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RISExtracting Design Information From Optimized Designs of Power Flow Systems: Application to Multisplit Thermal Management System Configuration
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As engineering systems grow more intricate and technological progress accelerates, traditional sources of design knowledge, such as historical data and expert intuition, struggle to keep pace with the complexity and the ...
Extracting Design Information From Optimized Designs of Power Flow Systems: Application to Multisplit Thermal Management System Configuration
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As engineering systems grow more intricate and technological progress accelerates, traditional sources of design knowledge, such as historical data and expert intuition, struggle to keep pace with the complexity and the ...
Can Graph Neural Networks Help Identify Promising Thermal Management System Architectures Among Vast Numbers of Possibilities?
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. The more efficient a thermal management system must be across a diverse range of conditions, the greater the intricacy of its design is required. Yet, the computational bottlenecks of enumerating and analyzing ...
Multi-Split Configuration Design for Fluid-Based Thermal Management Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: High power density systems require efficient cooling to maintain their thermal performance. Despite this, as systems get larger and more complex, human expertise and insight may not suffice to determine the desired thermal ...