Active sloshing control in a smart flexible cylindrical floating roof tank

Abstract An exact three dimensional fully-coupled hydro-elastic analysis for transient liquid sloshing in a partially-filled vertically-standing flexible circular cylindrical shell container fitted with a freely floating smart piezo-sandwich thin elastic circular plate is presented. The problem formulation is based on the linear water wave theory, the classical (Kirchhoff/Sanders) thin plate and shell models, Maxwell's equations of electrodynamics, Stokes’ transformation, and eigen-function expansions in cylindrical coordinates. The control action is achieved by combined volume displacement and volume velocity feedbacks (VDF, VVF) implemented in a second order active damping (AD) compensator via two competent evolutionary heuristic optimization techniques that systematically tune the controller gain parameters while constraining the floating panel displacement and control voltage. The uncontrolled and controlled transient responses of the coupled hydro-elastic system under various external disturbances (i.e., a harmonic base excitation, a real seismic event, a severe launch vehicle liftoff event, and a distributed impulsive transverse load on the floating panel) are calculated by means of Durbin's numerical inverse Laplace transform scheme. Moreover, the free vibration characteristics of the coupled fluid/structure interaction (FSI) system are briefly studied. The superior performance of the proposed active floating roof control configuration in effective suppression of the key hydro-elastic parameters (panel displacement, and shell displacements/stresses) is demonstrated. It is also found that, in the current FSI control problem, the Multi-objective Particle Swarm Optimization (MOPSO)-based ADC outperforms the Non-dominated Sorting Genetic Algorithm (NSGA-II)-based method, in terms of convergence rate and computational effort. Limiting cases are examined and the precision of results is verified by comparisons with the existing data as well as with the results produced by a commercial finite element package.

[1]  Bo Li,et al.  Spacecraft attitude tracking control under actuator magnitude deviation and misalignment , 2013 .

[2]  J. L. Fanson,et al.  Positive position feedback control for large space structures , 1990 .

[3]  M. Utsumi Vibration Reduction of a Floating Roof by Dynamic Vibration Absorbers , 2011 .

[4]  Prasanna S. Gandhi,et al.  Active stabilization of lateral and rotary slosh in cylindrical tanks , 2009, 2009 IEEE International Conference on Industrial Technology.

[5]  Stephen J. Elliott,et al.  Analysis and measurement of a matched volume velocity sensor and uniform force actuator for active structural acoustic control , 2001 .

[6]  Stephen J. Elliott,et al.  Self-tuning control systems of decentralised velocity feedback , 2010 .

[7]  H. F. Bauer,et al.  Coupled frequencies of a liquid in a circular cylindrical container with elastic liquid surface cover , 1995 .

[8]  Mi-An Xue,et al.  Numerical study of ring baffle effects on reducing violent liquid sloshing , 2011 .

[9]  Tetsuya Matsui,et al.  Nonlinear sloshing in a floating‐roofed oil storage tank under long‐period seismic ground motion , 2013 .

[10]  F. Durbin,et al.  Numerical Inversion of Laplace Transforms: An Efficient Improvement to Dubner and Abate's Method , 1974, Comput. J..

[11]  A. Leissa,et al.  Vibration of shells , 1973 .

[12]  Marco Amabili Liquid Sloshing Dynamics: Theory and Applications. Raouf A. Ibrahim. Cambridge University Press, Cambridge, UK (2005). , 2006 .

[13]  Yong Wang,et al.  Locating Multiple Optimal Solutions of Nonlinear Equation Systems Based on Multiobjective Optimization , 2015, IEEE Transactions on Evolutionary Computation.

[14]  K. C. Biswal,et al.  Dynamic response of structure coupled with liquid sloshing in a laminated composite cylindrical tank with baffle , 2010 .

[15]  Singiresu S. Rao Vibration of Continuous Systems , 2019 .

[16]  Takeshi Nakahara,et al.  3B12 Model predictive controllers for energy regenerative active vibration control systems using piezoelectric actuators and class D amplifiers(The 12th International Conference on Motion and Vibration Control) , 2014 .

[17]  Daniel J. Inman,et al.  The relationship between positive position feedback and output feedback controllers , 1999 .

[18]  Liuping Wang,et al.  Model Predictive Control System Design and Implementation Using MATLAB , 2009 .

[19]  John A. Main,et al.  Piezoelectric Stack Actuators and Control System Design: Strategies and Pitfalls , 1997 .

