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Dynamic flight stability of hovering model insects:theory versus simulation using equations of motion coupled with Navier-Stokes equations 被引量:9
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作者 Yan-Lai Zhang Mao Sun 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第4期509-520,共12页
In the present paper, the longitudinal dynamic flight stability properties of two model insects are predicted by an approximate theory and computed by numerical sim- ulation. The theory is based on the averaged model ... In the present paper, the longitudinal dynamic flight stability properties of two model insects are predicted by an approximate theory and computed by numerical sim- ulation. The theory is based on the averaged model (which assumes that the frequency of wingbeat is sufficiently higher than that of the body motion, so that the flapping wings' degrees of freedom relative to the body can be dropped and the wings can be replaced by wingbeat-cycle-average forces and moments); the simulation solves the complete equations of motion coupled with the Navier-Stokes equations. Comparison between the theory and the simulation provides a test to the validity of the assumptions in the theory. One of the insects is a model dronefly which has relatively high wingbeat frequency (164 Hz) and the other is a model hawkmoth which has relatively low wingbeat frequency (26 Hz). The results show that the averaged model is valid for the hawkmoth as well as for the dronefly. Since the wingbeat frequency of the hawkmoth is relatively low (the characteristic times of the natural modes of motion of the body divided by wingbeat period are relatively large) compared with many other insects, that the theory based on the averaged model is valid for the hawkmoth means that it could be valid for many insects. 展开更多
关键词 Insect Hovering Dynamic flight stability Averaged model Equations-of-motion Navier-Stokes simulation
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Unsteady aerodynamics modeling for flight dynamics application 被引量:13
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作者 Qing Wang Kai-Feng He. +3 位作者 Wei-Qi Qian Tian-Jiao Zhang Yan-Qing Cheng Kai-Yuan Wu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2012年第1期14-23,共10页
In view of engineering application, it is practicable to decompose the aerodynamics into three components: the static aerodynamics, the aerodynamic increment due to steady rotations, and the aerodynamic increment due... In view of engineering application, it is practicable to decompose the aerodynamics into three components: the static aerodynamics, the aerodynamic increment due to steady rotations, and the aerodynamic increment due to unsteady separated and vortical flow. The first and the second components can be presented in conventional forms, while the third is described using a one-order differential equation and a radial-basis-function (RBF) network. For an aircraft configuration, the mathematical models of 6- component aerodynamic coefficients are set up from the wind tunnel test data of pitch, yaw, roll, and coupled yawroll large-amplitude oscillations. The flight dynamics of an aircraft is studied by the bifurcation analysis technique in the case of quasi-steady aerodynamics and unsteady aerodynam- ics, respectively. The results show that: (1) unsteady aerodynamics has no effect upon the existence of trim points, but affects their stability; (2) unsteady aerodynamics has great effects upon the existence, stability, and amplitudes of periodic solutions; and (3) unsteady aerodynamics changes the stable regions of trim points obviously. Furthermore, the dynamic responses of the aircraft to elevator deflections are inspected. It is shown that the unsteady aerodynamics is beneficial to dynamic stability for the present aircraft. Finally, the effects of unsteady aerodynamics on the post-stall maneuverability 展开更多
关键词 Unsteady aerodynamics High angle of attack Mathematical model flight dynamics - Bifurcation analysis Post-stall maneuver
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Research on Flight First Service Model and Algorithms for the Gate Assignment Problem 被引量:4
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作者 Jiarui Zhang Gang Wang Siyuan Tong 《Computers, Materials & Continua》 SCIE EI 2019年第9期1091-1104,共14页
Aiming at the problem of gate allocation of transit flights,a flight first service model is established.Under the constraints of maximizing the utilization rate of gates and minimizing the transit time,the idea of“fi... Aiming at the problem of gate allocation of transit flights,a flight first service model is established.Under the constraints of maximizing the utilization rate of gates and minimizing the transit time,the idea of“first flight serving first”is used to allocate the first time,and then the hybrid algorithm of artificial fish swarm and simulated annealing is used to find the optimal solution.That means the fish swarm algorithm with the swallowing behavior is employed to find the optimal solution quickly,and the simulated annealing algorithm is used to obtain a global optimal allocation scheme for the optimal local region.The experimental data show that the maximum utilization of the gate is 27.81%higher than that of the“first come first serve”method when the apron is not limited,and the hybrid algorithm has fewer iterations than the simulated annealing algorithm alone,with the overall passenger transfer tension reducing by 1.615;the hybrid algorithm has faster convergence and better performance than the artificial fish swarm algorithm alone.The experimental results indicate that the hybrid algorithm of fish swarm and simulated annealing can achieve higher utilization rate of gates and lower passenger transfer tension under the idea of“first flight serving first”. 展开更多
