Human Performance Modeling Architecture with HC-130J Mission Application

The Department of Defense emphasizes digital engineering using Model-Based Systems Engineering (MBSE), which includes systems modeling language (SysML)-based models. Analysis of system impacts on human operators and their performance typically occurs through non-MBSE approaches. One current process evaluates human performance and workload using IMPRINT, a discrete event simulation tool. IMPRINT primarily exists as a standalone tool with limited built-in functionality to integrate with an MBSE tool. This research develops a generalizable and updateable human performance modeling architecture that combines SysML-based model development with a new To-Be process. The To-Be process creates traceability from the SysML-based model to IMPRINT, using a custom Excel tool that organizes the data from the model into an importable format for IMPRINT. Comparisons of the current and To-Be process determined that the To-Be process supports alternative model development with minimal manual rework by the modeler, while maintaining the SysML-based model as the authoritative source of truth.

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Publication Details

Journal
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Published
2024-08-29
DOI
https://doi.org/10.1177/10711813241261280
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
0.00

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article

Human Performance Modeling Architecture with HC-130J Mission Application

Michael E. Miller, Stephanie Slimp
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Human-Automation Interaction and Safety
article

Human Performance Modeling Architecture with HC-130J Mission Application

Michael E. Miller, Stephanie Slimp
article en

Abstract

The Department of Defense emphasizes digital engineering using Model-Based Systems Engineering (MBSE), which includes systems modeling language (SysML)-based models. Analysis of system impacts on human operators and their performance typically occurs through non-MBSE approaches. One current process evaluates human performance and workload using IMPRINT, a discrete event simulation tool. IMPRINT primarily exists as a standalone tool with limited built-in functionality to integrate with an MBSE tool. This research develops a generalizable and updateable human performance modeling architecture that combines SysML-based model development with a new To-Be process. The To-Be process creates traceability from the SysML-based model to IMPRINT, using a custom Excel tool that organizes the data from the model into an importable format for IMPRINT. Comparisons of the current and To-Be process determined that the To-Be process supports alternative model development with minimal manual rework by the modeler, while maintaining the SysML-based model as the authoritative source of truth.

Proceedings of the Human Factors and Ergonomics Society Annual MeetingVol. 68(1)
U.S. Air Force Institute of Technology (US)
711th Human Performance Wing
Peace, Justice and strong institutions
Openalex Percentile: Top 82%
Human-Automation Interaction and Safety
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