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Optimal Sensor/actuator Placement and Switching Schemes for Control of Flexible Structures

Optimal Sensor/actuator Placement and Switching Schemes for Control of Flexible Structures PDF Author: Raffaele Potami
Publisher:
ISBN:
Category : Actuators
Languages : en
Pages : 216

Book Description
Abstract (Partial): The vibration control problem for flexible structures is examined within the context of overall controller performance and power reduction. First, the issue of optimal sensor and actuator placement is considered along with its associated control robustness aspects. Then the option of alternately activating subsets of the available devices is investigated. Such option is considered in order to better address the effects of spatiotemporally varying disturbances acting on a flexible structure while reducing the overall energy consumption. Towards the solution to the problem of optimal device placement, three different approaches are proposed. First, a computationally efficient scheme for the simultaneous placement of multiple devices is presented. The second approach proposes a strategy for the optimal placement of sensors and collocated sensor/actuator pairs, taking into account the influence of the spatial distribution of disturbances. The third approach provides a solution to the actuator location problem by incorporating considerations with respect to preferred spatial regions within the flexible structure.

Optimal Sensor/actuator Placement and Switching Schemes for Control of Flexible Structures

Optimal Sensor/actuator Placement and Switching Schemes for Control of Flexible Structures PDF Author: Raffaele Potami
Publisher:
ISBN:
Category : Actuators
Languages : en
Pages : 216

Book Description
Abstract (Partial): The vibration control problem for flexible structures is examined within the context of overall controller performance and power reduction. First, the issue of optimal sensor and actuator placement is considered along with its associated control robustness aspects. Then the option of alternately activating subsets of the available devices is investigated. Such option is considered in order to better address the effects of spatiotemporally varying disturbances acting on a flexible structure while reducing the overall energy consumption. Towards the solution to the problem of optimal device placement, three different approaches are proposed. First, a computationally efficient scheme for the simultaneous placement of multiple devices is presented. The second approach proposes a strategy for the optimal placement of sensors and collocated sensor/actuator pairs, taking into account the influence of the spatial distribution of disturbances. The third approach provides a solution to the actuator location problem by incorporating considerations with respect to preferred spatial regions within the flexible structure.

Implementation of an Actuator Placement, Switching Algorithm for Active Vibration Control in Flexible Structures

Implementation of an Actuator Placement, Switching Algorithm for Active Vibration Control in Flexible Structures PDF Author: Murali Murugavel Manjakkattuvalasu Swathanthira Kumar
Publisher:
ISBN:
Category : Actuators
Languages : en
Pages : 64

Book Description


Optimal Active Control of Flexible Structures Applying Piezoelectric Actuators

Optimal Active Control of Flexible Structures Applying Piezoelectric Actuators PDF Author: Neda Darivandi Shoushtari
Publisher:
ISBN:
Category :
Languages : en
Pages : 140

Book Description
Piezoelectric actuators have proven to be useful in suppressing disturbances and shape control of flexible structures. Large space structures such as solar arrays are susceptible to large amplitude vibrations while in orbit. Moreover, Shape control of many high precision structures such as large membrane mirrors and space antenna is of great importance. Since most of these structures need to be ultra-light-weight, only a limited number of actuators can be used. Consequently, in order to obtain the most effcient control system, the locations of the piezoelectric elements as well as the feedback gain should be optimized. These optimization problems are generally non-convex. In addition, the models for these systems typically have a large number of degrees of freedom. Researchers have used numerous optimization criteria and optimization techniques to find the optimal actuator locations in structural shape and vibration control. Due to the non-convex nature of the problem, evolutionary optimization techniques are extensively used. However, One drawback of these methods is that they do not use the gradient information and so convergence can be very slow. Classical gradient-based techniques, on the other hand, have the advantage of accurate computation; however, they may be computationally expensive, particularly since multiple initial conditions are typically needed to ensure that a global optimum is found. Consequently, a fast, yet global optimization method applicable to systems with a large number of degrees of freedom is needed. In this study, the feedback control is chosen to be an optimal linear quadratic regulator. The optimal actuator location problem is reformulated as a convex optimization problem. A subgradient-based optimization scheme which leads to the global solution of the problem is introduced to optimize the actuator locations. The optimization algorithm is applied to optimize the placement of piezoelectric actuators in vibration control of flexible structures. This method is compared with a genetic algorithm, and is observed to be faster in finding the global optimum. Moreover, by expanding the desired shape into the structure's modes of vibration, a methodology for shape control of structures is presented. Applying this method, locations of piezoelectric actuators on flexible structures are optimized. Very few experimental studies exist on shape and vibration control of structures. To the best knowledge of the author, optimal actuator placement in shape control has not been experimentally studied in the past. In this work, vibration control of a cantilever beam is investigated for various actuator locations and the effect of optimal actuator placement is studied on suppressing disturbances to the beam. Also using the proposed shape control method, the effect of optimal actuator placement is studied on the same beam. The final shape of the beam and input voltages of actuators are compared for various actuator placements.

