System Identification Modeling of a Model-scale Helicopter

System Identification Modeling of a Model-scale Helicopter PDF Author: Bernard Mettler
Publisher:
ISBN:
Category : Flight control
Languages : en
Pages : 25

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Book Description
Abstract: "Development of a reliable high-performance helicopter-based unmanned aerial vehicle (UAV) requires an accurate and practical model of the vehicle dynamics. This report describes the process and results of the dynamic modeling of a model-scale unmanned helicopter (Yamaha R-50 with 10 ft rotor diameter) using system identification. A complete dynamic model was derived for both hover and cruise flight conditions. In addition to standard helicopter flight characteristics, the model explicitly accounts for the stabilizer bar, which has a strong influence on the flight dynamics and is widely used in model-scale helicopters. The accuracy of the developed model is verified by the comparison between predicted and actual responses from the model and the flight experiments (in both frequency and time domains), and between key identified parameters and their theoretical values. Scaling of the main characteristics of the R-50 model-scale helicopter with respect to those of a UH-1H full-size helicopter was performed to determine how the size influences the flight dynamics of helicopters."

System Identification Modeling of a Model-scale Helicopter

System Identification Modeling of a Model-scale Helicopter PDF Author: Bernard Mettler
Publisher:
ISBN:
Category : Flight control
Languages : en
Pages : 25

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Book Description
Abstract: "Development of a reliable high-performance helicopter-based unmanned aerial vehicle (UAV) requires an accurate and practical model of the vehicle dynamics. This report describes the process and results of the dynamic modeling of a model-scale unmanned helicopter (Yamaha R-50 with 10 ft rotor diameter) using system identification. A complete dynamic model was derived for both hover and cruise flight conditions. In addition to standard helicopter flight characteristics, the model explicitly accounts for the stabilizer bar, which has a strong influence on the flight dynamics and is widely used in model-scale helicopters. The accuracy of the developed model is verified by the comparison between predicted and actual responses from the model and the flight experiments (in both frequency and time domains), and between key identified parameters and their theoretical values. Scaling of the main characteristics of the R-50 model-scale helicopter with respect to those of a UH-1H full-size helicopter was performed to determine how the size influences the flight dynamics of helicopters."

Identification Modeling and Characteristics of Miniature Rotorcraft

Identification Modeling and Characteristics of Miniature Rotorcraft PDF Author: Bernard Mettler
Publisher: Springer Science & Business Media
ISBN: 1475737858
Category : Technology & Engineering
Languages : en
Pages : 237

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Book Description
Identification Modeling and Characteristics of Miniature Rotorcraft introduces an approach to developing a simple and effective linear parameterized model of vehicle dynamics using the CIFERâ identification tool created by the Army/NASA Rotorcraft Division. It also presents the first application of the advanced control system optimization tool CONDUITâ to systematically and efficiently tune control laws for a model-scale UAV helicopter against multiple and competing dynamic response criteria. Identification Modeling and Characteristics of Miniature Rotorcraft presents the detailed account of how the theory was developed, the experimentation performed, and how the results were used. This book will serve as a basic and illustrative guide for all students that are interested in developing autonomous flying helicopters.

Modeling, Identification, and Trajectory Planning for a Model-scale Helicopter

Modeling, Identification, and Trajectory Planning for a Model-scale Helicopter PDF Author: Sung K. Kim
Publisher:
ISBN:
Category :
Languages : en
Pages : 234

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Control-oriented Modeling and System Identification for Nonlinear Trajectory Tracking Control of a Small-scale Unmanned Helicopter

Control-oriented Modeling and System Identification for Nonlinear Trajectory Tracking Control of a Small-scale Unmanned Helicopter PDF Author: Sepehr Pourrezaei Khaligh
Publisher:
ISBN:
Category : Drone aircraft
Languages : en
Pages : 187

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Book Description
Model-based control design of small-scale helicopters involves considerable challenges due to their nonlinear and underactuated dynamics with strong couplings between the different degrees-of-freedom (DOFs). Most nonlinear model-based multi-input multi-output (MIMO) control approaches require the dynamic model of the system to be affine-in-control and fully actuated. Since the existing formulations for helicopter nonlinear dynamic model do not meet these requirements, these MIMO approaches cannot be applied for control of helicopters and control designs in the literature mostly use the linearized model of the helicopter dynamics around different trim conditions instead of directly using the nonlinear model. The purpose of this thesis is to derive the 6-DOF nonlinear model of the helicopter in an affine-in-control, non-iterative and square input-output formulation to enable many nonlinear control approaches, that require a control-affine and square model such as the sliding mode control (SMC), to be used for control design of small-scale helicopters. A combination of the first-principles approach and system identification is used to derive this model. To complete the nonlinear model of the helicopter required for the control design, the inverse kinematics of the actuating mechanisms of the main and tail rotors are also derived using an approach suitable for the real-time control applications. The parameters of the new control-oriented formulation are identified using a time-domain system identification strategy and the model is validated using flight test data. A robust sliding mode control (SMC) is then designed using the new formulation of the helicopter dynamics and its robustness to parameter uncertainties and wind disturbances is tested in simulations. Next, a hardware-in-the-loop (HIL) testbed is designed to allow for the control implementation and gain tuning as well as testing the robustness of the controller to external disturbances in a controlled environment on the ground. The controller is also tested in real flights.

