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Bio-inspired passive design of flapping-wing micro air vehicles
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作者 Xiufeng YANG Mingjing QI 《Chinese Journal of Aeronautics》 2025年第10期360-362,共3页
Flapping-Wing Micro Air Vehicles(FMAVs)are compact and agile,capable of accessing narrow spaces that conventional vehicles struggle to reach,such as ruins,caves,or the interiors of complex structures,making them ideal... Flapping-Wing Micro Air Vehicles(FMAVs)are compact and agile,capable of accessing narrow spaces that conventional vehicles struggle to reach,such as ruins,caves,or the interiors of complex structures,making them ideal tools for reconnaissance and rescue missions.1 However,the operation of FMAVs relies on coordinating multiple forces with different scaling effects,posing challenges to miniaturization design. 展开更多
关键词 coordinating multiple forces reconnaissance rescue missions accessing narrow micro air vehicles conventional vehicles flapping wing miniaturization design passive design
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Adaptive Discrete-Time Sliding Mode Control Applied to the Pitch Motion of a Micro Air Vehicle with Flapping Wings
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作者 Joshua Hill Farbod Fahimi +1 位作者 Chang-kwon Kang Hikaru Aono 《Journal of Bionic Engineering》 2025年第2期585-595,共11页
A robust Adaptive Discrete-time Sliding Mode Controller (ADSMC) is formulated, and is applied to control the pitch motion of a simulated Flapping-Wing Micro Air Vehicle (FWMAV). There is great potential for FWMAVs to ... A robust Adaptive Discrete-time Sliding Mode Controller (ADSMC) is formulated, and is applied to control the pitch motion of a simulated Flapping-Wing Micro Air Vehicle (FWMAV). There is great potential for FWMAVs to be used as aerial tools to assist with gathering data and surveying environments. Thanks to modern manufacturing and technology, along with an increased comprehension behind the aerodynamics of wing flaps, these vehicles are now a reality, though not without limitations. Given their diminutive size, FWMAVs are susceptible to real-world disturbances, such as wind gusts, and are sensitive to particular variations in their build quality. While external forces such as wind gusts can be reasonably bounded, the unknown variations in the state may be difficult to characterize or bound without affecting performance. To address these problems, an ADSMC is developed. First, the FWMAV model is converted from continuous-time to discrete-time. Second, an ADSMC for the newly discretized FWMAV model is developed. Using this controller, the trajectory tracking performance of the FWMAV is assessed against a traditional discrete sliding mode controller, and is found to have a decreased chattering frequency and decreased control effort for the same task. Therefore, the ADSMC is assessed as the superior controller, despite being completely unaware of the model parameters or wind gust. 展开更多
关键词 Discrete-time sliding-mode control Adaptive sliding-mode control Flapping-wing micro air vehicles Wind gust
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Micro air vehicle-motivated computational biomechanics in bio-flights:aerodynamics,flight dynamics and maneuvering stability 被引量:8
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作者 Hao Liu Toshiyuki Nakata +3 位作者 Na Gao Masateru Maeda Hikaru Aono Wei Shyy 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第6期863-879,共17页
Aiming at developing an effective tool to unveil key mechanisms in bio-flight as well as to provide guidelines for bio-inspired micro air vehicles(MAVs) design,we propose a comprehensive computational framework,whic... Aiming at developing an effective tool to unveil key mechanisms in bio-flight as well as to provide guidelines for bio-inspired micro air vehicles(MAVs) design,we propose a comprehensive computational framework,which integrates aerodynamics,flight dynamics,vehicle stability and maneuverability.This framework consists of(1) a Navier-Stokes unsteady aerodynamic model;(2) a linear finite element model for structural dynamics;(3) a fluidstructure interaction(FSI) model for coupled flexible wing aerodynamics aeroelasticity;(4) a free-flying rigid body dynamic(RBD) model utilizing the Newtonian-Euler equations of 6DoF motion;and(5) flight simulator accounting for realistic wing-body morphology,flapping-wing and body kinematics,and a coupling model accounting for the nonlinear 6DoF flight dynamics and stability of insect flapping flight.Results are presented based on hovering aerodynamics with rigid and flexible wings of hawkmoth and fruitfly.The present approach can support systematic analyses of bio- and bio-inspired flight. 展开更多
关键词 micro air vehicle Bio-flight Computational mechanics Integrative biomechanics