[20]  Wei Zhang,et al.  Design of Active Structural Acoustic Control System Using Volume Displacement Sensors and Uniform Force Actuators , 2012 .

[21]  Shoichi Yoshida,et al.  Sloshing response analysis of a floating roof of oil storage tank using nonlinear finite element analysis code , 2011 .

[22]  Wen Yu,et al.  Stability analysis of active vibration control of building structures using PD/PID control , 2014 .

[23]  Shoichi Yoshida,et al.  Simulation for a Floating Roof Behavior of Cylindrical Storage Tank due to Wind Load: Part 2 — Sloshing Response Analysis , 2012 .

[24]  Masahiro Miura,et al.  The Sloshing Simulation of Floating Roof Tank , 2005 .

[25]  Moslem Amiri,et al.  Influence of roof on dynamic characteristics of dome roof tanks partially filled with liquid , 2012 .

[26]  Shoichi Yoshida,et al.  Seismic Response Analysis for Sloshing of a Single-Deck Floating Roof With Center Pontoon in Oil Storage Tank , 2010 .

[27]  Gianluca Gatti,et al.  Active damping of a beam using a physically collocated accelerometer and piezoelectric patch actuator , 2007 .

[28]  C. T. Sun,et al.  Analysis of piezoelectric coupled circular plate , 2001 .

[29]  Hutao Cui,et al.  Anti-unwinding attitude maneuver control of spacecraft considering bounded disturbance and input saturation , 2012 .

[30]  M. Horodinca A study on actuation power flow produced in an active damping system , 2013 .

[31]  Duarte Santamarina,et al.  Active control of sloshing in containers with elastic baffle plates , 2012 .

[32]  O. Nelles,et al.  An Introduction to Optimization , 1996, IEEE Antennas and Propagation Magazine.

[33]  André Preumont,et al.  Responsive systems for active vibration control , 2002 .

[34]  D. Jude Hemanth,et al.  Comparative Analysis of Genetic Algorithm & Particle Swarm Optimization Techniques for SOFM Based Abnormal Retinal Image Classification , 2009 .

[35]  Ghader Rezazadeh,et al.  Sloshing Response of Floating Roofed Liquid Storage Tanks Subjected to Earthquakes of Different Types , 2012 .

[36]  André Preumont,et al.  Vibration Control of Active Structures: An Introduction , 2018 .

[37]  Nikolaos I. Margaris,et al.  Optimal automatic tuning of active damping PID regulators , 2013 .

[38]  F. Sakai,et al.  Sloshing behavior of floating-roof oil storage tanks , 1984 .

[39]  Isabelle Queinnec,et al.  Anti-windup design for saturation management during piezo-actuated vibration attenuation of the high-speed parallel robot Par2* *This work was supported in part by the French National Research Agency (ANR), in the framework of the Objectif 100G project. , 2013 .

[40]  H. F. Bauer,et al.  COUPLED FREQUENCIES OF A FRICTIONLESS LIQUID IN A CIRCULAR CYLINDRICAL TANK WITH AN ELASTIC PARTIAL SURFACE COVER , 2000 .

[41]  Tetsuya Matsui,et al.  Model tests on sloshing in a cylindrical oil storage tank with a single-deck type floating roof under seismic excitation , 2012 .

[42]  A. Berry,et al.  ACTIVE CONTROL OF SOUND RADIATION FROM A PLATE USING A POLYVINYLIDENE FLUORIDE VOLUME DISPLACEMENT SENSOR , 1998 .

[44]  Diann Brei,et al.  Force-Deflection Behavior of Individual Unimorph Piezoceramic C-Block Actuators , 1996, Aerospace.

[45]  Kyeong-Hoon Jeong,et al.  Fourier series expansion method for free vibration analysis of either a partially liquid-filled or a partially liquid-surrounded circular cylindrical shell , 1996 .

[46]  T. K. Caughey,et al.  On the stability problem caused by finite actuator dynamics in the collocated control of large space structures , 1985 .

[47]  K. Ishida,et al.  Internal Resonance of a Floating Roof Subjected to Nonlinear Sloshing , 2010 .

[48]  Tetsuya Matsui,et al.  Sloshing in a Cylindrical Liquid Storage Tank With a Floating Roof Under Seismic Excitation , 2007 .

[49]  Marco Amabili,et al.  Sloshing in a Vertical Circular Cylindrical Container With a Vertical Baffle , 2010 .

[50]  Martin Levesley,et al.  Robust multivariable control of a double beam cantilever smart structure , 2003 .

