Predictive controller, Ship motion and hydrodynamic force prediction (SMHFP) controller


Wen-yang Duan, Yang Han, Rui-feng Wang, Li-min Huang. A predictive controller for joint pitch-roll stabilization[J]. Journal of Zhejiang University Science A, 2016, 17(5): 399-415.

@article{title="A predictive controller for joint pitch-roll stabilization",
author="Wen-yang Duan, Yang Han, Rui-feng Wang, Li-min Huang",
journal="Journal of Zhejiang University Science A",
volume="17",
number="5",
pages="399-415",
year="2016",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.A1500173"
}

%0 Journal Article
%T A predictive controller for joint pitch-roll stabilization
%A Wen-yang Duan
%A Yang Han
%A Rui-feng Wang
%A Li-min Huang
%J Journal of Zhejiang University SCIENCE A
%V 17
%N 5
%P 399-415
%@ 1673-565X
%D 2016
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.A1500173

TY - JOUR
T1 - A predictive controller for joint pitch-roll stabilization
A1 - Wen-yang Duan
A1 - Yang Han
A1 - Rui-feng Wang
A1 - Li-min Huang
J0 - Journal of Zhejiang University Science A
VL - 17
IS - 5
SP - 399
EP - 415
%@ 1673-565X
Y1 - 2016
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.A1500173


Abstract: 
Reduction of roll and pitch motions is critical in improving the safety and operability of a ship. In this paper, a predictive controller for a ship equipped with two pairs of active fins is proposed for joint pitch-roll stabilization. The proposed controller is developed on the basis of ship motion and hydrodynamic force prediction (SMHFP). The SMHFP controller consists of a short-term predictor, a force estimator, and a fin angle allocator. The short-term predictor adopts an autoregressive (AR) approach and serves to forecast ship motions. Then, predicted ship motions are used in an external hydrodynamic force estimator to evaluate the expected stabilizing forces. Finally, the optimal attack angles for active fins are allocated based on external hydrodynamic forces forecasts. The control system of the stabilizing fins and SMHFP controller is integrated into the sea-keeping program. The program was developed based on a weakly nonlinear 2.5D method, which shows better efficiency and accuracy compared with conventional 2D and 3D methods. To evaluate the performance of the proposed controller, numerical simulations of the joint pitch-roll stabilization under various sea states were investigated on a ship model. The results suggest that the SMHFP controller shows satisfactory performance in reducing pitch and roll motions simultaneously.

In this paper, a predictive controller for a ship equipped with two pairs of actives fins is proposed for joint pitch-roll stabilization. The controller is developed base on ship motion and hydrodynamic force predictions (SMHFP). SMHFP controller consists of a short-term predictor, an external hydrodynamic force estimator and a fin angle allocator. Short-term predictor basing on AR approach serves to overcome control time delay by forecasting ship motions in coming seconds. Afterwards, predicted ship motions are applied in external hydrodynamic force estimator to provide accurate evaluation of the coming external forces acting on the ship. Finally, optimal attack angles for active fins are allocated based the external hydrodynamic forces forecasts. SMHFP controller was integrated into a sea-keeping assessing computer program which adopts a weakly nonlinear 2.5D method, which shows better efficiency and accuracy compared to conventional 2D and 3D methods. Numerical simulations under various sea states were implemented to access the performance of SMHFP controller with satisfied performance in reducing pitch and roll motions simultaneously. The topic is very interesting, the contribution is significant, and the results are positive.

一种用于船舶纵-横联合减摇的预测控制器

目的:为提高船舶运动联合减摇效果,提出一种基于船舶运动及船舶水动力预报的联合减摇控制方法,并基于弱非线性二维半方法进行数值仿真,分析该控制方法的减摇控制效果。
创新点:1. 提出基于船舶运动预报和水动力预报的减摇方法,克服了控制时延对减摇效果的影响; 2. 基于弱非线性二维半方法进行船舶运动减摇数值仿真,验证了该方法能够实现良好的联合减摇控制效果。
方法:1. 在控制过程中基于极短期预报方法预报船舶运动姿态,并利用船舶运动方程预报水动力,将预报的水动力作为鳍角分配的依据;2. 基于弱非线性二维半方法在时域内进行船舶运动减摇数值仿真,分析该控制方法在各种不同海况下的减摇控制效果。
结论:1. 弱非线性二维半方法在高速船舶的水动力预报中可以获得良好的效果;2. 在各个不同海况下,本文提出的控制方法能够实现有效的联合减摇。

关键词:主动鳍;联合减摇;预测控制器;船舶运动和水动力预报控制器

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]Abkowitz, M.A., 1959. The effect of anti-pitching fins on ship motions. Transactions of SNAME, 67(2):210-252.

[2]Akaike, H., 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19(6):716-723.

[3]Akaike, H., 1979. A Bayesian extension of the minimum AIC procedure of autoregressive model fitting. Biometrika, 66(2):237-242.

[4]Allan, J., 1945. Stabilization of ships by activated fins. Transactions of the Royal Institution of Naval Architects, 87:123-159.

[5]Bhattacharyya, R., 1978. Dynamics of Marine Vehicles. John Wiley & Sons, New York, USA.

[6]Cummins, W.E., 1962. The Impulse Response Function and Ship Motion. Technique Report, David Taylor Model Basin, Washington DC, USA.