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An experimental study of elastic properties of dragonfly-like flapping wings for use in biomimetic micro air vehicles(BMAVs) 被引量:5
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作者 Praveena Nair Sivasankaran Thomas Arthur Ward +3 位作者 Erfan Salami Rubentheren Viyapuri Christopher J.Fearday Mohd Rafie Johan 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第2期726-737,共12页
This article studies the elastic properties of several biomimetic micro air vehicle(BMAV)wings that are based on a dragonfly wing.BMAVs are a new class of unmanned micro-sized air vehicles that mimic the flapping wi... This article studies the elastic properties of several biomimetic micro air vehicle(BMAV)wings that are based on a dragonfly wing.BMAVs are a new class of unmanned micro-sized air vehicles that mimic the flapping wing motion of flying biological organisms(e.g.,insects,birds,and bats).Three structurally identical wings were fabricated using different materials:acrylonitrile butadiene styrene(ABS),polylactic acid(PLA),and acrylic.Simplified wing frame structures were fabricated from these materials and then a nanocomposite film was adhered to them which mimics the membrane of an actual dragonfly.These wings were then attached to an electromagnetic actuator and passively flapped at frequencies of 10-250 Hz.A three-dimensional high frame rate imaging system was used to capture the flapping motions of these wings at a resolution of 320 pixels x 240 pixels and 35000 frames per second.The maximum bending angle,maximum wing tip deflection,maximum wing tip twist angle,and wing tip twist speed of each wing were measured and compared to each other and the actual dragonfly wing.The results show that the ABS wing has considerable flexibility in the chordwise direction,whereas the PLA and acrylic wings show better conformity to an actual dragonfly wing in the spanwise direction.Past studies have shown that the aerodynamic performance of a BMAV flapping wing is enhanced if its chordwise flexibility is increased and its spanwise flexibility is reduced.Therefore,the ABS wing(fabricated using a 3D printer) shows the most promising results for future applications. 展开更多
关键词 ABS ACRYLIC Biomimetic micro air vehicle Flapping mechanism PLA Wing structure
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Model Identification of a Micro Air Vehicle 被引量:5
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作者 Jorge Nio Flavius Mitrache +1 位作者 Peter Cosyn Robin De Keyser 《Journal of Bionic Engineering》 SCIE EI CSCD 2007年第4期227-236,共10页
This paper is focused on the model identification of a Micro Air Vehicle (MAV) in straight steady flight condition. The identification is based on input-output data collected from flight tests using both frequency a... This paper is focused on the model identification of a Micro Air Vehicle (MAV) in straight steady flight condition. The identification is based on input-output data collected from flight tests using both frequency and time dorrtain techniques. The vehicle is an in-house 40 cm wingspan airplane. Because of the complex coupled, multivariable and nonlinear dynamics of the aircraft, linear SISO structures for both the lateral and longitudinal models around a reference state were derived. The aim of the identification is to provide models that can be used in future development of control techniques for the MAV. 展开更多
关键词 micro air vehicles system identification flight tests
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Human Memory/Learning Inspired Control Method for Flapping-Wing Micro Air Vehicles 被引量:3
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作者 Garv Lebbv 《Journal of Bionic Engineering》 SCIE EI CSCD 2010年第2期127-133,共7页
The problem of flapping motion control of Micro Air Vehicles (MAVs) with flapping wings was studied in this paper.Based upon the knowledge of skeletal and muscular components of hummingbird, a dynamic model for flappi... The problem of flapping motion control of Micro Air Vehicles (MAVs) with flapping wings was studied in this paper.Based upon the knowledge of skeletal and muscular components of hummingbird, a dynamic model for flapping wing wasdeveloped.A control scheme inspired by human memory and learning concept was constructed for wing motion control ofMAVs.The salient feature of the proposed control lies in its capabilities to improve the control performance by learning fromexperience and observation on its current and past behaviors, without the need for system dynamic information.Furthermore,the overall control scheme has a fairly simple structure and demands little online computations, making it attractive for real-timeimplementation on MAVs.Both theoretical analysis and computer simulation confirms its effectiveness. 展开更多
关键词 flapping wing micro air vehicle BIO-INSPIRED memory-based control