[51]  Jaime Rubio Hervas,et al.  Thrust-Vector Control of a Three-Axis Stabilized Upper-Stage Rocket With Fuel Slosh Dynamics , 2014 .

[52]  Ren Yuanyuan,et al.  Equivalent Mechanical Model for Lateral Liquid Sloshing in Partially Filled Tank Vehicles , 2012 .

[53]  Shigeo Ohmatsu Numerical Calculation of Hydroelastic Responses of Pontoon type VLFS , 1997 .

[54]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[55]  Minyue Fu,et al.  Saturation Control of a Piezoelectric Actuator for Fast Settling-Time Performance , 2013, IEEE Transactions on Control Systems Technology.

[56]  Xiaojun Wang,et al.  Active vibration and noise control of vibro-acoustic system by using PID controller , 2015 .

[57]  Paolo Gardonio,et al.  Feedback control laws for proof-mass electrodynamic actuators , 2007 .

[58]  R. Ibrahim Liquid Sloshing Dynamics: Theory and Applications , 2005 .

[59]  Seyyed M. Hasheminejad,et al.  Active vortex-induced vibration control of a circular cylinder at low Reynolds numbers using an adaptive fuzzy sliding mode controller , 2014 .

[60]  Myung Jo Jhung,et al.  DYNAMIC CHARACTERISTICS OF A PARTIALLY FLUID-FILLED CYLINDRICAL SHELL , 2011 .

[61]  Alexander Lanzon,et al.  Feedback Control of Negative-Imaginary Systems , 2010, IEEE Control Systems.

[62]  Cristobal Gonzalez Diaz Active structural acoustic control smart panel with small scale proof mass actuators , 2007 .

[63]  Andries Petrus Engelbrecht,et al.  Fundamentals of Computational Swarm Intelligence , 2005 .

[64]  De-yu Wang,et al.  A simplified mechanical model with fluid–structure interaction for rectangular tank sloshing under horizontal excitation , 2015 .

[65]  Milad Asgarpour Khansary,et al.  Using genetic algorithm (GA) and particle swarm optimization (PSO) methods for determination of interaction parameters in multicomponent systems of liquid–liquid equilibria , 2014 .

[66]  Wei Bai,et al.  Modelling of liquid sloshing with constrained floating baffle , 2013 .

[67]  Young-Shin Lee,et al.  Coupled vibration analysis of liquid-filled rigid cylindrical storage tank with an annular plate cover , 2005 .

[68]  Dan Simon,et al.  Evolutionary Optimization Algorithms , 2013 .

[69]  K. Chandrashekhara,et al.  Thermally induced vibration suppression of laminated plates with piezoelectric sensors and actuators , 1995 .

[70]  Hakan Akyildiz,et al.  A numerical study of the effects of the vertical baffle on liquid sloshing in two-dimensional rectangular tank , 2012 .

[71]  Seyyed M. Hasheminejad,et al.  Active sound radiation control of a thick piezolaminated smart rectangular plate , 2013 .

[72]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[73]  Kyeong-Hoon Jeong,et al.  Hydroelastic vibration of a liquid-filled circular cylindrical shell , 1998 .

[74]  Stephen Wolfram,et al.  Mathematica: a system for doing mathematics by computer (2nd ed.) , 1991 .

[75]  Stephen J. Elliott,et al.  Volume velocity vibration control of a smart panel using an arrangement of a quadratically shaped PVDF actuator and multiple accelerometers , 2002 .

[76]  Manu Sharma,et al.  Optimization Criteria for Optimal Placement of Piezoelectric Sensors and Actuators on a Smart Structure: A Technical Review , 2010 .

[77]  Aghil Yousefi-Koma,et al.  A novel technique for optimal placement of piezoelectric actuators on smart structures , 2011, J. Frankl. Inst..

[78]  Senthil S. Vel,et al.  Analysis of Static Deformation, Vibration and Active Damping of Cylindrical Composite Shells with Piezoelectric Shear Actuators , 2005 .

[79]  眞治 葉山,et al.  スロッシングの防振法に関する研究 : 第1報,逆U字管による防振法 , 1985 .

[80]  Tetsuya Matsui,et al.  Sloshing in a Cylindrical Liquid Storage Tank With a Single-Deck Type Floating Roof Under Seismic Excitation , 2009 .

[81]  Hongling Sun,et al.  Active control of low-frequency sound radiation by cylindrical shell with piezoelectric stack force actuators , 2012 .

[82]  Marco Amabili,et al.  Vibrations of circular plates resting on a sloshing liquid : Solution of the fully coupled problem , 2001 .

