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Algorithm-Driven Design: Using new algorithm and deep learning model to control the microstructures generation of favorable mechanical behavior (Static & Dynamic) in additive manufacturing.

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Algorithm-Driven Design: Using new algorithm and deep learning model to control the microstructures generation of favorable mechanical behavior (Static & Dynamic) in additive manufacturing.

Now, our researchers have developed a simulation system that could quickly and accurately to generation 3D microstructure models based on their mechanical behaviors. This research regards as the main point that the products are created with the parameter design tool, it is discussed how to design the parameter to apply to the design process with Rhino Grasshopper. The new design system use machine learning and infinite element method to catalogues the mechanical behaviors of a huge number of tiny cube clusters. After generating these complex lattices computationally, additive manufacturing is used to fabricate the designs, allowing for rapid prototyping and iteration.We have successfully developed an algorithm to generate closed surfaces from the 1D beam element and then converted it into a three-dimensional solid structure. Its molding success rate has been higher than the current international market software. This software technology can provide designers with 1D beam elements converted into 3D solid structures, used to import dynamic analysis software, obtain key parameters, and optimize dynamic product structure generation. At present, it has been applied to the generation of microstructures for impact resistant structures of safety helmet linings and has applied for patents.The design of 3d printing microstructures brings possibilities of realizing novel properties beyond traditional materials and the use in different domains such as robot, aeronautics, biomedicine, sport, based on their deformation, compression, light sound and thermal mechanical properties. In 3D printing software system market, This rapid growth is analysed and implications evaluated in the recent market intelligence report from IDTechEx Research: 3D Printing Software 2018-2028: Technology and Market Analysis. Given these market trends, IDTechEx forecasts that the global market for 3D printing software will be worth $966 million by the year 2028.

Contact

  • Name:陳自豪

  • Phone:05-2720411#16471

  • Address:No.168, Sec. 1, University Rd., Minhsiung Township, Chiayi County 621, Taiwan (R.O.C.)

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Other Information

  • Pavilion:Future Tech

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Information & Communications

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  • Technology maturity:Mass production

  • Exhibiting purpose:Technology transactions、Patent transactions、Product promotion、Display of scientific results

  • Trading preferences:Technical license/cooperation、Negotiate by self

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