关键词 Gate assignment flight first service model fish swarm algorithm passenger transfer tension
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Identification method for helicopter flight dynamics modeling with rotor degrees of freedom 被引量:4
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作者 Wu Wei 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第6期1363-1372,共10页
A comprehensive method based on system identification theory for helicopter flight dynamics modeling with rotor degrees of freedom is developed. A fully parameterized rotor flapping equation for identification purpose... A comprehensive method based on system identification theory for helicopter flight dynamics modeling with rotor degrees of freedom is developed. A fully parameterized rotor flapping equation for identification purpose is derived without using any theoretical model, so the confidence of the identified model is increased, and then the 6 degrees of freedom rigid body model is extended to 9 degrees of freedom high-order model. Bode sensitivity function is derived to increase the accuracy of frequency spectra calculation which influences the accuracy of model parameter identification. Then a frequency domain identification algorithm is established. Acceleration technique is developed furthermore to increase calculation efficiency, and the total identification time is reduced by more than 50% using this technique. A comprehensive two-step method is established for helicopter high-order flight dynamics model identification which increases the numerical stability of model identification compared with single step algorithm. Application of the developed method to identify the flight dynamics model of BO 105 helicopter based on flight test data is implemented. A comparative study between the high-order model and rigid body model is performed at last. The results show that the developed method can be used for helicopter high-order flight dynamics model identification with high accuracy as well as efficiency, and the advantage of identified high-order model is very obvious compared with low-order model. 展开更多
关键词 flight dynamics Frequency domain Helicopters Identification modeling Rotors
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Aeroelastic stability of full-span tiltrotor aircraft model in forward flight 被引量:4
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作者 Zhiquan LI Pinqi XIA 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第6期1885-1894,共10页
The existing full-span models of the tiltrotor aircraft adopted the rigid blade model without considering the coupling relationship among the elastic blade, wing and fuselage. To overcome the limitations of the existi... The existing full-span models of the tiltrotor aircraft adopted the rigid blade model without considering the coupling relationship among the elastic blade, wing and fuselage. To overcome the limitations of the existing full-span models and improve the precision of aeroelastic analysis of tiltrotor aircraft in forward flight, the aeroelastic stability analysis model of full-span tiltrotor aircraft in forward flight has been presented in this paper by considering the coupling among elastic blade, wing, fuselage and various components. The analytical model is validated by comparing with the calculation results and experimental data in the existing references. The influence of some structural parameters, such as the fuselage degrees of freedom, relative displacement between the hub center and the gravity center, and nacelle length, on the system stability is also investigated. The results show that the fuselage degrees of freedom decrease the critical stability velocity of tiltrotor aircraft, and the variation of the structural parameters has great influence on the system stability,and the instability form of system can change between the anti-symmetric and symmetric wing motions of vertical and chordwise bending. 展开更多
关键词 Aeroelastic stability Forward flight Full-span model Modal analysis Tiltrotor aircraft
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Development of an Autonomous Flight Control System for Small Size Unmanned Helicopter Based on Dynamical Model 被引量:2
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作者 王赓 Kondak Konstantin +3 位作者 Marek Musial 盛焕烨 吕恬生 Hommel Günter 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第6期744-752,共9页
