Unlock instant, AI-driven research and patent intelligence for your innovation.

A marine atmospheric duct data acquisition and visualization processing method

A data acquisition, marine and atmospheric technology, applied in database management systems, visual data mining, neural learning methods, etc., can solve imperfect problems and achieve good results in data processing

Active Publication Date: 2021-03-26
TIANJIN UNIV
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, for the acquisition and processing system of atmospheric ducts, domestic and foreign research is not perfect, and with the rise of data visualization processing, a complete set of atmospheric duct data acquisition and visualization processing systems has become a hot and difficult point in current research

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • A marine atmospheric duct data acquisition and visualization processing method
  • A marine atmospheric duct data acquisition and visualization processing method
  • A marine atmospheric duct data acquisition and visualization processing method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0034] The present invention utilizes multi-sensor information interaction and distributed fusion to collect data, and the data processing includes data fitting and interpolation methods based on BP neural network, and on this basis, the data is graphically displayed and visualized, and finally processed The data is used to generate standard files. The specific technical scheme is as follows:

[0035] Step 1: Data interaction and information collection between atmospheric waveguide multi-sensors. Among them, the temperature sensor, pressure sensor, wind speed sensor and other sensors collect the information of the ocean atmosphere waveguide, and the data interaction between each sensor can realize data sharing and collaborative control.

[0036] The second step: data preprocessing and distributed fusion. Because the data collected by the sensor is binary data, in order to facilitate subsequent data processing operations, the binary data is converted into the required data ty...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a marine atmospheric waveguide data collection and visual processing method. The method comprises the steps of performing data interaction and information collection between atmospheric waveguide sensors; performing data preprocessing and distributed fusion; performing initial control and abnormal value marking operations on original data files; performing continuity checkon data not subjected to abnormal value marking in the data files processed through the third step by utilizing a "filtration-mean square error" control method; performing consistency check on vertical change of the data; performing curve fitting and interpolation by using a BP neural network, taking the original data processed through the fifth step as an input of a training array, and accordingto an obtained fitted curve, performing data interpolation; performing average calculation on the data of the multiple groups of the sensors; and performing visual graph display and visual processingof the data: according to the data processed through the steps, performing graphic drawing.

Description

technical field [0001] The invention belongs to the field of ocean data processing, and relates to ocean-atmosphere waveguide data collection and visualization processing. Background technique [0002] The close connection between big data and marine science and technology has made the processing of marine big data a hot topic at home and abroad. The collection and processing of marine big data is the basis and premise for the development and utilization of the ocean, and it is to promote the further development of marine science and technology and gain international competitive advantages. It is of great significance to the realization of my country's maritime power strategy. However, marine information data is rich and complex, with a large amount of data and mostly heterogeneous data, and although big data processing has been widely used in other fields, it is rarely used in marine information processing. The application of treatment methods in the marine field has become...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/26G06F16/25G06N3/08
CPCG06N3/084
Inventor 杨嘉琛赵启明
Owner TIANJIN UNIV
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com