Dynamic Modularization throughout System Lifecycle Using Multilayer Design Structure Matrices

Shoval, Shraga

doi:10.1016/j.procir.2016.01.062

Cited by 11 publications

(2 citation statements)

References 20 publications

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“…Many system designs are obsolete and often require software refactoring or rebuilding, resulting in resource depletion. Although the integration of various parts will result in the duplication of work and wastage of resources, the modular system constructed will facilitate subsequent development [55,56]. In terms of troubleshooting, the modular features effectively clarify each component and confirm related functions, resulting in a rapid recovery.…”

Section: Theoretical Frameworkmentioning

confidence: 99%

Service Innovation and Quality Assessment of Industry 4.0 Microservice through Data Modeling and System Simulation Evaluation Approaches

Wen

Chen

2022

Applied Sciences

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This study proposes a system construction approach under Industry 4.0 infrastructure that is validated by the proposed framework of microservice quality assessment with framework with data modeling and simulation methodology to achieve innovation and value cocreation goals. The framework, which combines a dynamic process flow with service-dominant logic design and reliability assessment using a multilayer perceptron (MLP) prediction model can assist decision makers in optimizing their service innovation and decision-making processes. The service innovation and evaluation approaches have implications for optimizing the corporation cooperation. The corporation can form a much more comprehensive manufacturing infrastructure or system by considering the requirements and assessment results of third parties. To help the corporation redefine its value proposition and system structure, we must examine the system interaction between different hierarchical layers within the Industry 4.0 system infrastructure. This study used a production dataset from the NASDAQ-listed electronics corporation and two top German and Japanese automobile firms. The proposed system framework had already been validated and introduced to improve 12% of service quality. The system integrated with anticipated functions will accelerate service innovation and optimization by combining MLP and Kaplan–Meier estimation methodologies by extracting the characteristics of realistic datasets.

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Section: Theoretical Frameworkmentioning

confidence: 99%

Service Innovation and Quality Assessment of Industry 4.0 Microservice through Data Modeling and System Simulation Evaluation Approaches

Wen

Chen

2022

Applied Sciences

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“…An approach for adaptive product platforms is also proposed for product innovation using functional and technological models, and the concept of adaptive modular platforms is explained based on a practical application (Schuh et al, 2009). Also, a matrix-based modularisation method is proposed for protecting critical product information by classifying product parameters into two categories: shared and protected (Shoval, 2016). To cope with the increasing demand for customised products, a methodology based on integer programming is used to obtain the optimal solution for module planning in PFD (Yoo and Kumara, 2010).…”

Section: Introductionmentioning

confidence: 99%

A dynamic planning model based on graph theory for product platform and module

Hou

Huang

et al. 2019

IJMTM

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Platform and module planning results using traditional methods are usually not consistent with the actual situation in product family design (PFD). Research was conducted involving modularisation theory and implementation methods to overcome the difficulty of platform and module dynamic planning/re-design for mass customisation (MC). A graph-theoretical approach was also developed in PFD. Firstly, the commonality and the physical structure of the existing product variants were analyzed in a product family. Part commonality and the physical structure of similar products were then modelled using a directed and an undirected graph, respectively. According to market demands, different platform thresholds and boundary parameters of modules

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Managing complexity of assembly with modularity: a cost and benefit analysis

Shoval

Efatmaneshnik

2019

Int J Adv Manuf Technol

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Dynamic Modularization throughout System Lifecycle Using Multilayer Design Structure Matrices

Cited by 11 publications

References 20 publications

Service Innovation and Quality Assessment of Industry 4.0 Microservice through Data Modeling and System Simulation Evaluation Approaches

Service Innovation and Quality Assessment of Industry 4.0 Microservice through Data Modeling and System Simulation Evaluation Approaches

A dynamic planning model based on graph theory for product platform and module

Managing complexity of assembly with modularity: a cost and benefit analysis

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