基于模糊支持向量机的飞机飞行动作识别

传统的支持向量机由两类扩展到多类问题时,出现不可分区域。针对飞行动作识别提出解决这一现象的模糊支持向量机。采用模糊支持向量机对某型飞机飞行动作进行识别。实际飞参数据(6种飞行动作模式)的识别结果表明,模糊支持向量机较传统的多类支持向量分类器在飞机飞行动作识别率上有显著提高。     

安全风险评估在装备维修保障中的应用研究

通过对安全风险评估的三个因素进行归纳总结，并将其应用在装备维修保障中；分析研究了装备维修保障中的安全风险因素及其内在依附关系，建立了安全风险评估的两级指标；归纳总结了陆航装备维修保障的风险评估要素，可以为风险量化和有针对性地开展装备安全管理提供参考，为建立基于风险评估的装备维修策略提供依据。     

基于MBSE的飞机大部件智能装配能力建设方法

飞机大部件智能装配能力建设涉及领域多、范围广,多学科、多专业交叉融合特点显著,是一项复杂的系统工程。近年来,飞机智能装配能力建设已实现相当程度的单点技术突破与应用,但并未达到全局最优,亟需采用科学的方法对智能装配体系能力建设进行整体规划与全局优化。提出采用基于模型的系统工程(Model-Based Systems Engineering,MBSE),科学开展飞机大部件智能装配体系能力建设的方法研究,逐级明确、细化智能装配能力建设需求与技术方案,构建相对应的数字模型并采用仿真技术进行不断验证、迭代优化,最终实现智能装配能力效能的最大化。     

Fatigue life research and experimental verification of superalloy thin-walled structures subjected to thermal-acoustic loads

Rapid alternating stress is formed in structure subjected to harsh thermal-acoustic loads, which will affect fatigue performance and reduce fatigue life seriously. First, fatigue experiment of superalloy thin-walled structure was carried out to obtain fatigue damage location and failure time of the experiment specimen, and S-N curves of superalloy thin-walled structure at 723 K were fitted. Then, dynamic response simulation of superalloy thin-walled structure under the same load as experiment was implemented, and fatigue life was estimated based on the fatigue life prediction model which mainly included: improved rain-flow counting method, Morrow average stress model and Miner linear cumulative damage theory. Further, comparisons between simulation solutions and experimental results achieved a consistency, which verified the validity of the Fatigue Life Prediction Model (FLPM). Moreover, taking a rectangle plate as the analysis object, the distributions of Fain-low circulation blocks and damage levels of the structure were discussed respectively. Finally, current research indicates that in pre-buckling the structure is in softened area and fatigue life decreases with the increase of temperature; in post-buckling the structure is in hardened area and fatigue life increases with the increase of temperature within a certain range.     

基于S3000L的MTA方法在民用飞机领域的应用研究

目前大多数国际主流民用飞机制造商均开始采用S3000L标准进行综合后勤保障设计,以提高飞机的可靠性和维修性。本文通过研究维修任务分析的原理和方法,结合民用飞机研制经验制定出一套可行、有效的维修任务分析操作程序,并运用实例进行了验证和说明,为国内开展民用飞机维修工程分析及其他相关保障工作提供了参考。     

民用飞机地面支援设备/工具清单编制方法研究

民用飞机地面支援设备/工具清单的编制是一项极其重要而又繁杂的工作。研究清单的编制原则、设备/工具的确定方法、清单的主要内容以及清单编制工作流程,可为地面支援设备/工具清单的编制工作提供参考。     

基于支持向量回归代理模型的气动力优化设计

目前,气动力优化设计中通常基于经验风险最小化原则构建代理模型,预测精度的提高需要更多的训练样本,计算代价较大,同时盲目降低代理模型的训练误差难以避免过学习问题。针对上述问题,首先提出采用支持向量回归(SVR)方法基于结构风险最小化原则构建代理模型的思路,然后对测试函数和翼型阻力进行预测,最后对某型运输机机翼进行优化设计试验。结果表明:与其他代理模型对比,基于SVR的代理模型在小样本情况下具有较好的泛化能力,并且能够快速准确地预测气动特性,在飞机优化设计中,可以提高工作效率,优化结果可靠、可控。     

Uncertain multiobjective redundancy allocation problem of repairable systems based on artificial bee colony algorithm

Based on the uncertainty theory, this paper is devoted to the redundancy allocation problem in repairable parallel-series systems with uncertain factors, where the failure rate, repair rate and other relative coefficients involved are considered as uncertain variables. The availability of the system and the corresponding designing cost are considered as two optimization objectives. A crisp multiobjective optimization formulation is presented on the basis of uncertainty theory to solve this resultant problem. For solving this problem efficiently, a new multiobjective artificial bee colony algorithm is proposed to search the Pareto efficient set, which introduces rank value and crowding distance in the greedy selection strategy, applies fast non-dominated sort procedure in the exploitation search and inserts tournament selection in the onlooker bee phase. It shows that the proposed algorithm outperforms NSGA-II greatly and can solve multiobjective redundancy allocation problem efficiently. Finally, a numerical example is provided to illustrate this approach.     

热处理对AZ80镁合金疲劳性能的影响

通过对AZ80镁合金进行总应变幅控制下的室温低周疲劳实验,研究其在热锻、时效态(T5)、固溶时效态(T6)三种不同热处理状态下的循环应力响应、疲劳寿命和循环应力-应变行为。结果表明:在三种不同的热处理制度下,AZ80镁合金大体上都表现为循环应变硬化现象;此外,AZ80镁合金的应变疲劳寿命与塑性应变幅、弹性应变幅之间的关系分别服从Coffin-Manson和Basquin关系式。随着外加总应变幅的不断增大,其疲劳寿命减少。在0.3%的最小外加总应变幅下,AZ80热锻态的疲劳寿命最长;在0.9%的最大外加总应变幅下,AZ80-T5的疲劳寿命最长,而热锻态最短。此外,对疲劳断口形貌的观察结果表明,疲劳裂纹萌生于疲劳试样表面,并以穿晶方式扩展。     

飞机单机寿命监控技术评述

单机寿命监控对挖掘每一架飞机的寿命潜力,保证飞机结构的使用安全,延长飞机服役期限具有重要的意义。飞机单机寿命监控从技术方式上分为四种:定期检查和维修,飞参数据监控,危险部位应变监控与飞参数据监控相结合,以智能材料为基础和结构的监控。首先回顾了飞机寿命监控的时间发展历程,并对每个阶段监控方式的优缺点进行了比较,表明随着硬件技术的进步监控方式在不断的进步,精度也越来越高;然后总结了在单机寿命监控发展过程中使用的四种监控技术方式及其优缺点,通过对几种技术方式的分析,认为依赖于智能材料的飞机健康监测系统的监控将是未来单机寿命监控的发展方向。