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Design and Aerodynamic Analysis of Dragonfly-like Flapping Wing Micro Air Vehicle 被引量:3
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作者 Yanjuan Hu Weiwei Ru +1 位作者 Qiang Liu Zhanli Wang 《Journal of Bionic Engineering》 SCIE EI CSCD 2022年第2期343-354,共12页
Dragonflies have naturally high flying ability and flight maneuverability,making them more adaptable to harsh ecological environments.In this paper,a flapping wing bionic air vehicle with three-degrees-of-freedom is d... Dragonflies have naturally high flying ability and flight maneuverability,making them more adaptable to harsh ecological environments.In this paper,a flapping wing bionic air vehicle with three-degrees-of-freedom is designed and manufactured by simulating the flight mode of dragonfly.Firstly,the body structure of dragonfly was analyzed,and then the design scheme of flapping wing micro air vehicle was proposed based on the flight motion characteristics and musculoskeletal system of dragonfly.By optimizing the configuration and using Adams to do kinematic simulation,it is shown that the designed structure can make the wings move in an“8”shape trajectory,and the motion in three directions can maintain good consistency,with good dynamic performance.Based on CFD simulation method,we analyzed that the wing has the conditions to achieve flight with good aerodynamic performance at the incoming flow speed of 5 m s^(-1)and frequency of 4 Hz,and studied the effects of angle of attack and flutter frequency on the aerodynamic performance of the aircraft.Finally,the force measurement test of the aircraft prototype is carried out using a force balance and a small wind tunnel.The test results show that the prototype can provide the average lift of 3.62 N and the average thrust of 2.54 N,which are in good agreement with the simulation results. 展开更多
关键词 Dragonfy Flapping wing micro air vehicle Three-degrees-of-freedom Aerodynamic performance
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Piezoelectric energy harvesting from morphing wing motions for micro air vehicles 被引量:2
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作者 Abdessattar Abdelkefi Mehdi Ghommem 《Theoretical & Applied Mechanics Letters》 CAS 2013年第5期69-72,共4页
Wing flapping and morphing can be very beneficial to managing the weight of micro air vehicles through coupling the aerodynamic forces with stability and control. In this letter, harvesting energy from the wing morphi... Wing flapping and morphing can be very beneficial to managing the weight of micro air vehicles through coupling the aerodynamic forces with stability and control. In this letter, harvesting energy from the wing morphing is studied to power cameras, sensors, or communication devices of micro air vehicles and to aid in the management of their power. The aerodynamic loads on flapping wings are simulated using a three-dimensional unsteady vortex lattice method. Active wing shape morphing is considered to enhance the performance of the flapping motion. A gradient-based optimization algorithm is used to pinpoint the optimal kinematics maximizing the propellent efficiency. To benefit from the wing deformation, we place piezoelectric layers near the wing roots. Gauss law is used to estimate the electrical harvested power. We demonstrate that enough power can be generated to operate a camera. Numerical analysis shows the feasibility of exploiting wing morphing to harvest energy and improving the design and performance of micro air vehicles. 展开更多
关键词 energy harvesting piezoelectric material micro air vehicles wing morphing
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Passive attitude stabilization of ionic-wind-powered micro air vehicles 被引量:1
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作者 Hengyu ZHANG Jiaming LENG +2 位作者 Zhiwei LIU Mingjing QI Xiaojun YAN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第7期412-419,共8页
The ionic-wind-powered Micro Air Vehicles(MAVs)can achieve a higher thrust-toweight ratio than other MAVs.However,this kind of MAV has not yet achieved controlled flight because of the unstable thrust produced by the ... The ionic-wind-powered Micro Air Vehicles(MAVs)can achieve a higher thrust-toweight ratio than other MAVs.However,this kind of MAV has not yet achieved controlled flight because of the unstable thrust produced by the ionic wind and the dynamic instability related to the small size.In this paper,a passive attitude stabilization method of the ionic-wind-powered MAV using air dampers is introduced.The key factors that influence the performance of the air dampers,including the layout,position,and area of the air dampers,are theoretically studied.The appropriate optimal position of the air dampers is also obtained by Monte Carlo stochastic simulations.Then the proposed passive attitude stabilization method is applied to the ionic-wind-powered MAVs of different wingspan(2 cm and 6.3 cm).Finally,the experimental results show that using the proposed method,attitude stabilization is achieved for the first time for the ionic-wind-powered MAV.Moreover,the altitude control of an ionic-wind-powered MAV with a wingspan of 6.3 cm is also demonstrated. 展开更多