[83]  Paul Sas,et al.  Experimental validation of a collocated PVDF volume velocity sensor/actuator pair , 2003 .

[84]  Ayako Torisaka,et al.  Passive Control of Liquid Sloshing in Floating Roof Tank With Multi Dynamic Absorber , 2013 .

[85]  Bo Li,et al.  Disturbance observer based finite-time attitude control for rigid spacecraft under input saturation , 2014 .

[86]  Vittal S. Rao,et al.  Design of Robust Controllers for Smart Structural Systems with Actuator Saturation , 1997 .

[87]  Seyyed M. Hasheminejad,et al.  Multi-Objective Robust Active Vibration Control of an Arbitrary Thick Piezolaminated Beam , 2015 .

[88]  J. C. Bruch,et al.  Optimal piezo-actuator locations/lengths and applied voltage for shape control of beams , 2000 .

[89]  Xiangdong Liu,et al.  Comparative Research on Particle Swarm Optimization and Genetic Algorithm , 2010, Comput. Inf. Sci..

[90]  Gilles Duc,et al.  Anti-windup augmented controller for active vibration control in a smart flexible structure , 2010, 18th Mediterranean Conference on Control and Automation, MED'10.

[91]  Helmut F. Bauer Parametric Study of the Influence of Propellant Sloshing on the Stability of Spacecraft , 2012 .

[92]  H. Chung,et al.  Free vibration analysis of circular cylindrical shells , 1981 .

[93]  Hyun Sik Yoon,et al.  Effect of the vertical baffle height on the liquid sloshing in a three-dimensional rectangular tank , 2012 .

[94]  Tetsuya Matsui,et al.  MODEL TESTS ON SLOSHING IN A FLOATING-ROOF TYPE CYLINDRICAL LIQUID STORAGE TANK UNDER SEISMIC EXCITATION , 2011 .

[95]  Mohammad Ali Goudarzi Attenuation Effects of a Single Deck Floating Roof in a Liquid Storage Tank , 2014 .

[96]  Jim W Hall,et al.  A multi-physics computational model of fuel sloshing effects on aeroelastic behaviour , 2015 .

[97]  Marek Pietrzakowski,et al.  Piezoelectric control of composite plate vibration: Effect of electric potential distribution , 2008 .

[98]  H. Bauer,et al.  Viscous oscillations in a circular cylindrical tank with elastic surface cover , 2007 .

[99]  O. Weck,et al.  A COMPARISON OF PARTICLE SWARM OPTIMIZATION AND THE GENETIC ALGORITHM , 2005 .

[100]  Tsuyoshi Ida,et al.  Study of sloshing control method with damping device of actual floating roof tank , 2011 .

[101]  Paul S. Wilke,et al.  Protecting Satellites from the Dynamics of the Launch Environment , 2003 .

[102]  Mahdi Alaei-Varnosfaderani,et al.  Active transient elasto-acoustic response damping of a thick-walled liquid-coupled piezolaminated cylindrical vessel , 2016 .

[103]  Minoru Yamada,et al.  Study on Damage of a Floating Roof-Type Oil Storage Tank due to Thermal Stress , 2012 .

[104]  Stephen J. Elliott,et al.  Smart panel with multiple decentralized units for the control of sound transmission. Part II: design of the decentralized control units , 2004 .

[105]  Benjamin F. Hantz,et al.  Evaluation of Storage Tank Floating Roofs for Stress and Stability Due to Earthquake Induced Liquid Sloshing , 2007 .

[106]  Carlos A. Coello Coello,et al.  Handling multiple objectives with particle swarm optimization , 2004, IEEE Transactions on Evolutionary Computation.

[107]  T. P. Leung,et al.  Free vibration of a laminated composite circular cylindrical shell partially filled with fluid , 1997 .

[108]  Long Cheng,et al.  Constrained multi-variable generalized predictive control using a dual neural network , 2007, Neural Computing and Applications.

[109]  Hisham Abou-Kandil,et al.  Vibration control by sliding modes for a clamped plate with piezoelectric actuator and sensor , 2001, 2001 European Control Conference (ECC).

[110]  S. Semercigil,et al.  Floating and immersed plates to control sloshing in a cylindrical container at the fundamental mode , 1992 .

[111]  Y. Cao,et al.  An Inversion-Based Model Predictive Control With an Integral-of-Error State Variable for Piezoelectric Actuators , 2013, IEEE/ASME Transactions on Mechatronics.