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基于遗传算法的发动机气路性能模型修正研究 被引量:8
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作者 李冬 王冠超 曹明川 《燃气涡轮试验与研究》 北大核心 2012年第4期46-50,共5页
确定部件修正参数和目标性能参数作为模型修正基础,结合稳态模型的平衡方程,构造修正发动机非线性模型的代价函数,修正发动机稳态模型。计算了在不同工况修正后的特性参数,并与用影响系数矩阵方法所得结果进行对比,经遗传算法修正后参... 确定部件修正参数和目标性能参数作为模型修正基础,结合稳态模型的平衡方程,构造修正发动机非线性模型的代价函数,修正发动机稳态模型。计算了在不同工况修正后的特性参数,并与用影响系数矩阵方法所得结果进行对比,经遗传算法修正后参数精度有了较大提高。利用部件修正参数组合对发动机稳态模型进行修正,其结果表明敏感性参数在模型修正中起关键作用。所用修正方法对发动机性能模型修正、提高模型精度有一定指导意义。 展开更多
关键词 发动机性能模型 模型修正 遗传算法 影响系数矩阵
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基于飞行数据的航空发动机健康状况分析 被引量:8
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作者 李映颖 谭光宇 陈友龙 《哈尔滨理工大学学报》 CAS 北大核心 2011年第5期43-46,共4页
通过对航空发动机的典型故障分析,应用RBF神经网络,构建不同油门开度下的发动机性能参数,进行故障特性学习作为训练样本,将测试样本与训练样本的期望值进行比较,来确定发动机性能的衰变程度,提出了航空发动机性能评价模型.通过多机种多... 通过对航空发动机的典型故障分析,应用RBF神经网络,构建不同油门开度下的发动机性能参数,进行故障特性学习作为训练样本,将测试样本与训练样本的期望值进行比较,来确定发动机性能的衰变程度,提出了航空发动机性能评价模型.通过多机种多架次的大量飞行记录数据的实验,验证了该方法是能够及时检测到故障的发生和识别的一种有效方法.通过此方法能够成功地对发动机的健康状态进行早期诊断与预报. 展开更多
关键词 RBF神经网络 发动机性能评价模型 航空发动机 飞参数据
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基于贝兹曲线的压气机特性图生成方法
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作者 李书明 王泽芃 +1 位作者 孙爽 孙小鹏 《科学技术与工程》 北大核心 2021年第33期14428-14433,共6页
精准的性能模型对发动机性能评估和故障诊断尤为重要,其精度主要决定于发动机部件特性图(engine component maps,Map)。这些是发动机制造商的专有信息,是在昂贵的试车测试中获得的。但同种类型发动机由于装配尺寸和制造工艺的误差,个体... 精准的性能模型对发动机性能评估和故障诊断尤为重要,其精度主要决定于发动机部件特性图(engine component maps,Map)。这些是发动机制造商的专有信息,是在昂贵的试车测试中获得的。但同种类型发动机由于装配尺寸和制造工艺的误差,个体发动机部件Map之间存在一定区别,其中压气机Map的变化尤为明显。为此提出了一种新的压气机特性图生成方法,通过贝兹曲线的通用方程来表示压气机的转速特性线,将控制贝兹曲线形状的控制点参数表示为无量纲转速的多项式函数,以完成压气机特性图上转速特性线的生成过程。最后利用发动机试车数据,在建立的涡扇发动机性能模型上进行了验证,并对比了使用不同控制点参数对模型精度的影响,结果表明该方法可以有效提高发动机性能模型的准确性。 展开更多
关键词 发动机性能模型 压气机特性图 贝兹曲线 涡扇发动机
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APPLICATION OF HYBRID AERO-ENGINE MODEL FOR INTEGRATED FLIGHT/PROPULSION OPTIMAL CONTROL 被引量:4
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作者 王健康 张海波 +1 位作者 孙健国 李永进 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2012年第1期16-24,共9页
The real-time capability of integrated flight/propulsion optimal control (IFPOC) is studied. An appli- cation is proposed for IFPOC by combining the onboard hybrid aero-engine model with sequential quadratic pro- gr... The real-time capability of integrated flight/propulsion optimal control (IFPOC) is studied. An appli- cation is proposed for IFPOC by combining the onboard hybrid aero-engine model with sequential quadratic pro- gramming (SQP). Firstly, a steady-state hybrid aero-engine model is designed in the whole flight envelope with a dramatic enhancement of real-time capability. Secondly, the aero-engine performance seeking control including the maximum thrust mode and the minimum fuel-consumption mode is performed by SQP. Finally, digital simu- lations for cruise and accelerating flight are carried out. Results show that the proposed method improves real- time capability considerably with satisfactory effectiveness of optimization. 展开更多
关键词 integrated flight/propulsion optimal control AERO-ENGINE hybrid model performance seeking con- trol sequential quadratic programming
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MBDA R&T EFFORT ON PULSED AND CONTINUOUS DETONATION WAVE ENGINES
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作者 Falempin Francois Le Naour Bruno 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2011年第1期12-22,共11页
The continuous detonation wave engine(CDWE)can be considered to reduce the environmental conditions generated by pulsed detonation engine(PDE)while reducing the importance of initiation issue and simplifying some ... The continuous detonation wave engine(CDWE)can be considered to reduce the environmental conditions generated by pulsed detonation engine(PDE)while reducing the importance of initiation issue and simplifying some integration aspects.Specific experimental programs are performed by MBDA and Lavrentiev Institute to study CDWE operating mode and to address some key points for the feasibility of an operational rotating wave engine for space launcher.It is found that such engine can deliver impressive thrust in a very small package(275 daN for internal diameter of 50 mm and length of 100 mm,kerosene-oxygen engine)and that can be increased with the use of a diverging nozzle.Due to the geometry of the combustion chamber,a plug or aerospike nozzle seems to be the best design,the thrust vectoring capability of this engine(with the local change of the mass flow rate)being a way to solve the problem of attitude control.The heat fluxes are very high but located mostly near the injection wall.This point will help the gasification of the liquid component injected inside the combustion chamber.Some preliminary tests are performed to evaluate the capability of C/SiC composite materials to sustain the very severe mechanical environment generated by the rotating detonation waves.Beyond these first steps,a large scale ground demonstrator allowing to address all issues for a continuous detonation rocket engine using LH2/LOx mixture is designed by MBDA.As the first step toward the development of this large scale engine,a small scale demo is tested in Spring 2010. 展开更多
关键词 detonation wave engine PROPULSION performance model
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