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Aircraft performance evaluation method and system based on evidence theory

An evidence theory and aircraft technology, applied in the field of aircraft performance evaluation, can solve problems such as insufficient data utilization, and achieve the effect of improving accuracy

Pending Publication Date: 2021-06-11
BEIJING RES INST OF MECHANICAL & ELECTRICAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of the above analysis, the embodiment of the present invention aims to provide an aircraft performance evaluation method and system based on evidence theory to solve the problem of insufficient data utilization in existing multi-source data fusion methods

Method used

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  • Aircraft performance evaluation method and system based on evidence theory
  • Aircraft performance evaluation method and system based on evidence theory
  • Aircraft performance evaluation method and system based on evidence theory

Examples

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Embodiment 1

[0057] A specific embodiment of the present invention discloses a method for evaluating aircraft performance based on evidence theory, such as figure 1 As shown, the method includes the following steps:

[0058] S1. Carry out field test, digital simulation test and half-in-the-loop simulation test respectively for the aircraft to be tested, and obtain the field test data, digital simulation test data and half-in-the-loop simulation test data of the performance index of the aircraft respectively.

[0059] Specifically, the performance index is used to evaluate the performance of the aircraft to be tested, which may specifically be landing point accuracy, angle tracking accuracy, and the like.

[0060] Specifically, since the aircraft field test data is usually small sample data, the field test data includes sample data of aircraft performance indicators obtained in the field test.

[0061] Specifically, the digital simulation test data includes the probability density function...

Embodiment 2

[0154] A specific embodiment of the present invention discloses a vehicle performance evaluation system based on evidence theory, such as figure 2 shown, including:

[0155] The data acquisition module is used to carry out field test, digital simulation test and half-in-the-loop simulation test respectively for the aircraft to be tested, and obtain field test data, digital simulation test data and half-in-the-loop simulation test data of aircraft performance indicators respectively;

[0156] The evidence theory representation module is used to convert the field test data, digital simulation test data and hardware-in-the-loop simulation test data of the aircraft performance index into evidence representations respectively, and obtain the field test evidence body and digital simulation test evidence of the aircraft performance index Body and semi-physical simulation test evidence body, the specific process of using evidence representation is shown in Example 1, which will not b...

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Abstract

The invention discloses an aircraft performance evaluation method and system based on an evidence theory, and the method comprises the steps: carrying out the external field test, digital simulation test and semi-physical simulation test of a to-be-tested aircraft, and obtaining the external field test data, digital simulation test data and semi-physical simulation test data of an aircraft performance index; respectively converting into evidence representation to obtain an external field test evidence body, a digital simulation test evidence body and a semi-physical simulation test evidence body of the aircraft performance indexes; respectively calculating comprehensive weights of the external field test evidence body, the digital simulation test evidence body and the semi-physical simulation test evidence body; based on the comprehensive weight, fusing the external field test evidence body, the digital simulation test evidence body and the semi-physical simulation test evidence body of the aircraft performance index to obtain the evidence representation of the fused aircraft performance index data; and evaluating the performance of the aircraft based on the evidence representation of the fused aircraft performance index data to obtain a performance evaluation result of the to-be-tested aircraft.

Description

technical field [0001] The invention relates to the technical field of aircraft performance evaluation, in particular to an aircraft performance evaluation method and system based on evidence theory. Background technique [0002] Traditional aircraft performance evaluation relies on field tests, using the "small sample" theory for test design and data analysis, which can only be the performance sampling results under specific conditions, and cannot cover the performance envelope boundaries of complex and diverse battlefield scenarios. The infield test is mainly aimed at the evaluation of the performance index of the aircraft, which generates a large amount of test data and uses statistical theory for evaluation, but the credibility of the results is easily questioned. In order to evaluate the aircraft performance scientifically and effectively, it is necessary to fully combine the simulation test data and field test data for evaluation. The fusion of infield test data and o...

Claims

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Application Information

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IPC IPC(8): G06F30/15G06F111/08
CPCG06F30/15G06F2111/08Y02T90/00
Inventor 耿化品锁斌佟佳慧李景苏金华
Owner BEIJING RES INST OF MECHANICAL & ELECTRICAL TECH