Data Acquisition and Analysis for Automotive Air Bag Testing

Daniel J. Simon; D. Dragotoniu

Data Acquisition and Analysis for Automotive Air Bag Testing

TRW Test Lab

Research output: Contribution to journal › Article › peer-review

Abstract

Testing is an important part in all production processes, particularly in processes such as automotive air bag manufacturing. At TRW, both production air bags and new engineering designs are tested. Because of the high volume of tests and the high volume of data which are collected during tests, automated data collection and analysis is highly desirable feature of the data acquisition software (DAS). This paper discusses TRW’s DAS and how automatic data analysis was incorporated in the DAS. In particular, a neural network is used to classify the results of the test and hence provide lab personnel with a helping hand in their disposition of the test data.

Original language	American English
Journal	Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995
State	Published - Jan 1 1996

Keywords

Automotive Air Bags
Data Acquisition
Neural Networks

Disciplines

Electrical and Computer Engineering

Access to Document

http://clevelandstate.worldcat.org/title/safety-and-reliability-in-emerging-control-technologies-a-postprint-volume-from-the-2nd-ifac-workshop-daytona-beach-florida-usa-1-3-november-1995/oclc/35673487

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Simon, D. J., & Dragotoniu, D. (1996). Data Acquisition and Analysis for Automotive Air Bag Testing. Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995. http://clevelandstate.worldcat.org/title/safety-and-reliability-in-emerging-control-technologies-a-postprint-volume-from-the-2nd-ifac-workshop-daytona-beach-florida-usa-1-3-november-1995/oclc/35673487

Simon, DJ & Dragotoniu, D 1996, 'Data Acquisition and Analysis for Automotive Air Bag Testing', Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995. <http://clevelandstate.worldcat.org/title/safety-and-reliability-in-emerging-control-technologies-a-postprint-volume-from-the-2nd-ifac-workshop-daytona-beach-florida-usa-1-3-november-1995/oclc/35673487>

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abstract = " Testing is an important part in all production processes, particularly in processes such as automotive air bag manufacturing. At TRW, both production air bags and new engineering designs are tested. Because of the high volume of tests and the high volume of data which are collected during tests, automated data collection and analysis is highly desirable feature of the data acquisition software (DAS). This paper discusses TRW{\textquoteright}s DAS and how automatic data analysis was incorporated in the DAS. In particular, a neural network is used to classify the results of the test and hence provide lab personnel with a helping hand in their disposition of the test data.",

keywords = "Automotive Air Bags, Data Acquisition, Neural Networks",

author = "Simon, \{Daniel J.\} and D. Dragotoniu",

note = "D. Simon and D. Dragotoniu. (1996). {"}Data Acquisition and Analysis for Automotive Air Bag Testing.{"} Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, Daytona Beach, FL, 187-192.",

year = "1996",

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language = "American English",

journal = "Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995",

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AU - Dragotoniu, D.

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N2 - Testing is an important part in all production processes, particularly in processes such as automotive air bag manufacturing. At TRW, both production air bags and new engineering designs are tested. Because of the high volume of tests and the high volume of data which are collected during tests, automated data collection and analysis is highly desirable feature of the data acquisition software (DAS). This paper discusses TRW’s DAS and how automatic data analysis was incorporated in the DAS. In particular, a neural network is used to classify the results of the test and hence provide lab personnel with a helping hand in their disposition of the test data.

AB - Testing is an important part in all production processes, particularly in processes such as automotive air bag manufacturing. At TRW, both production air bags and new engineering designs are tested. Because of the high volume of tests and the high volume of data which are collected during tests, automated data collection and analysis is highly desirable feature of the data acquisition software (DAS). This paper discusses TRW’s DAS and how automatic data analysis was incorporated in the DAS. In particular, a neural network is used to classify the results of the test and hence provide lab personnel with a helping hand in their disposition of the test data.

KW - Automotive Air Bags

KW - Data Acquisition

KW - Neural Networks

UR - https://engagedscholarship.csuohio.edu/enece_facpub/194

UR - http://clevelandstate.worldcat.org/title/safety-and-reliability-in-emerging-control-technologies-a-postprint-volume-from-the-2nd-ifac-workshop-daytona-beach-florida-usa-1-3-november-1995/oclc/35673487

M3 - Article

JO - Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995

JF - Second IFAC Workshop on Safety and Reliability in Emerging Control Technologies, 1995

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Data Acquisition and Analysis for Automotive Air Bag Testing

Abstract

Keywords

Disciplines

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