It is devoted to the development of an autonomous flight control system for small size unmanned helicopter based on dynamical model. At first, the mathematical model of a small size helicopter is described. After that... It is devoted to the development of an autonomous flight control system for small size unmanned helicopter based on dynamical model. At first, the mathematical model of a small size helicopter is described. After that simple but effective MTCV control algorithm was proposed. The whole flight control algorithm is composed of two parts: orientation controller based on the model for rotation dynamics and a robust position controller for a double integrator. The MTCV block is also used to achieve translation velocity control. To demonstrate the performance of the presented algorithm, simulation results and results achieved in real flight experiments were presented. 展开更多
关键词 unmanned HELICOPTER DYNAMICAL model flight control unmanned AERIAL vehicle (UAV)
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Flight mission modeling based on BDI Petri net
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作者 Yuanyuan Zhang Wenhai Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第4期776-783,共8页
Goals reasoning and management of pilot is a key issue to monitor pilot's behavior and intention. Traditional modeling methods are based on scenarios or situations, such methods will cause the,covering problem due... Goals reasoning and management of pilot is a key issue to monitor pilot's behavior and intention. Traditional modeling methods are based on scenarios or situations, such methods will cause the,covering problem due to redundancy and are incapable of depicting interactions among various goals and plans of pilot. Petri net integrated with belief, desire and intention (BDI) theory (BDI Petri net) is designed to solve this problem. Focusing on the BDI theory, goal states of agent are discussed firstly. Belief, desire and intention are modeled by places and transitions based on the Petri net theory. In order to simplify the network, colored token is introduced to depict various states of belief, and the hierarchy transition is applied to model the intention, together with tokens' flow derrionstrating the interaction among various goals and relationship among belief, desire and intention. A search and rescue mission is used to validate the proposed method and the result indicates that the model can be used to monitor goals and behaviors of pilots. 展开更多
关键词 Petri net BELIEF desire and intention (BDI) theory flight mission modeling agent
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Evaluation Model of Design for Operation and Architecture of Hierarchical Virtual Simulation for Flight Vehicle Design 被引量:6
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作者 LIU Hua TIAN Yongliang +2 位作者 ZHANG Chaoying YIN Jiao SUN Yijie 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2012年第2期216-226,共11页
In order to take requirements for commercial operations or military missions into better consideration in new flight vehicle design, a tri-hierarchical task classification model of "design for operation" is proposed... In order to take requirements for commercial operations or military missions into better consideration in new flight vehicle design, a tri-hierarchical task classification model of "design for operation" is proposed, which takes basic man-object interaction task, complex collaborative operation and large-scale joint operation into account. The corresponding general architecture of evaluation criteria is also depicted. Then a virtual simulation-based approach to implement the evaluations at three hierarchy levels is mainly analyzed with a detailed example, which validates the feasibility and effectiveness of evaluation architecture. Finally, extending the virtual simulation architecture from design to operation training is discussed. 展开更多
关键词 flight vehicle design operation virtual simulation TRAINING evaluation model
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Primary safe criterion of earth-brushing flight for flying vehicle over digital surface model
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作者 赵敏 林行刚 赵乃国 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期309-314,共6页
In modern terrain-following guidance it is an important index for flight vehicle to cruise about safely and normally. On the basis of a constructing method of digital surface model (DSM), the definition, classificatio... In modern terrain-following guidance it is an important index for flight vehicle to cruise about safely and normally. On the basis of a constructing method of digital surface model (DSM), the definition, classification and scale analysis of an isolated obstacle threatening flight safety of terrain-following guidance are made. When the interval of vertical-and cross-sections on DSM is 12. 5 m, the proportion of isolated obstacles to the data amount of DSM model to be loaded is optimal. The main factors influencing the lowest flying height in terrain-following guidance are analyzed, and a primary safe criterion of the lowest flying height over DSM model is proposed. According to their test errors, the lowest flying height over 1:10 000 DSM model can reach 40. 5 m^45. 0 m in terrain-following guidance. It is shown from the simulation results of a typical urban district that the proposed models and methods are reasonable and feasible. 展开更多
关键词 digital surface model terrain-following guidance flight obstacle ground feature flight vehicle.
