Engineering Design Problem: When we design we would like to:
Improve product or process quality
Reduce life cycle costs
Reduce development lead times
This can happen during the initial design phase or sometime during the products life.
The design process starts by generating ideas - the functional performance of these ideas have to be verified.
There are two ways to verify an ideas functional performance:
Physical testing of a prototype or the final product or process.
Prediction of the performance of the product or process.
When to measure and when to simulate?
What is the best choice? Generally the answer depends on the system, its behaviour, and the required results.
As a general guideline: Simulate what is easy to simulate and measure what is easy to measure!
Generally it is better to simulate when:
Evaluating concepts - before prototypes - are available.
Many different or very long load cases have to be evaluated.
Required outputs are difficult or impossible to obtain.
Measurement will be very expensive (land mine tests).
Simulation Can Assist During:
Initial product development (no product or prototype is available)
Allows designer to:
Make well founded decisions early in product development process.
Test more ideas in shorter time.
Understand how product behaviour is affected by different factors.
Discover unexpected behaviour.
Be sure product fulfills demands.
Continual product Improvement (prototype or product is available)
Optimise design solutions for next product generation.
Estimate product sensitivity to changes in e.g. weather, wear, ageing.
Test dangerous situations.
Understand product behaviour and factors that affect the behaviour at controlled repeated conditions.
Analysis Paralysis?
Model definition might be according to Neelamkavil: "A model is a simplified representation of a system (or process or theory) intended to enhance our ability to understand, predict, and possibly control the behaviour of the system".
For testing or simulation one of two approaches can be taken:
Trail and error
This method is not well defined and can continue forever without providing any indication as to how close the design is to an optimal value.
Testing program e.g. DOE study
More structured approach that gives the designer much more insight into how the design behaves.
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