CAE/Design! Research Area Group!
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1 CAE/Design! Research Area Group!
2 Our Faculty! Bert Bras Cassandra Telenko Seung-Kyum Choi Chris Paredis Kate Fu Dave Rosen Roger Jiao Suresh Sitaraman Julie Linsey Yan Wang
3 Sustainable Design & Manufacturing! Dr. Bert Bras ecdm.gatech.edu Project needs:! MyEnergiLifeStyle:! Integration of homes, electric vehicles, appliances, renewable energy, decentralized micro-grids Parking Spotter! Using vehicles as sensors to map parking and identify open spots Human in the loop remote control of vehicles of 4g LTE network Sensor Fusion for Sustainability! Remote Repositioning! Novel and innovative ideas for using vehicle sensors to enhance sustainability Biologically Inspired Design of Eco-Industrial Parks! Using ecological principles to group companies and manufacturing processes like species in an ecosystem to improve overall efficiency and lower the cost of operations and environmental impact Special focus on steel manufacturing in China and automotive production Copyright Georgia Institute of Technology, 2016
4 !!!!!! Robust Product Creation Laboratory! Director : Dr. Seung-Kyum Choi! schoi@me.gatech.edu Web: rpc.gatech.edu Project Examples! Reliability-based Design of! Cellular Structures! Research Area (CAE and Design)! Engineering Design under Uncertainty Research Focus! Reliability-based/Risk-informed Design Optimal Design under Uncertainty Decision-based Design Robust Design of Stretchable Electronics! Analytic Certification of Additively Manufactured Parts!
5 Design-by-analogy Data mining and visualization Computational support for conceptual design Design principles Engineering Design Research Lab! Dr. Kate Fu Current Projects! Ethical design Design cognition Design expertise Design intuition Design ethics Research Mission! To understand, support and enhance design innovation and creativity! Our approach is interdisciplinary and mixed methodological! Design cognition research, methodological and computational design support development, and meta-research to improve our cohesion and formality within the field of design research. edrl.gatech.edu
6 Dr. Roger Jiao me.gatech.edu/faculty/jiao srl.gatech.edu Current Projects: Ø Biometrics-based Human Factors Engineering Augmented Affective Cognition Usability Engineering User Modeling and Analytics Design Systems Engineering (b) (a) (c) Ø Smart Traffic Service Systems Vehicle-to-Infrastructure connected networks Smart sensing and cloud data communication Intelligent traffic monitoring, planning and control Ø Mass Customization Processing and Conversion of Distributed Energy Resources Ø 2 Open Positions for Ph.D. Students in Fall 2017: Competent candidates are expected to have strong analytical and IT skills, critical and rigorous thinking, solid commitment, and be well motivated for intellectual challenges. Ø More info about Google Scholar: Open-architecture process and supply chain platforms Modular processing and capacity reconfiguration Balance-of-Systems resources network optimization
7 Dr. Julie Linsey! Innovation, Design Reasoning, Engineering Education, and Methods Lab (IDREEM)! What we do:! Enhance Engineering Innovation Design Cognition- Integration of psychology & design Develop, design and evaluate new engineering tools & methods Engineering Education Analogy & Bioinspired Design Current Projects! Impact of Maker Spaces Persketchtivity- software tutor for engin. sketching Engineering Idea Generation Impact of Functional Modeling on Innovation Bioinspired Design Meet our group! idreemlaboratory/
8 MB S E Model-Based Systems Engineering Center Dr. Chris Paredis# chris.paredis@me.gatech.edu # mbsec.gatech.edu# Research Focus: Systems Engineering and Design (SE&D) Methodology Research Focus:! Model-based Systems Engineering! Formal modeling of SE artifacts Consistency management of models Simulation and model inference Theoretical Foundations of SE&D! Value-based, explanatory modeling of systems engineering practices Research methodology for SE Finance Project Management Manufacturing Software System Model CAD Analysis Current Research Topics! 1. MBSE for automotive variant modeling Ford! Determining modeling strategies for managing consistency in product families 2. Bayesian optimization for materials design NSF?! Algorithms for efficient exploration of material systems With Prof. Kalidindi 3. Real-options analysis and design of flexible hybrid energy systems INL, NSF?! Efficient analysis and design of flexible, modular power plants for fast-changing techno-economic contexts Collaboration with TU Munich 4. The role of heuristics in SE&D NSF! Understanding why heuristics are used in SE&D, and how this use can be made more effective. NSF. With Prof. Fu 5. Simulation support for design decision-making! Strategies for choosing the most valuable models to support decision making during final issue resolution With Renault and CentraleSupélec in Paris à Student needs: 1 MS (project 1), 2 PhD (2 & 3),
9 Dr. Cassandra Telenko! Computation and Advancement! of Sustainable Systems Lab! Why does this matter? These are the tools needed by decisions makers Business platforms are innovating to be more sustainable and more system-oriented We have technology that isn t being applied effectively User behavior is critical in sustainable design and engineering What we do:! Discover, disseminate, validate, and integrate design for environment guidelines Model designs as part of a system with human and situational factors Design for sustainable user behavior, including psychology, sensing, and smart and feedback systems Design based learning for sustainability at college and professional levels Measure and improve environmental and usage aspects of 3D printing Meet our group! pwp.gatech.edu/telenko/researchers/
10 Dr. David Rosen! Additive Manufacturing! Design Methods & Tools: take advantage of the unique capabilities of AM Processes, Materials, Technologies: enable AM to be utilized for production manufacturing Example Projects! Cellular structure design! Light weight applications Lattice structure generation; heuristic size optimization Extending to topology optimization Stereolithography-based Microlens Process! DLP chip for area imaging Interferometer-based real-time part height sensing # and feedback control UV Light Beam Source Condi5oning System Resin Chamber Students to Contact! Chad Hume:! chume3@gatech.edu Narumi Watanabe: # narumi.watanabe@gatech.edu Grayscale DMD
11 CASPaR Lab! Computer-Aided Simulation of Packaging Reliability! Dr. Suresh Sitaraman Research Topics! Thin Film Delamination Compliant Interconnects Solder Reliability High Density Multi-Layer Substrate Studies Through Silicon Vias caspar.gatech.edu Micro- and nano-scale structure fabrication, characterization, physics-based modeling and reliable design intended for various applications: aerospace and defense, automotive, computers and telecommunications, portable electronics, and medical
12 Multiscale Systems Engineering! Research Group!! Dr. Yan Wang msse.gatech.edu! Computer-Aided Multiscale Product-Materials Design! Nanoscale CAD/CAM/CAE Multiscale simulation (DFT, MD, kmc, FEA, CFD) Heterogeneous geometry and materials modeling Design space exploration and global optimization Uncertainty Quantification! Reliable multiscale simulation under uncertainty Stochastic dynamics modeling Risk analysis and risk-informed decision making Product Lifecycle Management and Design Informatics! Additive manufacturing: process monitoring, big data analytics PLM system: interoperability Geometry processing Composites Customized Crystal Meso structures Phase-Change Material
13 Dave McDowell, Regents Professor and Paden Chair hfp://mcdowell2.padenchair.gatech.edu/ RESEARCH AREAS: Microstructure-sensi5ve computa5onal methods to simulate and predict fa5gue of materials. Methods for mul5scale modeling of inelas5city and damage in structural materials. Systems based design strategies for materials development. Mul5level design of materials with microstructure hierarchy Coarse grained atomis5c simula5ons of disloca5ons Closing the gap: mesoscale modeling Mul5scale modeling
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