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一种通用直升机飞行动力学仿真建模方法
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作者 周晓光 张沛帆 +1 位作者 王伟 王晶 《兵工自动化》 北大核心 2025年第7期83-87,106,共6页
针对某型直升机飞行教学训练模拟系统研发需求,提出一种通用直升机飞行动力学仿真建模方法。基于动量-叶素理论给出直升机主旋翼升力和诱导速度迭代计算方法,引入诱导速度动态模型,并构建主旋翼一阶挥舞方程;分别给出机身、机翼、尾桨... 针对某型直升机飞行教学训练模拟系统研发需求,提出一种通用直升机飞行动力学仿真建模方法。基于动量-叶素理论给出直升机主旋翼升力和诱导速度迭代计算方法,引入诱导速度动态模型,并构建主旋翼一阶挥舞方程;分别给出机身、机翼、尾桨、水平尾翼、垂直尾翼的空气动力学建模方法;构建仿真实例,对主旋翼拉力和模型动态响应进行仿真分析。结果表明,该方法具备可靠性、准确性和实时性。 展开更多
关键词 直升机 飞行动力学模型 飞行模拟器
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基于MPC的随机风场下航空器纵向自主间隔控制 被引量:1
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作者 汤新民 陆晓娜 《北京航空航天大学学报》 北大核心 2025年第9期2860-2871,共12页
针对航迹随机扰动下的纵向自主间隔保持问题,高空风这一随机因素往往导致两机纵向间隔鲁棒性较差的情况,基于此,提出基于模型预测控制(MPC)的航空器纵向自主间隔控制方法。建立两机所受风场差值与纵向间隔的非线性运动学微分方程,推导... 针对航迹随机扰动下的纵向自主间隔保持问题,高空风这一随机因素往往导致两机纵向间隔鲁棒性较差的情况,基于此,提出基于模型预测控制(MPC)的航空器纵向自主间隔控制方法。建立两机所受风场差值与纵向间隔的非线性运动学微分方程,推导线性时变预测模型,选取两机的纵向间隔和航路偏差距离为优化目标,高空风为随机扰动量,前机的真空速和偏航角作为观测量,并在空中安全和航空器性能约束中加入终端等式约束保持系统的稳定性。为验证所提方法的有效性,在规定的120s仿真时间内,设置3组不同期望纵向间隔分别为12,13,14km,通过设计的MPC控制器,在滚动时域周期内通过控制后机真空速和偏航角,两机纵向间隔曲线较为平滑且始终不低于最小安全间隔10 km,分别在第74,90,118 s稳定在期望的目标纵向间隔,在第58,74,95 s开始回归航路,最终回到航路中心线;设置了2组风场对照组,一组为预报风强度增大2倍,另一组为紊流风的扰动强度增大8倍,均能分别在第61,72s平滑且稳定地建立期望的纵向间隔12km。 展开更多
关键词 空中交通管理 飞行跟驰模型 自主间隔控制 模型预测控制 随机扰动
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Design and Experiments of Model-free Compound Controller of Flight Simulator 被引量:3
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作者 Guo Zhifu Cao Jian Zhao Keding 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第6期644-648,共5页
A model-flee compound controller design method is proposed to achieve the wide frequency bandwidth requirement of flight simulators. The method based on quantitative feedback theory, acquires system uncertainty under ... A model-flee compound controller design method is proposed to achieve the wide frequency bandwidth requirement of flight simulators. The method based on quantitative feedback theory, acquires system uncertainty under different working conditions through closed-loop identification with power spectrum estimation. Then in controller designing, it makes a trade, off between the strict requirements for magnitude-frequency characteristics and those for phase-frequency characteristics of flight simulators, by converting the indices of magnitude-frequency characteristics of flight simulators into quantitative feedback theory-based tracking specification bounds and using feedforward controller to attain the required phase-flequency characteristics. Simulation and experimental results indicate that, when used to design inner flame controller of flight simulator, the proposed method can fulfill the requirements for wide frequency bandwidth indices. Compared with other controller design methods, it has the property of model-free and transparency. 展开更多
