Study
ModellingHigh ImpactModerate effect

3D Discretized Models Offer Promising, Yet Computationally Intensive, Simulation for Consumer Durables

Simulating the use processes of consumer durables using 3D discretized models provides a valuable, though computationally demanding, approach for conceptual design.

Research Repository (Delft University of Technology) · 2006

01

Key Findings

  • 013D discretized models show significant potential for simulating artifact behavior during use.
  • 02Preparing these 3D discretized models can be computationally intensive.
  • 03Current simulation approaches do not provide a complete picture of artifact behavior.
02

Application

Design takeaway

When simulating the use of consumer durables in conceptual design, consider using 3D discretized models, but be prepared for significant computational demands and acknowledge that the simulation may not be exhaustive.

How to apply

When developing a new consumer durable, use CAD software to create 3D models and explore simulation tools that can predict how the product will function and be interacted with during its intended use.

Project actions

  • 01When researching simulation methods for your design project, look for studies that evaluate different modelling techniques.
  • 02Consider the trade-offs between the complexity of a simulation and the computational resources required.
03

Method & Evidence

AimTo explore and evaluate existing artifact-behavior simulation approaches for their applicability to simulating the use processes of consumer durables within conceptual design.
MethodLiterature review and survey of simulation approaches.
ProcedureThe paper surveys various methods for simulating artifact behavior, categorizing them based on whether they treat artifacts as discrete or continuous systems. These approaches are then evaluated against criteria such as the breadth of behaviors simulated, the effort required for model preparation, and the ease of interpreting the simulation results.
ContextConceptual design of consumer durables.

Variables

IVType of simulation approach (e.g., 3D discretized models, discrete systems, continuous systems).
DVEase of preparation, ease of interpretation, range of behaviors covered.
04

Strengths & Limitations

Strengths

  • +Provides a structured overview of different simulation approaches.
  • +Evaluates simulation methods based on practical design criteria.

Limitations

The simulation of artifact behavior does not fully account for human factors or unpredictable real-world usage scenarios.

Reliability & validity

The reliability and validity of the findings depend on the comprehensiveness of the survey and the rigor of the evaluation criteria applied to the reviewed simulation approaches.

Think critically

To what extent can simulations based solely on artifact behavior accurately predict the success of a consumer durable in real-world use, considering the variability of human interaction?

05

Design Principles

"Utilize computational modelling to predict and refine product-use interactions during conceptualization, balancing the depth of simulation with available resources."

Understanding how a product will be used and how it behaves during that use is crucial for effective conceptual design. This research highlights a specific modelling technique that can aid designers in predicting and refining product interactions before physical prototypes are created, potentially saving time and resources.

06

What This Means for Your Design

This research looked at computer ways to test how products like toasters or blenders might work before they are even made. It found that using 3D computer models is helpful but takes a lot of computer power.

How to use in your project

  • 1.Reference this paper when discussing the selection of modelling and simulation techniques for predicting product performance or user interaction in your design project.
07

Add to My Project

08

Quick Cite

(2006). A survey of artifact-simulation approaches from the perspective of application to use processes of consumer durables. Research Repository (Delft University of Technology). Retrieved from https://designdex.org/study/40cec2d5-8e1c-4c31-bc50-e62c45c84afb/3d-discretized-models-offer-promising-yet-computationally-intensive-simulation-for-consumer-durables

Paragraph starter

The exploration of artifact-behavior simulation approaches, particularly those employing 3D discretized models, offers valuable insights for predicting the use processes of consumer durables during conceptual design. While these methods present a promising avenue for understanding product interaction and performance, their computational intensity necessitates careful consideration of resource allocation and project timelines. Furthermore, it is acknowledged that such simulations may not encompass the full spectrum of product behavior or user interaction.

09

Source

Research Repository (Delft University of Technology)

A survey of artifact-simulation approaches from the perspective of application to use processes of consumer durables

journal · 2006

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Questions about this research

What does the research say about 3d discretized models offer promising, yet computationally intensive, simulation for consumer durables?
When simulating the use of consumer durables in conceptual design, consider using 3D discretized models, but be prepared for significant computational demands and acknowledge that the simulation may not be exhaustive. Evidence: Research Repository (Delft University of Technology) (2006).
Why does "3D Discretized Models Offer Promising, Yet Computationally Intensive, Simulation for Consumer Durables" matter for design?
Understanding how a product will be used and how it behaves during that use is crucial for effective conceptual design. This research highlights a specific modelling technique that can aid designers in predicting and refining product interactions before physical prototypes are created, potentially saving time and resources.
How can designers apply this research?
When simulating the use of consumer durables in conceptual design, consider using 3D discretized models, but be prepared for significant computational demands and acknowledge that the simulation may not be exhaustive.
What were the main findings?
3D discretized models show significant potential for simulating artifact behavior during use.. Preparing these 3D discretized models can be computationally intensive.. Current simulation approaches do not provide a complete picture of artifact behavior.
What research method was used?
Literature review and survey of simulation approaches..
How strong is the evidence?
Evidence strength is rated Moderate effect, based on a 2006 journal from Research Repository (Delft University of Technology).
What should I do differently in my next project?
When developing a new consumer durable, use CAD software to create 3D models and explore simulation tools that can predict how the product will function and be interacted with during its intended use.
What are the limitations?
The survey focuses on artifact behavior simulation and acknowledges the need to extend this to human behavior simulation for a more complete understanding of use processes.
Is there evidence that discretized models affects design outcomes?
Simulations using 3D discretized models are a strong candidate for understanding how consumer products will be used, but they require substantial computational resources and may not capture all aspects of product behavior. Understanding how a product will be used and how it behaves during that use is crucial for effect Source: Research Repository (Delft University of Technology) (2006).
Where does this consumer durables research apply?
Conceptual design of consumer durables. It sits within modelling research on designdex.org.

Related research topics

discretized models design research · evidence on discretized models · does discretized models improve design outcomes · consumer durables studies for designers · discretized models and consumer durables findings · modelling research evidence