The paper “Data-Driven Predictive Modeling of Tensile Behavior of Parts Fabricated by Cooperative 3D Printing“, is accepted by the Journal of Computing and Information Science in Engineering, Transactions of the ASME. This study was performed in collaboration with Dr. Dazhong Wu from the University of Central Florida. Congratulations.
In this project, the University of Arkansas, the University of Illinois at Urbana-Champaign, Oregon State University, and the Concord Consortium will collaborate to define, implement, and disseminate generative design tools and projects for use in undergraduate courses. Research questions from three perspectives will drive the project: 1) Theoretical perspective: What are the essential elements of generative design thinking that students must acquire so they can work effectively at the human-technology frontier in engineering? 2) Practical perspective: To what extent and in what ways can the curriculum and materials support the learning of generative design as indicated by students’ gains in generative design thinking? and 3) Affective perspective: To what extent and in what ways can artificial intelligence affect the professional formation of engineers as indicated by the changes of students’ interest and self-efficacy in engineering? This project represents a novel application of artificial intelligence to engineering that could augment the creativity and productivity of the engineering workforce of the future. See the NSF website for more details about this project.
Congratulations to the PhD student Laxmi Poudel! The paper he is first authored, “A Heuristic Scaling Strategy for Multi-Robot Cooperative 3D Printing”, is accepted by the Journal of Computing and Information Science in Engineering, Transactions of the ASME.
This fall, two new PhD students working as Graduate Research Assistants joined in SiDi Lab: 1. Xingang Li graduated from Tianjin University, China with a BS degree in Mechanical Engineering. Prior to joining in the PhD program, Xingang worked in auto industry at OTICS Corporation in Japan for four years. He has practical working experience in design of automotive engine parts for major car manufacturers, such as Toyota and SAIC Motor Co., Ltd. 2. Yinshuang Xiao, who holds BS and MS in Mechanical Engineering, graduated from University of Electronic Science and Technology of China. Prior to joining in SiDi Lab, she was working as a R&D Engineer for new energy vehicles at SAIC Volkswagen in Shanghai. Yinshuang has extensive research experience in computational electromagnetic and EMC characteristics of EV component. Welcome on Board!
Our paper titled “A Deep Learning Based Approach to Predicting Sequential Design Decisions” was recently selected as the awardee of the Robert E. Fulton Best Paper Award from the Computers & Information in Engineering (CIE) Division of the ASME. Molla H. Rahman, the PhD student from SiDi Lab and the first author of this paper, presented the work at the 39th ASME CIE Conference in Anaheim, California, August 20. Please see more information here.
Congratulations to the PhD student Molla Hafizur Rahman! The paper he is first authored “A CAD-Based Research Platform for Design Thinking Studies” (doi:10.1115/1.4044395) is accepted by the Journal of Mechanical Design, Transactions of the ASME, and will be published on the November special issue of Machine Learning for Engineering Design.
SiDi Lab has been working closely with AM3 Lab and AMBOTs, a pioneer start-up company in advanced additive manufacturing, to research and develop swarm 3D printing and assembly technologies. We recently received funding from National Science Foundation SBIR program (Phase 1) to expand current 3D printing capabilities with a swarm 3D printing and assembly platform (SPA).
SPA synergistically integrates 3D printing techniques with swarm robotics, thus effectively addressing the issues pertaining to print time, print cost and print quality – the three objectives that current 3D printing technologies cannot simultaneously achieve. The primary intellectual merit of this project lies in a new approach to realizing cooperative 3D printing and manufacturing between multiple independent 3D printers and robots, which provides a modular and reconfigurable digital manufacturing platform. In this project, we propose a new hardware platform based on a novel mobile 3D printer with a Selective Compliance Assembly Robot Arm (SCARA) and a new software to coordinate multiple mobile 3D printers and assembly robots. This enables multi-color and multi-material printing, as well as integration of pre-manufactured components into print jobs. The anticipated technical outcome is an integrated SPA system that is capable of printing large-scale objects while assuring print quality comparable to current small-scale commercial 3D printers. For more information about this project, please visit here.
Our research on swarm 3D printing and cooperative 3D printing technologies has been highlighted by media. See this post.
The PhD student Laxmi Poudel won the 2019 ASME-CIE Graduate Research Poster Competition, and is awarded $750 travel support to present his PhD research on the topic of “Autonomous and Cooperative 3D Printing” during the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference in Anaheim, CA, during August 18-21, 2019. There are 19 applications submitted this year. Congratulations to Laxmi! He will also present his paper “Computational Design of Scheduling Strategies for Multi-Robot Cooperative 3D Printing” in this year’s conference too.
SiDi Lab directed by Dr. Sha and AM3 Lab directed by Dr. Wenchao Zhou recently received Commercialization Fund from University of Arkansas Office of Economic Development to accelerate technology transfer and commercialization of our research on Cooperative 3D Printing (C3DP). This project will collaborate with AMBOTS Inc., a startup company aims to automate manufacturing with a swarm of smart and autonomous mobile robots, to commercialize key technologies span off from our research, such as mobile print robots, chunk-based printing and C3DP scheduling. The Commercialization Fund is generously funded by Walton Family Charitable Support Foundation and administered by UA’s Office of Economic Development to provide short-term funding for actionable projects that move technologies toward the marketplace.
This year we have three papers accepted by ASME 2019 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. Congratulations to the PhD students Molla Rahman and Laxmi Poudel. They will present their work in August at the conference that will be held at Anaheim in California this year.
- M. Rahman, C. Xie, Z. Sha, “A Deep Learning Based Approach to Predicting Sequential Design Decisions”.
- L. Poudel, W. Zhou, Z. Sha, “Computational Design of Scheduling Strategies for Multi-Robot Cooperative 3D Printing“.
- J. Xie, Y. Bi, Z. Sha, M. Wang, Y. Fu, N. Contractor, W. Chen, “A Dynamic Network Analysis Approach to Understanding the Impact of Engineering Design on Evolutions of Market Competition”.