关键词 model-FREE quantitative feedback theory power spectrum estimation flight simulators closed-loop system identification
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基于改进鸟群算法的舰船管道路径设计方法 被引量:1
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作者 林焰 辛登月 +2 位作者 纪卓尚 李铁骊 王文双 《哈尔滨工程大学学报》 北大核心 2025年第1期27-37,共11页
针对鸟群算法易陷入局部最优解的问题,本文提出一种多维度自由粒子改进鸟群算法,并基于FPBSA算法提出了一种舰船管道路径设计方法。提出一种编码方法,采用莱维飞行替代鸟群算法的随机搜索过程,增强算法寻优能力;设计一种多维度自由粒子... 针对鸟群算法易陷入局部最优解的问题,本文提出一种多维度自由粒子改进鸟群算法,并基于FPBSA算法提出了一种舰船管道路径设计方法。提出一种编码方法,采用莱维飞行替代鸟群算法的随机搜索过程,增强算法寻优能力;设计一种多维度自由粒子用于精准寻优,解决算法在处理多维度问题时容易陷入局部最优解的问题;给出一种新的分支管道处理策略,并给出了一种可用于求解单管道、分支管道混合布置设计的舰船管道路径设计方法。对比实验结果表明:FPBSA算法在相同条件下收敛速度提升了约80%,证明了所提算法的高效性和其卓越的快速收敛性能。同时,通过仿真案例和UTS实际案例进一步证明了所提算法的实用性和可靠性。研究成果可以为实际舰船的管道布置设计提供依据和支撑。 展开更多
关键词 舰船 管道 路径设计 莱维飞行 多维度自由粒子 UTS模型
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Robust Near-Hovering Flight Controller for Model-Scale Helicopters Via Parametric Approach
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作者 Zhigang Zhou Yongan Zhang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2015年第5期69-77,共9页
This paper aims to provide a parametric design for robust flight controller of the model-scale helicopter. The main contributions lie in two aspects. Firstly,under near-hovering condition,a procedure is presented for ... This paper aims to provide a parametric design for robust flight controller of the model-scale helicopter. The main contributions lie in two aspects. Firstly,under near-hovering condition,a procedure is presented for simplification of the highly nonlinear and under-actuated model of the model-scale helicopter. This nonlinear system is linearized around the trim values of the chosen flight mode,followed by decomposing this high-order linear model into three lower-order subsystems according to the coupling properties among channels.After decomposition,the three subsystems are obtained which include the coupling subsystem between the roll( pitch) motion and the lateral( longitudinal) motion,the subsystem of the yaw motion and the subsystem of the vertical motion. Secondly,by using eigenstructure assignment,the problem of flight controller design can be converted into solving two optimization problems and the linear robust controllers of these subsystems are designed through solving these optimization problems. Besides, this paper contrasts and analyzed the performances of the LQR controller and the parametric controller. The results demonstrate the effectiveness and the robustness against the parametric perturbations of the parametric controller. 展开更多
关键词 model-scale helicopter near-hovering robust flight controller robust eigenstructure assignment
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Reliable flight performance assessment of multirotor based on interacting multiple model particle filter and health degree 被引量:6
