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GENERATING CONTEXTUAL DESIGN FOR ENVIRONMENT PRINCIPLES IN SUSTAINABLE MANUFACTURING USING VISUAL ANALYTICS.

Devarajan Ramanujan1, William Z Bernstein2, Maria Aurrekoetxea Totorikaguena3

  • 1Department of Engineering, Aarhus University, Aarhus C, Denmark 8000.

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This study introduces a visual analytics framework to create context-specific Design for Environment (DfE) principles. This approach connects general DfE guidelines to real-world manufacturing, enhancing environmental sustainability in product design.

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Area of Science:

  • Manufacturing Engineering
  • Environmental Sustainability
  • Visual Analytics

Background:

  • Current Design for Environment (DfE) principles lack specificity for manufacturing contexts.
  • Existing DfE guidelines are often static and disconnected from production realities.
  • There is a need for adaptable and context-aware environmental design strategies.

Purpose of the Study:

  • To propose a visual analytics-based framework for generating context-specific DfE principles.
  • To integrate manufacturing-specific environmental considerations into product and process design.
  • To create a formal schema for storing, updating, and reusing generated DfE principles.

Main Methods:

  • Interactive visual exploration of design, process parameters, and performance metrics.
  • Development of a formal schema linking DfE principles to product lifecycle data and evidence.
  • Application of the framework to an industry experiment comparing dry ice and oil-based milling.

Main Results:

  • Demonstrated generation of contextualized DfE principles tailored to specific production setups.
  • Successfully linked DfE principles with supporting data and evidence within a formal schema.
  • Validated the framework's utility through a comparative analysis of milling techniques.

Conclusions:

  • The visual analytics framework effectively generates adaptable and production-contextualized DfE principles.
  • The formal schema enhances the management and reusability of DfE knowledge.
  • This approach offers a pathway to more effective environmental sustainability in manufacturing design.