Multi-Stage Packaging and Routing Optimization for Automotive Component Layout, Wire Harness and Duct Route Design
Многоэтапная оптимизация размещения и прокладки для компоновки автомобильных компонентов, жгутов проводки и трасс воздуховодов
2026-04-07
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A* path-findingautomotive dashboard designcomponent packaging optimizationcomponent packing densityduct routinggradient-based optimizationproximity and accessibility constraintstotal routing length minimizationtwo-stage optimization frameworkwire harness layout
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Abstract (AI)
<div class="section abstract"><div class="htmlview paragraph">Modern vehicle design involves complex considerations and tradeoffs between system integration and layout which have a direct impact on performance, efficiency, and cost. The placement of equipment including control boards, motors, and fans as well as the routing of ducts and wire harnesses poses a time-consuming and intricate problem for design engineers. This paper presents an automated methodology to determine the optimal component packaging configuration, duct routing, and wire harnessing layout to maximize component packing density and minimize the total routing length. A two-stage optimization framework has been developed where the first stage packages the components within the design space with considerations for space utilization, component overlap, proximity relationships, point-to-point accessibility, and component mounting. The second stage implements a custom A* path-finding algorithm and gradient based optimization to determine the optimal route layout between port points. The objective of this work – using A* and gradient based optimization - is to minimize the total length of the duct work and harness layout while respecting proximity, overlap, and accessibility considerations. This paper outlines the methodology and real-world application through the design optimization of an automotive dashboard.</div></div>
Key Findings
1
An automated two-stage methodology is developed to optimize component packaging, duct routing, and wire harness layout for vehicles.
2
Stage 1 packs components within design space considering space utilization, component overlap, proximity relationships, point-to-point accessibility, and component mounting.
3
Stage 2 combines a custom A* path-finding algorithm with gradient-based optimization to determine optimal route layouts between port points.
4
The combined objective minimizes total duct and harness routing length while respecting proximity, overlap, and accessibility constraints.
5
The methodology is demonstrated on a real-world automotive dashboard design application.
Research Object
Automotive component packaging, duct routing, and wire harness layout for an automotive dashboard
Research Subject
Optimization of component placement and routing to maximize packing density and minimize total duct and harness routing length while respecting space utilization, overlap, proximity, accessibility, and mounting constraints using a two-stage (packaging + A*/gradient) framework
Publication Details
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2026-04-07
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