Characterization of a Small-scale Helicopter Through System Identification and State-space Modeling Techniques

Characterization of a Small-scale Helicopter Through System Identification and State-space Modeling Techniques PDF Author: Ryan L. Jackson
Publisher:
ISBN:
Category : Electrical engineering
Languages : en
Pages : 192

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Linear and Nonlinear Control of Small-Scale Unmanned Helicopters

Linear and Nonlinear Control of Small-Scale Unmanned Helicopters PDF Author: Ioannis A. Raptis
Publisher: Springer Science & Business Media
ISBN: 9400700237
Category : Technology & Engineering
Languages : en
Pages : 210

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Book Description
There has been significant interest for designing flight controllers for small-scale unmanned helicopters. Such helicopters preserve all the physical attributes of their full-scale counterparts, being at the same time more agile and dexterous. This book presents a comprehensive and well justified analysis for designing flight controllers for small-scale unmanned helicopters guarantying flight stability and tracking accuracy. The design of the flight controller is a critical and integral part for developing an autonomous helicopter platform. Helicopters are underactuated, highly nonlinear systems with significant dynamic coupling that needs to be considered and accounted for during controller design and implementation. Most reliable mathematical tools for analysis of control systems relate to modern control theory. Modern control techniques are model-based since the controller architecture depends on the dynamic representation of the system to be controlled. Therefore, the flight controller design problem is tightly connected with the helicopter modeling. This book provides a step-by-step methodology for designing, evaluating and implementing efficient flight controllers for small-scale helicopters. Design issues that are analytically covered include: • An illustrative presentation of both linear and nonlinear models of ordinary differential equations representing the helicopter dynamics. A detailed presentation of the helicopter equations of motion is given for the derivation of both model types. In addition, an insightful presentation of the main rotor's mechanism, aerodynamics and dynamics is also provided. Both model types are of low complexity, physically meaningful and capable of encapsulating the dynamic behavior of a large class of small-scale helicopters. • An illustrative and rigorous derivation of mathematical control algorithms based on both the linear and nonlinear representation of the helicopter dynamics. Flight controller designs guarantee that the tracking objectives of the helicopter's inertial position (or velocity) and heading are achieved. Each controller is carefully constructed by considering the small-scale helicopter's physical flight capabilities. Concepts of advanced stability analysis are used to improve the efficiency and reduce the complexity of the flight control system. Controller designs are derived in both continuous time and discrete time covering discretization issues, which emerge from the implementation of the control algorithm using microprocessors. • Presentation of the most powerful, practical and efficient methods for extracting the helicopter model parameters based on input/output responses, collected by the measurement instruments. This topic is of particular importance for real-life implementation of the control algorithms. This book is suitable for students and researches interested in the development and the mathematical derivation of flight controllers for small-scale helicopters. Background knowledge in modern control is required.

Frequency-Domain System Identification for Unmanned Helicopters from Flight Data

Frequency-Domain System Identification for Unmanned Helicopters from Flight Data PDF Author: Mohammadhossein Mohajerani
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Small-scale Helicopter System Identification Model Using Recurrent Neural Networks

Small-scale Helicopter System Identification Model Using Recurrent Neural Networks PDF Author: Zahari Taha
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Modeling, Control and Coordination of Helicopter Systems

Modeling, Control and Coordination of Helicopter Systems PDF Author: Beibei Ren
Publisher: Springer Science & Business Media
ISBN: 1461415632
Category : Technology & Engineering
Languages : en
Pages : 243

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Book Description
Modeling, Control and Coordination of Helicopter Systems provides a comprehensive treatment of helicopter systems, ranging from related nonlinear flight dynamic modeling and stability analysis to advanced control design for single helicopter systems, and also covers issues related to the coordination and formation control of multiple helicopter systems to achieve high performance tasks. Ensuring stability in helicopter flight is a challenging problem for nonlinear control design and development. This book is a valuable reference on modeling, control and coordination of helicopter systems,providing readers with practical solutions for the problems that still plague helicopter system design and implementation. Readers will gain a complete picture of helicopters at the systems level, as well as a better understanding of the technical intricacies involved.

Aerodynamic Modeling and System Identification of a Miniature Helicopter

Aerodynamic Modeling and System Identification of a Miniature Helicopter PDF Author: Zhe Liang
Publisher:
ISBN:
Category : Helicopters
Languages : en
Pages : 77

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Book Description