A Multidisciplinary Approach to Health Monitoring and Materials Damage Prognosis for Metallic Aerospace Systems

Abstract

This MURI program was aimed at advancing the ability to provide reliable life estimates for current and future aircraft systems. The goal was to advance the current states of structural health monitoring (SHM), damage diagnosis, and prognosis by the introduction of a hierarchical framework of sensor data, information management and models and algorithms that span and integrate scales from microstructure to structural level. The research was undertaken by an interdisciplinary research team with specific expertise in material, structural, mechanical, electrical and system engineering and with extensive experience in interdisciplinary collaborative research projects under DoD sponsorship. To ensure Air Force relevance, the team collaborated with AFRL and Boeing personnel to help identify crucial issues and structural hot spots. The project is organized into four tasks: (I) physics-based multiscale modeling; (2) models for in-situ interrogation and detection; (3) prognosis via state-awareness and life models; and (4) testing validation and application.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2013
Accession Number
ADA587226

Entities

People

  • Aditi Chattopadhyay
  • Antonia Papandreou-suppappola
  • Dan Inman
  • James B. Spicer
  • Pedro Peralta
  • Roger Ghanem

Organizations

  • Arizona State University

Tags

Communities of Interest

  • Advanced Electronics
  • Energy and Power Technologies
  • Sensors
  • Space

DTIC Thesaurus Topics

  • Composite Materials
  • Compressed Sensing
  • Computational Science
  • Crystal Structure
  • Data Mining
  • Electrical Engineering
  • Information Science
  • Materials
  • Materials Science
  • Mechanical Engineering
  • Mechanics
  • Multiscale Modeling
  • Probabilistic Models
  • Resonant Frequency
  • Signal Processing
  • Structural Health Monitoring
  • Supervised Machine Learning

Readers

  • Research Science/Academic Research
  • Structural Health Monitoring of Composite Structures.

Technology Areas

  • Space