关键词 air dampers Altitude control Ionic wind propulsion micro air vehicle Monte Carlo methods STABILITY
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Research on Optimization of Stable Damper for Passive Stabilized Double-wing Flapping Micro Air Vehicle 被引量:1
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作者 Yichen Zhang Qingcheng Guo +4 位作者 Wu Liu Feng Cui Jiaxin Zhao Guangping Wu Wenyuan Chen 《Journal of Bionic Engineering》 CSCD 2024年第5期2167-2183,共17页
Passively stabilized double-wing Flapping Micro Air Vehicles(FMAVs)do not require active control and exhibit good electromagnetic interference resistance,with significant research value.In this paper,the dynamic model... Passively stabilized double-wing Flapping Micro Air Vehicles(FMAVs)do not require active control and exhibit good electromagnetic interference resistance,with significant research value.In this paper,the dynamic model of FMAV was established as the foundation for identifying flapping damping coefficients.Through a pendulum experiment,we ascertain the flapping damping of the damper using the energy conservation method.Besides,fitting relationships between the damper area,damper mass,and the moment of inertia are developed.The factors influencing the bottom damper damping are deter-mined using correlation coefficients and hypothesis testing methods.Additionally,stable dampers are installed on both the top and bottom of the FMAV to achieve passive stability in simulations.The minimum damper areas for the FMAV were optimized using genetic algorithms,resulting in a minimum top damper area of 128 cm^(2) and a minimum bottom damper area of 80 cm^(2).A prototype with a mass of 25.5 g and a wingspan of 22 cm has been constructed.Prototype testing demonstrated that FMAV can take off stably with a 3 g payload and a tilt angle of 5°.During testing,the area-to-mass ratio of the FMAV reached 7.29 cm^(2)/g,achieving passive stability with the world's smallest area-to-mass ratio. 展开更多
关键词 air dampers Passive stabilization micro air vehicles Genetic algorithm
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Low-Power Operational Amplifier for Real-Time Signal Processing System of Micro Air Vehicle
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作者 王竹萍 仲顺安 聂丹丹 《Journal of Beijing Institute of Technology》 EI CAS 2010年第3期353-356,共4页
A low-power complementary metal oxide semiconductor(CMOS) operational amplifier (op-amp) for real-time signal processing of micro air vehicle (MAV) is designed in this paper.Traditional folded cascode architectu... A low-power complementary metal oxide semiconductor(CMOS) operational amplifier (op-amp) for real-time signal processing of micro air vehicle (MAV) is designed in this paper.Traditional folded cascode architecture with positive channel metal oxide semiconductor(PMOS) differential input transistors and sub-threshold technology are applied under the low supply voltage.Simulation results show that this amplifier has significantly low power,while maintaining almost the same gain,bandwidth and other key performances.The power required is only 0.12 mW,which is applicable to low-power and low-voltage real-time signal acquisition and processing system. 展开更多
关键词 microelectromechanical system(MEMS) operational amplifier(op-amp) LOW-POWER real-time signal processing system micro air vehicle(MAV)
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Gravity-assisted Takeoff of Bird-inspired Flapping-Wing Air Vehicle Using Cliff-drop
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作者 Sang-Gil Lee Hyeon-Ho Yang +1 位作者 Eun-Hyuck Lee Jae-Hung Han 《Journal of Bionic Engineering》 2025年第1期144-156,共13页
Flapping-Wing Air Vehicles(FWAVs)have been developed to pursue the efficient,agile,and quiet flight of flying animals.However,unlike lightweight FWAVs capable of vertical takeoff,relatively heavy FWAVs face challenges... Flapping-Wing Air Vehicles(FWAVs)have been developed to pursue the efficient,agile,and quiet flight of flying animals.However,unlike lightweight FWAVs capable of vertical takeoff,relatively heavy FWAVs face challenges in self-takeoff,which refers to taking off without both external device and energy input.In this study,a cliff-drop method is implemented for an independent takeoff of a heavy FWAV,relying solely on gravity.In the takeoff process using the cliff-drop method,the FWAV moves on the ground to a cliff edge using a wheel-driving motor and then descends from the cliff to achieve the necessary speed for flight.To demonstrate the cliff-drop method,the KAIST Robotic Hawk(KRoHawk)with a mass of 740 g and a wingspan of 120 cm is developed.The takeoff tests demonstrate that the KRoHawk,significantly heavier than the vertical-takeoff capable FWAVs,can successfully take off using the gravity-assisted takeoff method.The scalability of cliff-drop method is analyzed through simulations.When drop constraints are absent,the wheel-driving motor mass fraction for cliff-drop method remains negligible even as the vehicle's weight increases.When drop constraints are set to 4 m,FWAVs heavier than KRoHawk,weighing up to 4.4 kg,can perform the cliff-drop takeoffs with a wheel-driving motor mass fraction of less than 8%. 展开更多
