Analysis Quality Index - What confidence do you have in your risk analysis?

Leila Sahli, Jacek Stecki, and Chris Stecki
Submission Type: 
Full Paper
AttachmentSizeTimestamp
phmc_14_056.pdf791.61 KBSeptember 7, 2014 - 11:12am

OEMs and operators of complex mission/safety critical systems are faced with the requirement to mitigate design and performance risks and their economic consequences. A key issue for any engineering organization is the integrity of the analysis that is used to support significant commercial decisions. Can they rely on their analysis outputs to establish or validate performance criteria with sufficient confidence to enter into significant financial contracts? This paper outlines an approach to analysis quality assessment in a model based engineering environment, focusing on the sources of data and ancillary information to generate an Analysis Quality Index (AQI) for the analysis. The AQI is generated as a dashboard reporting function for the engineering model that is used to provide a confidence rating on the analysis outputs. Because the quality of data inputs determines the quality of analysis outputs, a key question becomes the source of the parameters used in an analysis sourced from operational data, or are they based on the engineering judgement of an individual or a third party organization? While risk assessment methods and techniques for analysis are well defined and understood and are captured in various international military and commercial standards, the issue of analysis quality has traditionally been neglected and is not adequately covered in most commercially available engineering analysis tools. Analysis Quality Index capability was incorporated into Maintenance Aware Design environment (MADe) software, an integrated tool-set that combines engineering risk analysis capabilities to support systems engineering, design and through-life support.

Publication Year: 
2014
Publication Volume: 
5
Publication Control Number: 
056
Page Count: 
8
Submission Keywords: 
Data
Quality
Index
Analysis
MADe software
Submission Topic Areas: 
Modeling and simulation
Submitted by: 
  
 
 
 

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