SPI2 Publications (UIUC)

Papers under Review/In Preparation

  • Corey Parrott, Satya R T Peddada, Kai James, James Allison.‘Machine Learning Surrogates for Optimal 2D Spatial Packaging of Interconnected Systems with Physics Interactions (SPI2)’ – Submitted to the AIAA Aviation 2023 Forum
  • Satya R T Peddada, Nathan M Dunfield, Lawrence E Zeidner, Zane Givans, Kai A James, James T Allison. ‘ Enumeration and Identification of Unique 3D Spatial Topologies of Interconnected Engineering Systems Using Spatial Graphs.‘ – Submitted to the ASME Journal of Mechanical Design in Dec 2022
  • Waheed Bello, Satya R T Peddada, Anurag Bhattacharyya, Lawrence E Zeidner, Kai A James, James T Allison. ‘Simultaneous 3D Component Packing and Routing Optimization Using Geometric Projection’. – To be submitted to the AIAA Journal.
  • Jiangce Chen, Satya Peddada, Waheed Bello, Kai James, James Allison, Horea Ilies. ‘3D Spatial Packaging of Complex Engineering Systems Using Multiple Disjoin Ball Decomposition Method [MDBD].‘ [In preparation]
  • Saeid Bayat, Nastaran Shahmansouri, Satya R T Peddada, Adrian Butscher, James Allison. ‘Multi-split configuration exploration and optimal flow control for fluid-based thermal management systems.’ [In Preparation] – Collaboration with Autodesk Research
  • Elena Fernandez, Vedant, Satya R T Peddada, Vedant, James Allison. ‘Optimization Studies of Multifunctional Structures for Attitude Control Configuration Design using Pseudo-Rigid Body Dynamic Models‘ – To be submitted to the AAS GNC Conference,

Journal Articles

  • Satya R T Peddada, Lawrence E Zeidner, Horea T Ilies, Kai A James, James T Allison. ‘Towards a Holistic Design of Spatial Packaging of Interconnected Systems with Physics Interactions (SPI2).’ 2022 – In the ASME Journal of Mechanical Design. DOI: https://doi.org/10.1115/1.4055055
  • Satya R T Peddada, Kai A James, James T Allison. ‘A Novel Two-Stage Design Framework for 2d Spatial Packing of Interconnected Components.’ ASME Journal of Mechanical Design, Dec 2020.  [bibtex] DOI: 10.1115/1.4048817 Invited to ASME JMD IDETC 2020 Special Issue Contribution
  • Alex Jessee, Satya R T Peddada, Danny J Lohan, Kai A James, James T Allison. ‘Simultaneous Packing and Routing Optimization Using Geometric Projection.’ ASME Journal of Mechanical Design, 142(11), p. 111702, Nov 2020.  [bibtex] [pdf] DOI: 10.1115/1.4046809
  • Satya R T Peddada, Daniel R Herber, Herschel Pangborn, Andrew G Alleyne, James T Allison. ‘Optimal Flow Control and Single Split Architecture Exploration For Fluid-Based Thermal Management.’ ASME Journal of Mechanical Design, 141(8), p. 083401, Aug 2019. [bibtex] [pdf] DOI: 10.1115/1.4043203 (MATLAB Code). 

Conference Proceedings

  • Anurag Bhattacharyya, Satya R T Peddada, Waheed B Bello, Lawrence E Zeidner, Kai A James, James T Allison. ‘Simultaneous 3D Component Packing and Routing Optimization Using Geometric Projection’. In the AIAA SciTech 2022 Conference, San Diego, CA & Online. DOI: https://doi.org/10.2514/6.2022-2096
  • Waheed B Bello, Satya R T Peddada, Anurag Bhattacharyya, Mark Jennings, Sunil Katragadda, Kai A James, James T Allison. ‘Underhood Spatial Packing and Routing of an Automotive Fuel Cell System (AFCS) Using 2D Geometric Projection.‘ In the AIAA SciTech 2022 Conference, San Diego, CA & Online. DOI: https://doi.org/10.2514/6.2022-0804
  • Satya R T Peddada, Lawrence E Zeidner, Kai A James, James T Allison. ‘An Introduction to 3D SPI2 (Spatial Packaging of Interconnected Systems with Physics Interactions) Design Problems: A Review of Related Work, Existing Gaps, Challenges, and Opportunities.’ In ASME 2021 International Design Engineering Technical Conferences, Virtual, Online, Aug 2021. [bibtex]. DOI: https://doi.org/10.1115/DETC2021-72106
  • Satya R T Peddada, Nathan M Dunfield, Lawrence E Zeidner, Kai A James, James T Allison. ‘Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph Representations.’ In ASME 2021 International Design Engineering Technical Conferences Virtual, Online, Aug 2021. [bibtex] DOI: https://doi.org/10.1115/DETC2021-66900
  • Satya R T Peddada, Kai A James, James T Allison. ‘A Novel Two-Stage Design Framework for 2d Spatial Packing of Interconnected Components.’ In ASME 2020 International Design Engineering Technical Conferences, DETC2020-22695, p. V11BT11A032, Virtual, Online, Aug 2020. [bibtex] DOI: https://doi.org/10.1115/DETC2020-22695 Nominated for DAC Best Paper Award
  • Satya R T Peddada, Samanta B Rodriguez, Kai A James, James T Allison. ‘Automated Layout Generation Methods for 2D Spatial Packing.’ In ASME 2020 International Design Engineering Technical Conferences, DETC2020-22627, p. V11BT11A013, Virtual, Online, Aug 2020. [bibtex] DOI: https://doi.org/10.1115/DETC2020-22627

Theses

  • Satya R T Peddada. ‘A Two-Stage Design Framework for Optimal Spatial Packaging of Fluid-Thermal Systems.’ Ph.D. Thesis, University of Illinois at Urbana-Champaign, Urbana, IL, USA, May 2021. http://hdl.handle.net/2142/110458
  • Alex Jessee, ‘Simultaneous packing and routing optimization of thermal-fluid systems.’ Master’s thesis, University of Illinois at Urbana-Champaign, Urbana, IL, USA, August 2019.
  • Satya R T Peddada. ‘Integrated Design Optimization Methods for Optimal Sensor Placement and Cooling System Architecture Design for Electro-Thermal Systems.’ M.S. Thesis, University of Illinois at Urbana-Champaign, Urbana, IL, USA, Dec 2018. [bibtex] [pdf]
  • Tinghao Guo. ‘On the Use of Machine Learning with Design Optimization Data for System Topology Design.’ PhD Thesis, University of Illinois at Urbana-Champaign, Urbana, IL, USA, Aug 2018. [bibtex] [pdf]