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Plateau intelligent oxygen pre-supply method

An oxygen supply and plateau technology, applied in neural learning methods, biological neural network models, life-saving equipment, etc., can solve problems such as oxygen supply process lag

Pending Publication Date: 2022-01-11
NORTHWESTERN POLYTECHNICAL UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The purpose of the present invention is to provide a plateau intelligent pre-oxygenation method to solve the existing problem of oxygen supply process lag caused by time-consuming data calculation

Method used

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Embodiment 1

[0052] The invention provides a plateau intelligent pre-oxygenation method, refer to figure 1 As shown, the plateau intelligent pre-oxygenation method includes:

[0053] S1: Obtain data related to oxygen supply in the original plateau;

[0054] S2: Preprocessing the data related to oxygen supply in the original plateau to obtain data related to oxygen supply;

[0055] S3: Establish a short-term prediction model for respiratory parameters according to the oxygen supply-related data;

[0056] S4: According to the short-term prediction model of respiratory parameters, generate a coding and decoding network of respiratory parameters;

[0057] S5: Utilize the encoding and decoding network of the respiratory parameters to decode the time series data into user state time series data;

[0058] S6: Perform data processing on the user status time series data to obtain a processing result;

[0059] S7: Using the processing result to establish an oxygen supply parameter prediction alg...

Embodiment 2

[0075] The core object of the present invention is to provide a kind of plateau intelligent pre-oxygenation method (the overall process is as follows: Figure 4 shown), in order to solve the problem that the existing oxygen supply equipment and algorithms cannot perceive and predict the real-time oxygen demand status according to human physiological parameters, and realize the oxygen supply in advance to prevent further pathological progress caused by plateau hypoxia.

[0076] The invention realizes the in-depth understanding of the original data by the model algorithm, solves the problem that the traditional oxygen supply algorithm cannot overcome the hysteresis of the physiological signal itself, and provides an LSTM-codec algorithm with predictive ability to realize the detection of the oxygen demand state of the human body. Prediction, and achieve the purpose of oxygen supply in advance.

[0077] The patent of the present invention discloses an intelligent pre-oxygenation ...

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Abstract

The invention discloses a plateau intelligent oxygen pre-supply method. The plateau intelligent oxygen pre-supply method comprises the following steps: S1, acquiring original plateau oxygen supply related data; S2, preprocessing the original plateau oxygen supply related data to obtain oxygen supply related data; S3, establishing a breathing parameter short-term prediction model according to the oxygen supply related data; S4, according to the respiratory parameter short-term prediction model, generating a respiratory parameter encoding and decoding network; S5, decoding the time sequence data into user state time sequence data by using the respiratory parameter encoding and decoding network; S6, performing data processing on the user state time sequence data to obtain a processing result; S7, establishing an oxygen supply parameter prediction algorithm by using the processing result; and S8, according to the oxygen supply parameter prediction algorithm and the oxygen supply related data, obtaining a breathing parameter prediction result.

Description

technical field [0001] The invention relates to the technical field of oxygen control, in particular to a plateau intelligent pre-oxygen supply method. Background technique [0002] The oxygen partial pressure and oxygen content are low in the plateau environment, which can easily cause physiological changes in the human body and cause altitude sickness. When a person is in an environment with an oxygen concentration of 15% to 19%, work efficiency will be reduced, and may cause problems in the head, lungs and circulatory system; when the oxygen concentration is 8% to 10%, it will cause human consciousness Blurring, fainting, pallor, purple lips, and nausea and vomiting. At the same time, continuous hypoxia will accelerate the development of related pathologies such as pulmonary edema and cerebral edema, and even threaten the lives of personnel. When using portable oxygen supply equipment to go out for work, the waste of oxygen due to manual operation and mechanical control ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A62B7/00G16H50/50G06N3/04G06N3/08
CPCA62B7/00G16H50/50G06N3/08G06N3/044G06N3/045
Inventor 张羽杨慧
Owner NORTHWESTERN POLYTECHNICAL UNIV
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