[7]Douglas, S.C., 1996. Efficient approximate implementations of the fast affine projection algorithm using orthogonal transforms. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, Atlanta, USA, 3:1656-1659.

[8]Duan, W.Y., Huang, L.M., Han, Y., et al., 2015a. A hybrid AR-EMD-SVR model for the short-term prediction of nonlinear and non-stationary ship motion. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 16(7):562-576.

[9]Duan, W.Y., Huang, L.M., Han, Y., et al., 2015b. IRF-AR model for short-term prediction of ship motion. The 25th Annual International Ocean and Polar Engineering Conference, Hawaii, USA, p.59-66.

[10]Faltinsen, O.M., Zhao, R., 1991. Numerical predictions of ship motions at high forward speed. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 334(1634):241-252.

[11]Froude, W., 1865. On the practical limits of the rolling of a ship in a sea-way. The Institution of Naval Architects, 6:175-184.

[12]Frahm, H., 1911. Results of trials of anti-rolling tanks at sea. Journal of the American Society for Naval Engineers, 23(2):571-597.

[13]Hong, K.S., Ngo, Q.H., 2012. Dynamics of the container crane on a mobile harbor. Ocean Engineering, 53(15):16-24.

[14]Huang, L.M., Duan, W.Y., Han, Y., et al., 2015. Extending the scope of AR model in forecasting non-stationary ship motion by using AR-EMD technique. Journal of Ship Mechanics, 19(6):1033-1049.

[15]Kim, J.H., Kim, Y.H., 2011. Motion control of a cruise ship by using active stabilizing fins. Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, 225(4):311-324.

[16]Liut, D., 1999. Neural-network and Fuzzy-logic Learning and Control of Linear and Nonlinear Dynamic System. PhD Thesis, Department of Engineering Science and Mechanics, Virginia Polytechnic Institute and State University, USA.

[17]Liut, D., Mook, D., Weems, K., et al., 2001. A numerical model of the flow around ship-mounted fin stabilizers. International Shipbuilding Progress, 48(1):19-50.

[18]Liapis, S.J., 1986. Time-domain Analysis of Ship Motion. PhD Thesis, University of Michigan, USA.

[19]Lloyd, A., 1989. Seakeeping: Ship Behaviour in Rough Weather. Ellis Horwood, UK.

[20]Ma, S., Duan, W.Y., Song, J.Z., 2005. An efficient numerical method for solving 2.5D ship seakeeping problem. Ocean Engineering, 32(8-9):937-960.

[21]Naito, S., Isshiki, H., 2005. Effect of bow wings on ship propulsion and motions. Applied Mechanics Reviews, 58(4):253-268.

[22]Ngo, Q.H., Hong, K.S., 2012a. Adaptive sliding mode control of container cranes. IET Control Theory & Applications, 6(5):662-668.

[23]Ngo, Q.H., Hong, K.S., 2012b. Sliding-mode antisway control of an offshore container crane. IEEE/ASME Transactions on Mechatronics, 17(2):201-209.

[24]Ogilvie, T.F., 1962. Recent progress toward the understanding and prediction of ship motion. 5th Symposium on Naval Hydrodynamics, Bergen, Norway, p.3-79.

[25]Perez, T., 2005. Ship Motion Control: Course Keeping and Roll Reduction Using Rudder and Fins. Springer London, UK.

[26]Perez, T., Goodwin, G.C., 2008. Constrained predictive control of ship fin stabilizers to prevent dynamic stall. Control Engineering Practice, 16(4):482-494.

[27]Salvesen, N., Tuck, E.O., Faltinsen, O., 1970. Ship motions and sea loads. Transactions of SNAME, 78(6):250-287.

[28]Schlick, O., 1904. The gyroscopic effects of flywheels on board ship. Transactions of The Institution of Naval Architects, 46:117-134.

[29]Sharif, M.T., Roberts, G.N., Sutton, R., 1995. Sea trial experimental results of fin, rudder roll stabilization. Control Engineering Practice, 3(5):703-708.

[30]Sharif, M.T., Roberts, G.N., Sutton, R., 1996. Final experimental results of full scale fin rudder roll stabilization sea trials. Control Engineering Practice, 4(3):377-384.

[31]Stefun, G.P., 1959. Model experiments with fixed bow anti-pitching fins. David Taylor Model Basin Reports, 3:15-23.

[32]Watt, P., 1883. On a method of reducing the rolling of ships at sea. Transactions of Institution of Naval Architects, 24:165.

[33]Watt, P., 1885. The use of water chambers for reducing the rolling of ships at sea. Transactions of The Institution of Naval Architects, 26:30.

[34]Wu, T., Guo, J., Chen, Y., et al., 1999. Control system design and performance evaluation of anti-pitching fins. Journal of Marine Science and Technology, 4(3):117-122.

[35]Zhang, J., Chu, F., 2005. Real-time modeling and prediction of physiological hand tremor. IEEE International Conference on Acoustics, Speech, and Signal Processing, 5:645-648.

Open peer comments: Debate/Discuss/Question/Opinion

<1>

Please provide your name, email address and a comment





Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou 310027, China
Tel: +86-571-87952783; E-mail: cjzhang@zju.edu.cn
Copyright © 2000 - 2024 Journal of Zhejiang University-SCIENCE