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331.
Research on the Algorithm of Avionic Device Fault Diagnosis Based on Fuzzy Expert System 总被引:3,自引:2,他引:1
LI Jie SHEN Shi-tuan 《中国航空学报》2007,20(3):223-229
Based on the fuzzy expert system fault diagnosis theory, the knowledge base architecture and inference engine algorithm are put forward for avionic device fault diagnosis. The knowledge base is constructed by fault query network, of which the basic element is the test-diagnosis fault unit. Every underlying fault cause’s membership degree is calculated using fuzzy product inference algorithm, and the fault answer best selection algorithm is developed, to which the deep knowledge is applied. Using some examples, the proposed algorithm is analyzed for its capability of synthesis diagnosis and its improvement compared to greater membership degree first principle. 相似文献
332.
针对液体火箭发动机原位校准高准确度的要求,介绍了一种以伺服电机为执行部件,基于液压传动力值自动加载装置,阐述了该系统的结构和工作原理。建立系统数学模型,通过Matlab和AMEsim搭建了系统的仿真模型,在分析影响模拟推力加载准确度和稳定性的基础上,设计了模糊PID控制器。仿真结果表明:所设计的力值加载系统能够完成力值精确加载,(0~6)kN力值加载时间小于30 s,加载力的示值最大误差为±0.05%,满足校准力值加载需求。证明了在力值加载系统中引入模糊PID控制算法,可以有效补偿系统中的不确定性扰动,增强系统的鲁棒性。 相似文献
333.
针对内河船舶工况启停变化频繁导致瞬态动力性较差、动态响应较慢等问题,提出并联气电混合动力系统改进方案,利用模糊逻辑推理方法来提升动力响应性能。以某内河拖船为研究对象进行混合动力系统参数匹配设计,通过对系统关键参数设计切换规则,建立基于逻辑门限的能量管理控制策略;为进一步优化逻辑门限方法主观设定边界阈值不可调节问题,提出基于“模糊逻辑推理+动态协调”能量最优分配策略。通过最优设计相关试验验证管理策略,结果表明:采用基于模糊逻辑推理的能量管理策略能使天然气发动机的平均负荷提升37.86%,平均效率提高2.74%,动态响应时间缩短44.45%。 相似文献
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336.
《中国航空学报》2023,36(1):369-385
In information fusion, the uncertain information from different sources might be modeled with different theoretical frameworks. When one needs to fuse the uncertain information represented by different uncertainty theories, constructing the transformation between different frameworks is crucial. Various transformations of a Fuzzy Membership Function (FMF) into a Basic Belief Assignment (BBA) have been proposed, where the transformations based on uncertainty maximization and minimization can determine the BBA without preselecting the focal elements. However, these two transformations that based on uncertainty optimization emphasize the extreme cases of uncertainty. To avoid extreme attitudinal bias, a trade-off or moderate BBA with the uncertainty degree between the minimal and maximal ones is more preferred. In this paper, two moderate transformations of an FMF into a trade-off BBA are proposed. One is the weighted average based transformation and the other is the optimization-based transformation with weighting mechanism, where the weighting factor can be user-specified or determined with some prior information. The rationality and effectiveness of our transformations are verified through numerical examples and classification examples. 相似文献
337.
Warhead power assessment of the anti-ship missile plays a vital role in determining the optimal design of missile, thus having important strategic research significance. However, in the assessment process, expert’s judgement will directly affect the assessment accuracy. In addition,there are many criteria involved in the missile design alternatives. Some criteria with poor performance may be compensated by other criteria with excellent performance, and then it is impossible to find the truly opt... 相似文献
338.
The common design of serial civil aircraft, an important strategy of modern civil aircraft research and develop-ment, minimizes the whole life cycle cost of civil aircraft through asset reuse and resource sharing. However, the existing estimating model for the R&D cost of civil aircraft ignores the effects of common design, so the value estimated by estimating derivative models is significantly inconsistent with the actual one. To solve this problem, a novel assessment method for civil aircr... 相似文献
339.