关键词 Flapping-wing air vehicle Biologically-inspired BIOMIMETIC TAKEOFF micro air vehicle
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Kinematic and Aerodynamic Modelling of Bi- and Quad-Wing Flapping Wing Micro-Air-Vehicle 被引量:1
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作者 Harijono Djojodihardjo Alif Syamim S. Ramli +1 位作者 Surjatin Wiriadidjaja Azmin Shakrine Mohd Rafie 《Advances in Aerospace Science and Technology》 2016年第3期83-101,共19页
A generic approach to model the kinematics and aerodynamics of flapping wing ornithopter has been followed, to model and analyze a flapping bi- and quad-wing ornithopter and to mimic flapping wing biosystems to produc... A generic approach to model the kinematics and aerodynamics of flapping wing ornithopter has been followed, to model and analyze a flapping bi- and quad-wing ornithopter and to mimic flapping wing biosystems to produce lift and thrust for hovering and forward flight. Considerations are given to the motion of a rigid and thin bi-wing and quad-wing ornithopter in flapping and pitching motion with phase lag. Basic Unsteady Aerodynamic Approach incorporating salient features of viscous effect and leading-edge suction are utilized. Parametric study is carried out to reveal the aerodynamic characteristics of flapping bi- and quad-wing ornithopter flight characteristics and for comparative analysis with various selected simple models in the literature, in an effort to develop a flapping bi- and quad-wing ornithopter models. In spite of their simplicity, results obtained for both models are able to reveal the mechanism of lift and thrust, and compare well with other work. 展开更多
关键词 Bi-Wing Ornithopter Flapping Wing Aerodynamics Flapping Wing Ornithopter micro air vehicle Quad-Wing Ornithopter
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An Improved Evolvable Oscillator and Basis Function Set for Control of an Insect-Scale Flapping-Wing Micro Air Vehicle
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作者 John C.Gallagher Michael W.Oppenheimer 《Journal of Computer Science & Technology》 SCIE EI CSCD 2012年第5期966-978,共13页
This paper introduces an improved evolvable and adaptive hardware oscillator design capable of supporting adaptation intended to restore control precision in damaged or imperfectly manufactured insect-scale flapping-w... This paper introduces an improved evolvable and adaptive hardware oscillator design capable of supporting adaptation intended to restore control precision in damaged or imperfectly manufactured insect-scale flapping-wing micro air vehicles. It will also present preliminary experimental results demonstrating that previously used basis function sets may have been too large and that significantly improved learning times may be achieved by judiciously culling the oscillator search space. The paper will conclude with a discussion of the application of this adaptive, evolvable oscillator to full vehicle control as well as the consideration of longer term goals and requirements. 展开更多
关键词 evolvable and adaptive hardware micro air vehicle evolutionary algorithm
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Aerodynamic performance of hovering micro revolving wings in ground and ceiling effects at low Reynolds number 被引量:1
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作者 Jinjing HAO Yanlai ZHANG +2 位作者 Chao ZHOU Songtao CHU Jianghao WU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第1期152-165,共14页
Numerous investigations have been conducted to understand the wall effects on rotors.The purpose of this study is to further investigate the aerodynamic performance of revolving wings,especially when it is very close ... Numerous investigations have been conducted to understand the wall effects on rotors.The purpose of this study is to further investigate the aerodynamic performance of revolving wings,especially when it is very close to the ground and ceiling(i.e.,less than half the wingspan)at low Reynolds numbers.Hence,the ground and ceiling effect for hovering micro revolving wings at low Reynolds numbers are investigated by improving the theoretical models.The theoretical model for the ground effect is established based on the wall-jet assumption,and that for the ceiling effect is improved by considering the uneven spanwise distribution of induced velocity.These two models are validated by comparing the results of experiments and CFD simulations with the Lattice-Boltzmann Method(LBM).Both ground and ceiling effects are found helpful to enhance the thrust,especially with small wing-wall distances,by making a difference to the induced velocity and the pressure distribution.By comparing the thrust generation and aerodynamic efficiency between the ground and ceiling effects,the former is found more helpful to the thrust augmentation,and the latter is more beneficial for the aerodynamic efficiency promotion. 展开更多
