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CURRENT & FUTURE TECHNOLOGIES IN AUTOMOTIVE ENGINEERING SIMULATION<br />

The left hand graph in Fig. 4.3.5.2 represents a case in which a complex<br />

model (1) gives a high degree of confidence, but at high cost; model (2)<br />

gives only a slight reduction in confidence, but at a much reduced cost.<br />

These are key considerations for the CAE engineer when defining best<br />

practice, as has been already noted – indeed, there may be cases whether<br />

model (2) should be considered Best Practice as a simpler approach can<br />

save time, cost and avoid mistakes.<br />

The right hand graph (Fig.4.3.5.2) shows a case in which both models (1)<br />

and (2) are relatively high-cost, yet both provide low confidence, hence<br />

identifying the need for a breakthrough technology.<br />

Returning to Table 4.3.5.1, the lower right field of the table indicates that<br />

long-term research is needed, and in some cases the modelling<br />

requirements are not yet established. For example, one trend in material<br />

development that clearly requires a significant modelling development is<br />

nano-materials. Material characterisation, design methods, and simulation<br />

techniques are essential to better understand key phenomena—in particular<br />

the structure-property relationships at different scales—to improve reliability<br />

and to extend the modelling capability for design and application of these<br />

new materials.<br />

Other specific Breakthrough Technologies topics for material modelling<br />

could include:<br />

• Modelling of micro-structural evolution in materials processing and<br />

under loading<br />

• Modelling of multi-material behaviour<br />

• Modelling of joining/bonding/adhesive behaviour under loading<br />

conditions<br />

• Multi-Physics approach (coupled analysis)<br />

4.3.6 Development of a Methodology for Materials Characterisation<br />

Clearly the time and resources available within the AUTOSIM project do not<br />

permit detailed analysis of all possible aspects of material modelling.<br />

Nevertheless, a number of useful papers on particular topics have been<br />

presented at the technical workshops (see Section 6). These have identified<br />

Best Practice in a number of specific fields and highlight where<br />

Breakthrough Technologies are needed.<br />

28 |<br />

SIXTH FRAMEWORK PROGRAMME PRIORITY [6.2] [SUSTAINABLE SURFACE TRANSPORT]<br />

012497 AUTOSIM

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