Research on Advancement Constraint Screening and Cost Evaluation of Centralized Architecture Platforms for Intelligent Vehicles Under Different R&D Solutions

The electronic and electrical architecture of vehicles has rapidly evolved to centralized. At present, there is no unified consensus on the R&D strategy of the platform in the industry, and there is also a lack of a quantitative decision-making framework that can be implemented. This study takes the centralized architecture platform as the research object, constructs a two-stage analysis framework of “advanced constraint screening-cost quantitative evaluation”, uses a fuzzy-set qualitative comparative analysis method to screen feasible R&D strategy combinations that meet the requirements of the architectural advancement, builds a total cost of ownership evaluation system around the software and hardware elements related to the architecture platform, and systematically analyzes the optimal cost R&D strategy combinations of car enterprises with different mass production scales under the two scenarios of Multi-Box and One-Board. The research results show that adaptive platform middleware and framework middleware are the core necessary elements to realize the advanced architecture; the amortization cost of architecture is negatively correlated with the scale of mass production, and the cost of in-house R&D is highly dependent on large-scale amortization; and there are differentiated optimal solutions in the framework selection and R&D strategy combination of automakers with different mass production scales. This study can provide quantitative reference and practical guidance for R&D decision making of centralized architecture platform for automakers.

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Publication Details

Journal
Electronics
Published
2026-04-12
DOI
https://doi.org/10.3390/electronics15081605
Primary Topic
Qualitative Comparative Analysis Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Research on Advancement Constraint Screening and Cost Evaluation of Centralized Architecture Platforms for Intelligent Vehicles Under Different R&D Solutions

Zongwei Liu, Wang Zhang, F. Zhao
Electronics
Qualitative Comparative Analysis Research
article

Research on Advancement Constraint Screening and Cost Evaluation of Centralized Architecture Platforms for Intelligent Vehicles Under Different R&D Solutions

Zongwei Liu, Wang Zhang, F. Zhao
article en

Abstract

The electronic and electrical architecture of vehicles has rapidly evolved to centralized. At present, there is no unified consensus on the R&D strategy of the platform in the industry, and there is also a lack of a quantitative decision-making framework that can be implemented. This study takes the centralized architecture platform as the research object, constructs a two-stage analysis framework of “advanced constraint screening-cost quantitative evaluation”, uses a fuzzy-set qualitative comparative analysis method to screen feasible R&D strategy combinations that meet the requirements of the architectural advancement, builds a total cost of ownership evaluation system around the software and hardware elements related to the architecture platform, and systematically analyzes the optimal cost R&D strategy combinations of car enterprises with different mass production scales under the two scenarios of Multi-Box and One-Board. The research results show that adaptive platform middleware and framework middleware are the core necessary elements to realize the advanced architecture; the amortization cost of architecture is negatively correlated with the scale of mass production, and the cost of in-house R&D is highly dependent on large-scale amortization; and there are differentiated optimal solutions in the framework selection and R&D strategy combination of automakers with different mass production scales. This study can provide quantitative reference and practical guidance for R&D decision making of centralized architecture platform for automakers.

ElectronicsVol. 15(8)
Tsinghua University (CN)
Natural Science Foundation of Beijing Municipality
Openalex Percentile: Top 11%
Qualitative Comparative Analysis Research
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Research on Advancement Constraint Screening and Cost Evaluation of Centralized Architecture Platforms for Intelligent Vehicles Under Different R&D Solutions — Zongwei Liu, Wang Zhang, et al. · Electronics (2026) | TGRS Research Map | TGRS