Optimization Strategies for Sensor and Actuator Placement

Optimization Strategies for Sensor and Actuator Placement PDF Author: Sharon L. Padula
Publisher:
ISBN:
Category : Actuators
Languages : en
Pages : 20

Book Description
This paper provides a survey of actuator and sensor placement problems from a wide range of engineering disciplines and a variety of applications. Combinatorial optimization methods are recommended as a means for identifying sets of actuators and sensors that maximize performance. Several sample applications from NASA Langley Research Center such as active structural acoustic control are covered in detail. Laboratory and flight tests of these applications indicate that actuator and sensor placement methods are effective and important. Lessons learned in solving these optimization problems can guide future research.

Smart Structures and Materials

Smart Structures and Materials PDF Author:
Publisher:
ISBN:
Category : Signal processing
Languages : en
Pages : 638

Book Description


Active Control of Flexible Structures

Active Control of Flexible Structures PDF Author: Alberto Cavallo
Publisher: Springer
ISBN: 9781447157076
Category : Technology & Engineering
Languages : en
Pages : 0

Book Description
A complete solution for problems of vibration control in structures that may be subject to a broadband primary vibration field, this book addresses the following steps: experimental identification of the dynamic model of the structure; optimal placement of sensors and actuators; formulation of control constraints in terms of controller frequency response shape; controller design and simulation; and controller implementation and rapid prototyping. The identification procedure is a gray-box approach tailored to the estimation of modal parameters of large-scale flexible structures. The actuator/sensor placement algorithm maximizes a modal controllability index improving the effectiveness of the control. Considering limitations of sensors and actuators, the controller is chosen as a stable, band-pass MIMO system resulting from the closed-form solution of a robust control problem. Experimental results on an aeronautical stiffened skin panel are presented using rapid-prototyping hardware.

Balanced Control of Flexible Structures

Balanced Control of Flexible Structures PDF Author: Wodek Gawronski
Publisher: Springer
ISBN: 9783662202753
Category : Technology & Engineering
Languages : en
Pages : 265

Book Description
Methods of structural control and dynamics are introduced in this book. These include reduction of large structural models by balanced truncation, placement of actuators and sensors for dynamic testing and control, structural identification of the minimum-order balanced representation, balanced dissipative controller design, balanced LQG and H( controller designs with the closed-form relationships between controller parameters and system performance, and controller reduction methods that preserve the closed-loop performance. The book explores the unique properties of flexible structures to obtain efficient methods of dynamic analysis and controller design. The presented methods of structural dynamics, identification, sensor/actuator placement, and passive, LQG and H( controller design have been checked both with simulations and industrial implementations.

Optimal Sensor/Actuator Placement on a Large Space Structure

Optimal Sensor/Actuator Placement on a Large Space Structure PDF Author: R. R. Luter
Publisher:
ISBN:
Category :
Languages : en
Pages : 92

Book Description
The method of eliminating observation and control spillover is studied by making groups of reduced order controlled modes orthogonal to each other. These modes are the rows and columns of the system matrices which are calculated from the direction cosine matrix and the eigenvector matrix. The direction cosine matrix is determined from the locations and orientations of the sensor/actuators. The eigenvector matrix is determined from the NASTRAN finite element model of large space structure. The decentralized controller can be made stable if the placement of the sensors/actuators cause the spillover to be eliminated. The program ANGLE is developed to calculate the angles between modes. After selecting a possible grouping of modes, problems angles are identified for improvement. These angles are then improved using the ORIENT program by manipulating the sensor/actuator placement model. Finally, the finite element model is changed to see its effect on the angles between the modes. (Author).

Output Based Optimal Placement of Actuators and Sensors for Active Vibration and Structural Acoustic Control

Output Based Optimal Placement of Actuators and Sensors for Active Vibration and Structural Acoustic Control PDF Author: Barry J. Dunn
Publisher:
ISBN:
Category :
Languages : en
Pages : 302

Book Description


Hybrid Control of Flexible Structures

Hybrid Control of Flexible Structures PDF Author: Shahin Sabokdast Nudehi
Publisher:
ISBN:
Category : Feedback control systems
Languages : en
Pages : 202

Book Description