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作者 Zhiyao ZHAO Peng YAO +3 位作者 Xiaoyi WANG Jiping XU Li WANG Jiabin YU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第2期444-453,共10页
Multirotor has been applied to many military and civilian mission scenarios. From the perspective of reliability, it is difficult to ensure that multirotors do not generate hardware and software failures or performanc... Multirotor has been applied to many military and civilian mission scenarios. From the perspective of reliability, it is difficult to ensure that multirotors do not generate hardware and software failures or performance anomalies during the flight process. These failures and anomalies may result in mission interruptions, crashes, and even threats to the lives and property of human beings.Thus, the study of flight reliability problems of multirotors is conductive to the development of the drone industry and has theoretical significance and engineering value. This paper proposes a reliable flight performance assessment method of multirotors based on an Interacting Multiple Model Particle Filter(IMMPF) algorithm and health degree as the performance indicator. First, the multirotor is modeled by the Stochastic Hybrid System(SHS) model, and the problem of reliable flight performance assessment is formulated. In order to solve the problem, the IMMPF algorithm is presented to estimate the real-time probability distribution of hybrid state of the established SHS-based multirotor model, since it can decrease estimation errors compared with the standard interacting multiple model algorithm based on extended Kalman filter. Then, the reliable flight performance is assessed with health degree based on the estimation result. Finally, a case study of a multirotor suffering from sensor anomalies is presented to validate the effectiveness of the proposed method. 展开更多
关键词 HEALTH DEGREE INTERACTING multiple model Multirotor Particle filter Reliability and safety RELIABLE flight performance Unmanned AERIAL vehicles
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基于Levy飞行和麻雀搜索算法优化集成学习模型的水质估算 被引量:3
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作者 李爱民 康轩 +3 位作者 袁铮 王海隆 闫翔宇 许有成 《同济大学学报(自然科学版)》 北大核心 2025年第3期450-461,共12页
由于水体的光学复杂性和不同水质参数之间的相互作用,利用集成学习方法估算水质参数具有优势;然而,在建模过程中如何合理选择超参数仍然是一个难题。麻雀搜索算法能够快速搜索集成学习模型的最优参数;而Levy飞行算法可以防止麻雀搜索算... 由于水体的光学复杂性和不同水质参数之间的相互作用,利用集成学习方法估算水质参数具有优势;然而,在建模过程中如何合理选择超参数仍然是一个难题。麻雀搜索算法能够快速搜索集成学习模型的最优参数;而Levy飞行算法可以防止麻雀搜索算法(Sparrow Search Algorithm,SSA)陷入局部最优,并提高模型的准确性和效率。使用Levy飞行算法和麻雀搜索算法对随机森林(RandomForest,RF)、自适应回归(AdaBoost Regression,ABR)和类别提升回归(CatBoost Regression,CBR)3种集成学习模型进行了优化。以郑州东风渠和熊耳河为研究区,基于实测叶绿素a(chlorophyll-a,Chl-a)和总悬浮物(total suspended solids,TSM)数据,构建了LSSA-RF、LSSA-ABR和LSSA-CBR这3种估算模型。实验结果表明:模型经过优化后,各项指标均有不同程度的提高。其中表现最优的是LSSA-CBR模型;CBR模型是在梯度提升框架下进行的建模,对比RF和CBR模型具有更高维度的学习能力。在叶绿素a的估算中,LSSA-CBR估算模型的均方根误差为2.325μg·L^(-1),决定系数为0.896;在总悬浮物的估算中,LSSA-CBR模型的均方根误差为1.598 mg·L^(-1),决定系数为0.882。最后,将精度较好的LSSA-CBR模型应用于卫星Planet影像中,以评估河流叶绿素a和总悬浮物的空间分布情况。研究结果可为环保部门快速了解城市河流水质分布及进行水质评价与管理提供参考。 展开更多
