Marine diesel engine speed control based on adaptive state-compensate extended state observer-backstepping method

The marine diesel engine propulsion system is a nonlinear system with time delay. In order to realize the accurate and real-time control of the marine diesel engine speed, a new method based on state-compensate extended state observer, backstepping method and beetle antennae search algorithm, that is, adaptive state-compensate extended state observer-backstepping, is proposed. First of all, the response relationship model between the engine speed and the fuel injection is established on the basis of the mean value model of diesel engine. Then, to deal with the load disturbances and model parameter perturbation of diesel engine, a state-compensate extended state observer is used to estimate lumped disturbances and states of the diesel engine, and a backstepping method combined with the state-compensate extended state observer, namely state-compensate extended state observer-backstepping, is used to control the marine diesel engine speed. Then, an adaptive state-compensate extended state observer-backstepping controller is proposed by introducing the beetle antennae search algorithm for online optimization of the control parameters. Finally, simulation experiments based on the model of the 12K98ME marine diesel engine are conducted to verify the effectiveness of the proposed controller under conditions of random disturbances, sudden dumping load and parameter perturbation. The experiment results show that the proposed adaptive state-compensate extended state observer-backstepping control method has a better control effect and stronger disturbance rejection ability in comparison of the standard linear active disturbance rejection control.

[1]  Rickard Bensow,et al.  Effect of waves on cavitation and pressure pulses , 2016 .

[2]  Shuai Li,et al.  Beetle Antennae Search without Parameter Tuning (BAS-WPT) for Multi-objective Optimization , 2017, Filomat.

[3]  Yixin Yin,et al.  A practical decoupling control solution for hot strip width and gauge regulation based on active disturbance rejection , 2012 .

[4]  Sun Hui-juan Application of PID Neural Network in Control of Diesel Engine Speed , 2010 .

[5]  Debashisha Jena,et al.  PSO based neuro fuzzy sliding mode control for a robot manipulator , 2017 .

[6]  Shuai Li,et al.  BAS: Beetle Antennae Search Algorithm for Optimization Problems , 2017, ArXiv.

[7]  Liang Zhao,et al.  Robust backstepping control of double-rod cylinder for motion synchronization of mold oscillator , 2018, J. Syst. Control. Eng..

[8]  D. K. Guptaa,et al.  Genetic algorithm optimization based nonlinear ship maneuvering control , 2018 .

[9]  Woei Wan Tan,et al.  Tracking control of surface vessels via fault-tolerant adaptive backstepping interval type-2 fuzzy control , 2013 .

[10]  Huan Tu,et al.  A numerical study on the performance and emission of a container ship propulsion system , 2016, Int. J. Comput. Appl. Technol..

[11]  Xiumin Chu,et al.  Ship heading control based on backstepping and Least squares support vector machine , 2017, 2017 4th International Conference on Transportation Information and Safety (ICTIS).

[12]  Benyamin Kusumoputro,et al.  Neural Network Control System of UAV Altitude Dynamics and Its Comparison with the PID Control System , 2018 .

[13]  Qiang Zhang,et al.  Design of Course-Keeping Controller for a Ship Based on Backstepping and Neural Networks , 2017 .

[14]  Xiao Qun Shen,et al.  Marine Diesel Engine Speed Control System Based on Fuzzy-PID , 2012 .

[15]  Nikolaos Xiros Robust Control of Diesel Ship Propulsion , 2012 .

[16]  Jingqing Han,et al.  From PID to Active Disturbance Rejection Control , 2009, IEEE Trans. Ind. Electron..

[17]  Zhiqiang Gao,et al.  Scaling and bandwidth-parameterization based controller tuning , 2003, Proceedings of the 2003 American Control Conference, 2003..

[18]  Qiang Zhang,et al.  Linear reduction of backstepping algorithm based on nonlinear decoration for ship course-keeping control system , 2018 .

[19]  Giorgio Rizzoni,et al.  Nonlinear robust control of marine diesel engine , 2017 .

[20]  Feng Yu Zhou,et al.  The Application of ADRC in the Ship Main Engine Speed Controller Based on Genetic Algorithm , 2011 .

[21]  Hu Da-bin Application of ADRC in speed regulation system of diesel engine , 2010 .

[22]  Jihong Zhu,et al.  Robust constraint backstepping control for high-performance aircraft with account of unsteady aerodynamic effects , 2016 .

[23]  Rajoo Balaji,et al.  A Mathematical Model of Marine Diesel Engine Speed Control System , 2018 .

[24]  Zafer Bingul,et al.  Comparison of PID and FOPID controllers tuned by PSO and ABC algorithms for unstable and integrating systems with time delay , 2018 .

[25]  Changchun Hua,et al.  Disturbance observer–based dynamic surface control design for a hypersonic vehicle with input constraints and uncertainty , 2016, J. Syst. Control. Eng..

[26]  Bao-Zhu Guo,et al.  Active disturbance rejection control: Old and new results , 2017, Annu. Rev. Control..

[27]  Woei Wan Tan,et al.  Tracking control of surface vessels via adaptive type-2 fuzzy logic control , 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).

[28]  Lin Yang,et al.  Robust L2 control design for speed regulation system of Marine Diesel Engine Generator , 2010, 2010 8th World Congress on Intelligent Control and Automation.

[29]  Pan Weigang,et al.  Design of Diesel Engine Adaptive Active Disturbance Rejection Speed Controller , 2015 .

[30]  Tao Liu,et al.  Trajectory tracking control of underactuated USV based on modified backstepping approach , 2015 .

[31]  Xiumin Chu,et al.  A state-compensation extended state observer for model predictive control , 2017, Eur. J. Control.

[32]  Gerasimos Theotokatos,et al.  On the cycle mean value modelling of a large two-stroke marine diesel engine , 2010 .

[33]  Chen Hui,et al.  Linear Active Disturbance Rejection Control for Marine Diesel Engine , 2016 .

[34]  Guojun Chen,et al.  Application of CMAC Neural Network & PID Control on the Speed Control System of Diesel Engine , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[35]  Le Cai,et al.  Discrete sliding mode variable structure control over the rotating speed of marine diesel engines , 2017, J. Syst. Control. Eng..

[36]  Dong-Choon Lee,et al.  Variable speed control of diesel engine-generator using sliding mode control , 2017, 2017 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).

[37]  Asgeir J. Sørensen,et al.  Dynamic consequence analysis of marine electric power plant in dynamic positioning , 2016 .

[38]  Jun Yang,et al.  Generalized Extended State Observer Based Control for Systems With Mismatched Uncertainties , 2012, IEEE Transactions on Industrial Electronics.

[39]  Bao-Zhu Guo Active Disturbance Rejection Control: from ODEs to PDEs* , 2016 .

[40]  M. Sunwoo,et al.  Idle speed controller based on active disturbance rejection control in diesel engines , 2016 .

[41]  D.N. Malkhede,et al.  Robust sliding mode controller for turbocharged diesel engine with parameter perturbations , 2007, 2007 Mediterranean Conference on Control & Automation.