17 citations · 21 across the 5 of their papers we have counts for
5 papers
Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction
Saeid Bayat, Nastaran Shahmansouri, Satya RT Peddada +3
In this research, we developed a graph-based framework to represent various aspects of optimal thermal management system design, with the aim of rapidly and efficiently identifying…
Extracting Design Knowledge from Optimization Data: Enhancing Engineering Design in Fluid Based Thermal Management Systems
Saeid Bayat, Nastaran Shahmansouri, Satya RT Peddada +3
As mechanical systems become more complex and technological advances accelerate, the traditional reliance on heritage designs for engineering endeavors is being diminished in its e…
LGR-MPC: A user-friendly software based on Legendre-Gauss-Radau pseudo spectral method for solving Model Predictive Control problems
Saeid Bayat, James T. Allison
Active components, such as actuators, constitute a fundamental aspect of engineering systems, affording the freedom to shape system behavior as desired. However, this capability ne…
Multi-split configuration design for fluid-based thermal management systems
Saeid Bayat, Nastaran Shahmansouri, Satya RT Peddada +3
High power density systems require efficient cooling to maintain their thermal performance. Despite this, as systems get larger and more complex, human practice and insight may not…
Nested Control Co-design of a Spar Buoy Horizontal-axis Floating Offshore Wind Turbine
Saeid Bayat, Yong Hoon Lee, James T. Allison
Floating offshore wind turbine (FOWT) systems involve several coupled physical analysis disciplines, including aeroelasticity, multi-body structural dynamics, hydrodynamics, and co…