关键词 叶绿素a 总悬浮物 集成学习模型 Levy飞行—麻雀搜索算法 城市河流
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基于分布式FBG传感测量的旋翼动载荷工程建模与试飞验证
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作者 张宏林 程卫真 夏品奇 《应用力学学报》 北大核心 2025年第3期542-551,共10页
为了应用分布式光纤布拉格光栅(fiber Bragg grating,FBG)传感网络飞行实测直升机旋翼动载荷,综合分析旋翼桨叶的载荷与应变,以及FBG传感器的使用要求,设计了桨叶表面的FBG传感网络布设方案。在此基础上,提出基于FBG应变测量的工程建模... 为了应用分布式光纤布拉格光栅(fiber Bragg grating,FBG)传感网络飞行实测直升机旋翼动载荷,综合分析旋翼桨叶的载荷与应变,以及FBG传感器的使用要求,设计了桨叶表面的FBG传感网络布设方案。在此基础上,提出基于FBG应变测量的工程建模方法和校准试验方法。以单项加载试验建立模型,复合加载试验验证模型,验证分析给出最大的载荷相对误差为3.83%,优于5%的飞行实测工程要求。使用FBG传感器和应变计等2种不同传感器,完成直升机旋翼动载荷对比试飞,测量结果在时域和频域都可以相互验证。试飞结果表明:FBG传感网络测量结果正确有效,基于分布式FBG传感测量的旋翼动载荷工程建模方法合理可行。 展开更多
关键词 分布式FBG传感测量 桨叶 动载荷 工程建模 飞行试验
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飞机数字虚拟飞行仿真计算方法及其应用
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作者 王立新 牛一龙 +3 位作者 刘海良 王晋 王显龙 乐挺 《航空学报》 北大核心 2025年第5期169-192,共24页
数字虚拟飞行仿真计算是一种基于“人-机-环”数学模型的一个完整飞行任务的仿真计算。在方案设计阶段,采用该方法能初步完成飞机飞行品质等级、适航符合性等评定,有效地解决在飞机研制后期若试验/试飞发现问题无法修改设计等问题。对... 数字虚拟飞行仿真计算是一种基于“人-机-环”数学模型的一个完整飞行任务的仿真计算。在方案设计阶段,采用该方法能初步完成飞机飞行品质等级、适航符合性等评定,有效地解决在飞机研制后期若试验/试飞发现问题无法修改设计等问题。对于同一科目不同飞行状态或民机改型有关科目的适航审定等,可直接应用数字虚拟飞行仿真计算的结果,且该计算方法在民机适航审定中的应用日益广泛。较系统地介绍了飞机数字虚拟飞行仿真计算方法,特别是评估飞行任务及数字化与数字飞行员建模方法等,并给出了该方法在民机构型参数设计与使用条件确定、复杂场景的飞行性能精确计算、民机适航符合性评估、军机飞行品质评定和Ⅲ类非线性PIO预测等方面的应用示例。数字虚拟飞行仿真计算为飞机设计、适航取证或飞行品质评定等提供了一套实用的数学计算方法。 展开更多
关键词 数字虚拟飞行仿真 飞行员建模 适航符合性评估 飞行品质评定 非线性PIO预测
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飞行学员情景意识评价的组合权重云模型
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作者 郝红勋 赵泽海 +1 位作者 黄城 徐佳惠 《中国安全科学学报》 北大核心 2025年第10期36-43,共8页
为提升飞行学员的飞行训练能力,辨识和评价飞行学员情景意识。依据扎根理论建立飞行学员情景意识评价指标体系,采用博弈论对序关系法和结合变异系数法改进的指标相关性的权重确定法(CRITIC)分别确定主、客观赋权结果,并进行组合权重计算... 为提升飞行学员的飞行训练能力,辨识和评价飞行学员情景意识。依据扎根理论建立飞行学员情景意识评价指标体系,采用博弈论对序关系法和结合变异系数法改进的指标相关性的权重确定法(CRITIC)分别确定主、客观赋权结果,并进行组合权重计算,提出评价飞行学员情景意识的组合权重云模型,将评价指标云数字特征值输入云发生器,获得飞行学员情景意识评级结果,并通过实例进行验证。结果表明:云模型能整体评价飞行学员情景意识,学员A情景意识综合评价为优秀等级。其中,飞行作风指标评价结果最好,能对情景意识的保持起到较大的正向作用。飞行操作指标评价结果介于最好与最差之间,专业知识指标评价结果最差,2个一级评价指标中的特情处理能力、运行环境适应力存在较大的不足,不利于情景意识的保持。 展开更多
关键词 飞行学员 情景意识评价 组合权重 云模型 飞行训练
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基于飞行参数的结构关键部位载荷孪生技术
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作者 陈亮 黄蕾 +4 位作者 顾宇轩 郭聪 林可欣 管宇 宋健 《航空学报》 北大核心 2025年第19期96-105,共10页
为了有效监控飞机的健康,针对飞机服役过程中所受的复杂载荷条件,提出了基于飞行参数的结构关键部位载荷孪生技术。首先,基于相邻值填补、一维/多维数据异常检测、小波包分解和贝叶斯阈值去噪等方法完成光纤传感器数据优化治理;其次,基... 为了有效监控飞机的健康,针对飞机服役过程中所受的复杂载荷条件,提出了基于飞行参数的结构关键部位载荷孪生技术。首先,基于相邻值填补、一维/多维数据异常检测、小波包分解和贝叶斯阈值去噪等方法完成光纤传感器数据优化治理;其次,基于数据挖掘手段和线性回归法,建立了结构关键部位应变特征及相关参数提取方法;最后,针对影响飞机结构关键部位应变的相关飞行参数和特征,采用XGBoost模型训练相关飞行参数和特征到关键部位应变的映射关系,构建了飞行参数-应变的高精度孪生映射模型。高精度孪生映射预测模型以飞参和传感器数据作为原始输入,平均预测精度达到95%以上,能够高效准确对飞机结构健康状态进行监测。 展开更多
关键词 数字孪生 飞行参数 结构强度 映射模型 健康监控
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