Research on test data analysis and processing technology based on regression analysis

In the process of equipment test, a large amount of data supporting the evaluation of test results will be generated, but limited by the means of data collection, after the completion of data collection, a series of data processing means need to be adopted to meet the requirements of the evaluation of results before supporting the evaluation of results. As a mathematical method used to find the relationship between dependent variables and independent variables, regression analysis is very suitable for equipment test data processing. This paper takes test data analysis and processing as the research object, adopts regression analysis method, and verifies the feasibility and availability of the test data analysis and processing technology of regression analysis through theoretical analysis and practical application.

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Publication Details

Published
2024-11-28
DOI
https://doi.org/10.1109/ispcem64498.2024.00100
Primary Topic
Advanced Sensor and Control Systems
Type
article
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Research on test data analysis and processing technology based on regression analysis

Wenlei Zhang, Han Chengzhe
Advanced Sensor and Control Systems
article

Research on test data analysis and processing technology based on regression analysis

Wenlei Zhang, Han Chengzhe
article en

Abstract

In the process of equipment test, a large amount of data supporting the evaluation of test results will be generated, but limited by the means of data collection, after the completion of data collection, a series of data processing means need to be adopted to meet the requirements of the evaluation of results before supporting the evaluation of results. As a mathematical method used to find the relationship between dependent variables and independent variables, regression analysis is very suitable for equipment test data processing. This paper takes test data analysis and processing as the research object, adopts regression analysis method, and verifies the feasibility and availability of the test data analysis and processing technology of regression analysis through theoretical analysis and practical application.

Openalex Percentile: Top 66%
Advanced Sensor and Control Systems
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