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An Automated Virtual Lab for Bond Graph Based Dynamics Modeling Using Graph Grammars and Tree Search

[+] Author Affiliations
Felice Mancini, Daniel Grande, Pradeep Radhakrishnan

Worcester Polytechnic Institute, Worcester, MA

Paper No. IMECE2016-66110, pp. V005T06A004; 12 pages
doi:10.1115/IMECE2016-66110
From:
  • ASME 2016 International Mechanical Engineering Congress and Exposition
  • Volume 5: Education and Globalization
  • Phoenix, Arizona, USA, November 11–17, 2016
  • Conference Sponsors: ASME
  • ISBN: 978-0-7918-5057-2
  • Copyright © 2016 by ASME

abstract

This paper explores the concept of an automated virtual lab in the area of system design and analysis. The project combines different research activities in automated design analysis using the graph grammar and tree search methods. In particular, a graph grammar rule-based system to automatically generate bond graphs for various systems is developed. This is combined with similar grammar based rules and search algorithms to provide automation as well as context sensitive feedback to users of the virtual lab. Examples will be demonstrated to showcase the potential as well as how the virtual lab can be scaled using appropriate learning algorithms towards personalizing education.

Copyright © 2016 by ASME

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