DocumentCode
3603296
Title
Efficient Wire Routing and Wire Sizing for Weight Minimization of Automotive Systems
Author
Chung-Wei Lin ; Lei Rao ; Giusto, Paolo ; D´Ambrosio, Joseph ; Sangiovanni-Vincentelli, Alberto L.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
Volume
34
Issue
11
fYear
2015
Firstpage
1730
Lastpage
1741
Abstract
As the complexities of automotive systems increase, designing a system is a difficult task that cannot be done manually. In this paper, we focus on wire routing and wire sizing for weight minimization to deal with more and more connections between devices in automotive systems. The wire routing problem is formulated as a minimal Steiner tree problem with capacity constraints, and the location of a Steiner vertex is selected to add a splice which is used to connect more than two wires. We modify the Kou-Markowsky-Berman algorithm to efficiently construct Steiner trees and propose an integer linear programming (ILP) formulation to relocate Steiner vertices and satisfy capacity constraints. The ILP formulation is relaxed to a linear programming (LP) formulation which has the same optimal objective and can be solved more efficiently. Besides wire routing, wire sizing is also performed to satisfy resistance constraints and minimize the total wiring weight. To the best of our knowledge, this is the first work in the literature to formulate the automotive routing problem as a minimal Steiner tree problem with capacity constraints and perform wire routing and wire sizing for weight minimization. An industrial case study shows the effectiveness and efficiency of our algorithm which provides an efficient, flexible, and scalable approach for the design optimization of automotive systems.
Keywords
automobile industry; design engineering; integer programming; linear programming; minimisation; splicing; trees (mathematics); wires; ILP formulation; Kou-Markowsky-Berman algorithm; Steiner vertex location; automotive routing problem; automotive system design optimization; capacity constraints; integer linear programming formulation; minimal Steiner tree problem; optimal objective; resistance constraints; splice; total wiring weight minimization; wire routing; wire sizing; Algorithm design and analysis; Automotive engineering; Resistance; Routing; Steiner trees; Wires; Wiring; Automotive engineering; Steiner trees; optimization; weight minimization; wire routing; wire sizing;
fLanguage
English
Journal_Title
Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on
Publisher
ieee
ISSN
0278-0070
Type
jour
DOI
10.1109/TCAD.2015.2448680
Filename
7131523
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