Research Reports

Mission-Aware Integrated Digital Transformation for Operational Advantage

PUBLIC RELEASE
December 2023

COMPLETED
September 2023

AUTHORS: Dr. Jitesh Panchal1 , Dr. Waterloo Tsutsui1, Dr. Mikhail Atallah1, Nathan Hartman1, Daniel DeLaurentis1, Dr. Richard Malak2
PURDUE UNIVERSITY 1, TEXAS A&M UNIVERSITY 2

The U.S. Army recognizes the potential of digital modeling to advance ground vehicle capabilities. However, practical challenges emerge in acquiring comprehensive digital data for various vehicle platforms. For instance, older platforms often lack up-to-date digital data, necessitating reverse engineering to create accurate digital replicas. This process faces challenges as it may overlook subtle characteristics and manufacturing discrepancies in the digital models. Furthermore, the lack of standardized digital data practice (e.g., data repositories) complicates the establishment of a cohesive digital modeling infrastructure.

AIRC researchers from Purdue and Texas A&M completed this report that presents valuable insights drawn from in-depth conversations with Department of Defense stakeholders, focusing on critical aspects of digital modeling, data utilization, and data-driven decision-making for ground vehicles. The report addresses challenges and opportunities in these domains and offers strategic considerations for optimizing the DoD’s operational advantage.

The report introduces the Intelligent Front-End (IFE) framework, which optimizes data management, integration, and utilization. The IFE serves as a bridge between existing systems and modern data needs, enhancing user interactions with data. Implementing IFE involves phases such as learning, dual deployment, and full deployment, capturing user interactions to contribute to institutional memory and decision-making.

In future research endeavors, the aim is to develop a versatile decision/reasoning tool framework tailored to various cases, providing high-level guidance to sponsors based on crucial decision-making factors. This framework will enable prioritizing modeling efforts to address specific decision needs. Collaborations with DoD units are planned to gain insights into their decision-making processes, potentially focusing on airframes and sea platforms. The overarching goal is continually refining the approach, leveraging digital modeling and data-driven decision-making to meet evolving sponsor requirements and enhance the DoD’s operational advantage.