# Scenario-based functional modularization framework for consumer electronics using MFD and AHP: A case study on audio products

**Authors:** Zhengda Wu, Jie Zhang

PMC · DOI: 10.1371/journal.pone.0339598 · PLOS One · 2025-12-31

## TL;DR

This paper introduces a new design framework for consumer electronics that improves personalization and sustainability by adapting to different usage scenarios.

## Contribution

A novel scenario-based functional modularization framework integrating MFD and AHP to address multi-scenario needs and reduce e-waste.

## Key findings

- The framework successfully identified common and scenario-specific modules in audio products.
- It demonstrated feasibility in reducing functional redundancy and electronic waste.
- The Modular Scenario Relevance Matrix enabled precise mapping of technical solutions to scenarios.

## Abstract

Consumer Electronics (CE) currently face dual pressures: the growing demand for personalization and multi-scenario usage, and the need to enhance product sustainability. Traditional single-function designs struggle to adapt to these changes, leading to resource underutilization and the generation of significant electronic waste (e-waste). Consequently, there is an urgent need for a design method capable of systematically partitioning product functions based on distinct scenarios. However, existing modularization approaches predominantly focus on production efficiency, often failing to address multi-scenario user needs or effectively reduce e-waste. To address this gap, this paper proposes a scenario-based functional modularization framework. This framework integrates Modular Function Deployment (MFD) with the Analytic Hierarchy Process (AHP) to quantify scenario-specific requirements and establishes a Modular Scenario Relevance Matrix (MSRM) to achieve precise mapping between technical solutions and specific scenarios. A case study on audio products verified the feasibility of the framework, successfully identifying a common module and several scenario-specific functional modules (e.g., home entertainment, smart home, outdoor). This study provides designers with a systematic method for developing flexible and adaptable CE products, demonstrating how scenario-driven modularity can enhance product sustainability by reducing functional redundancy and e-waste while satisfying diverse consumer demands.

## Full-text entities

- **Genes:** CR1 (complement C3b/C4b receptor 1 (Knops blood group)) [NCBI Gene 1378] {aka C3BR, C4BR, CD35, KN}, CRIPTO3 (cripto, EGF-CFC family member 3) [NCBI Gene 6998] {aka CR-3, CRIPTO-3, TDGF1, TDGF1P3, TDGF2, TDGF3}, IGFBP1 (insulin like growth factor binding protein 1) [NCBI Gene 3484] {aka AFBP, IBP1, IGF-BP25, PP12, hIGFBP-1}, PPA1 (inorganic pyrophosphatase 1) [NCBI Gene 5464] {aka HEL-S-66p, IOPPP, PP, PP1, SID6-8061}, ENDOU (endonuclease, poly(U) specific) [NCBI Gene 8909] {aka P11, PP11, PRSS26}, TS13 (Temperature sensitivity complementation, ts13) [NCBI Gene 7896], LGALS13 (galectin 13) [NCBI Gene 29124] {aka GAL13, PLAC8, PP13}
- **Diseases:** PP (MESH:D007787), QFD (MESH:D003291)
- **Chemicals:** PCBs (MESH:D011078), carbon (MESH:D002244), M1 (MESH:C400939), DPM (-), lithium (MESH:D008094)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

66 references — full list in the complete paper: https://tomesphere.com/paper/PMC12755830/full.md

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Source: https://tomesphere.com/paper/PMC12755830