关键词 Ceiling effect Flapping wing Ground effect micro air vehicle Revolving wing
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Structural Designs of Gear-Based Flapping Actuation and Parallel-Coupled Flight Control Mechanisms for a Compact Twin-Winged,Tailless Flapping Robot
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作者 He Ma Yuqiang Tian +7 位作者 Peiyi Gong Min Pan Qingnan Wu Youjiang Liu Hao Yin Jin Zhou Chilai Chen Tao Mei 《Journal of Bionic Engineering》 2025年第6期2923-2935,共13页
In this paper,we proposed a compact,lightweight flapping actuation mechanism and a flight control mechanism for a twin-winged,tailless,hover-capable flapping robot named HiFly-Hummingbird,which has a total mass of 14.... In this paper,we proposed a compact,lightweight flapping actuation mechanism and a flight control mechanism for a twin-winged,tailless,hover-capable flapping robot named HiFly-Hummingbird,which has a total mass of 14.4 g and a wingspan of 18.8 cm.A four-bar linkage and gears set were adopted to convert the rotation motion of DC motor into flapping oscillation and amplify the flapping amplitude.As well as,a parallel coupled flight control mechanism was designed to implement the aerodynamic moments generation strategies.The proposed flapping actuation mechanism,with a mass of 2.95 g,has been validated to achieve a 168°amplitude at a frequency of 26 Hz with an asymmetrical stroke deviation of 3.5%,operating at a power consumption of 4.05 W.The parallel coupled control mechanism weights 2.14 g(including three servos).Benefit from the nonlinen inverse kinematics model of the parallel coupled control mechanism,the proposed control mechanism exhibits a roll motion range of±10°with an accuracy error of 0.8°and a pitch motion range of±12°with an accuracy error of 0.6°.The proposed mechanical systems are beneficial to lightweight design,manufacture and assemble under stringent size,weight and power(SWaP)constraints of flapping wing micro air vehicles(FW-MAVs),and possess favorable efficiency and accuracy.Relying on the hardware control circuit and feed-back attitude control algorithm,the robot hummingbird successfully achieved untethered lifting off and reached a maximum flight altitude of 4 m in several flight tests,demonstrating that the proposed mechanical designs of the flapping robot platform effectively enhances the miniaturization and light-weighting of the hummingbird-like FW-MAVs under the conditions of meeting the propulsion and control requirements for lifting off. 展开更多
关键词 Biomimetics Flapping actuation Flight control mechanism HUMMINGBIRD micro air vehicles
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IMPROVED UVLM FOR FLAPPING-WING AERODYNAMICS COMPUTATION
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作者 贺红林 周翔 +1 位作者 龙玉繁 余春锦 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2010年第3期205-212,共8页
To calculate the aerodynamics of flapping-wing micro air vehicle(MAV) with the high efficiency and the engineering-oriented accuracy,an improved unsteady vortex lattice method (UVLM) for MAV is proposed. The metho... To calculate the aerodynamics of flapping-wing micro air vehicle(MAV) with the high efficiency and the engineering-oriented accuracy,an improved unsteady vortex lattice method (UVLM) for MAV is proposed. The method considers the influence of instantaneous wing deforming in flapping,as well as the induced drag,additionally models the stretching and the dissipation of vortex rings,and can present the aerodynamics status on the wing surface. An implementation of the method is developed. Moreover,the results and the efficiency of the proposed method are verified by CFD methods. Considering the less time cost of UVLM,for application of UVLM in the MAV optimization,the influence of wake vortex ignoring time saving and precision is studied. Results show that saving in CPU time with wake vortex ignoring the appropriate distance is considerable while the precision is not significantly reduced. It indicates the potential value of UVLM in the optimization of MAV design. 展开更多
关键词 AERODYNAMICS flapping-wing micro air vehicle(MAV) unsteady vortex lattice method (UVLM) wake vortex ignoring
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