Flight training quality and efficiency evaluation method fusing physiological data and flight parameter data

Abstract

A flight training quality and efficiency evaluation method fusing physiological data and flight parameter data comprises the following steps: firstly, collecting physiological data and psychological state data in a flight process of a pilot, and then constructing a psychological state prediction model by using the collected physiological data and psychological state data based on an SVM (Support Vector Machine) method; the psychological state of the pilot in the flight process is analyzed through the psychological state prediction model, and meanwhile, the flight parameter data in the flight process is combined to quantify the analysis result, so that comprehensive evaluation of the flight training quality and efficiency of the pilot is achieved. The psychological state prediction model is constructed based on the SVM method so as to analyze the physiological data of the pilot, the psychological state of the pilot is comprehensively and accurately analyzed, meanwhile, flight training is evaluated from multiple angles in combination with a flight parameter quantitative analysis result, scientific method support is provided for pilot training quality and efficiency evaluation, and the pilot training quality and efficiency evaluation efficiency is improved. The method provides support for rapid training and efficient flight training of pilots, and provides a basis for aviation colleges to optimize a scientific training scheme.

Description

technical field [0001] The invention relates to the technical field of quality-effect evaluation, in particular to a method for evaluating flight training quality-effect by fusing physiological data and flight parameter data. Background technique [0002] Flight training is a complex system engineering with a long cycle, high cost, and high elimination rate. With the continuous improvement of the pilot training process, the new training system poses a huge challenge to the development of pilot skills. For pilots, it is necessary to complete fast-paced combat , not only need to have the ability to fly the aircraft under high maneuvering environment adaptation conditions, but also need to have the ability to quickly and efficiently process the comprehensive information of the cockpit, which essentially puts forward higher requirements for the pilot's physiology and psychology. At the same time, higher requirements are put forward for the scientificity of flight training qualit...

AI Technical Summary

Problems solved by technology

At the same time, higher requirements are put forward for the scientificity of flight training quality and effect evaluation. Currently, the commonly used flight training quality and effect evaluation methods are: 1. Evaluate the training quality and effect by the instructor based on past experience; 2. Quantitatively analyze the flight training During the process, the flight parameters and other data are used to observe whether the pilots’ operations on the plane are standardized. The first training evaluation method is more qualitative than quantitative, which affects the scientificity of training performance evaluation; the second training evaluation method does not take into account physiological, The influence of psychological factors on flight training has limitations

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