A method for predictive anti-icing using graphene heating membranes

Abstract

The invention discloses a predictive anti-icing method using a graphene heating film. The purpose is to accurately deicing and solve the problem of high energy consumption of flight equipment deicing. It includes the following steps: input the obtained current environmental parameter information into Obtain the predicted temperature range under the next flight state in the icing prediction system; judge whether there is icing on the flight equipment, if so, turn on the heating component to heat the flight equipment according to the preset ice layer type; monitor the flight equipment in the next Whether there is an ice layer during the flight state, if so, adjust the heating power of the heating assembly to eliminate the ice accumulation of the flight equipment. The present invention predicts the temperature range in the next flight state through the icing prediction system and then adjusts the heating assembly, and avoids the problem of large energy consumption of periodic heating or continuous heating when preventing the icing of flying equipment.

Description

technical field [0001] The present invention relates to the field of artificial intelligence. Specifically, the present invention relates to a predictive anti-icing method based on machine learning using graphene heating film as a heating element and extreme learning machine as a classification model. Background technique [0002] No matter in aviation, wind power generation or other engineering fields, the phenomenon of icing will have a great impact on the normal operation of equipment, which may reduce efficiency, even cause safety accidents, and cause certain injuries. In terms of flight, the icing of aircraft wings will reduce the flight performance of the aircraft, change the flight characteristics, increase the weight of the aircraft, and affect the normal operation of related systems. Damaged leading edge of tail fin. The current electric heating deicing system generally adopts periodic heating or continuous heating. After the aircraft icing sensor senses the icing ...

AI Technical Summary

Problems solved by technology

[0003] In order to solve the problem of high energy consumption in deicing flight equipment, the present invention provides a device that can prevent the occurrence of icing, and even if icing occurs, it can eliminate the ice accumulation in the shortest time, improve the deicing efficiency, and ensure the safety of equipment. A predictive anti-icing method using graphene heating film that can achieve energy-saving effects and reduce losses

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