Product design and manufacturing system operations: An integrated approach for product customization

Rincon-Guevara, Oscar; Samayoa, Jorge A.; Deshmukh, Abhijit

doi:10.1016/j.promfg.2020.05.020

Cited by 8 publications

(17 citation statements)

References 22 publications

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“…A strategy used to simplify the project and accelerate its development is to apply the principles of designing to produce and designing to assemble after the planning stages [13]. The design to assemble includes activities that guarantee the product assembly efficiency, such as functional analysis of components, analysis of fault elimination, analysis of component handling, analysis of component insertion.…”

Section: A Product Designmentioning

confidence: 99%

Evaluation of Qualitative Accelerated Tests Practices in Product Development Process: A Computer Simulation

Rocha

Oliveira

Veroneze

2021

EJENG

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— Reliability is an essential item for the product development phase, as it is from estimated values are obtained about how the product will behave and, consequently, about modes of design flaws and weaknesses. In short, these responses are important to offer to the market high quality products, in addition to providing safety to the customer. In this work, a product was proposed where its design was based on research on how its shape should be and three different raw materials were chosen to be applied to the product and, with the simulation, it was possible to discover the weaknesses and points of improvement and which material best suited the proposed product.

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Section: A Product Designmentioning

confidence: 99%

Evaluation of Qualitative Accelerated Tests Practices in Product Development Process: A Computer Simulation

Rocha

Oliveira

Veroneze

2021

EJENG

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“…At the heart of MC and MPe strategies lies the concept of modular design, which becomes a guiding principle to effectively manage this increase in product variety [5]. Modular design is a guiding principle of MPe, offering more personalized products than MC.…”

Section: Introductionmentioning

confidence: 99%

Integrating Modular Design Concepts for Enhanced Efficiency in Digital and Sustainable Manufacturing: A Literature Review

Roy,

Abdul-Nour

2024

Applied Sciences

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Small- and medium-sized manufacturing enterprises (SMMEs) face intense competitiveness, necessitating ever greater productivity. Enterprises struggle to meet the demand for customized products while maintaining their productivity. The transition from mass customization (MC) to mass personalization (MPe) leads to a further increase in product variety and, thus, complexity. Digital transformation alone is not sufficient to achieve MPe and traditional adoption of modularity no longer ensures enterprise competitiveness in this context of increased variety. The synergy between modularity concepts could enhance the efficiency of this design strategy. This study is part of a research plan to develop an effective modularity implementation strategy addressing MPe. The aim of this article is to identify the main concepts and tools to be considered in an implementation strategy. Concepts and tools are grouped into four combinations according to the level of product variety in different production strategies. This preliminary work serves as the foundational research for a larger research plan aimed at adapting and validating a modular product development strategy that incorporates these modularity concepts.

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“…Meanwhile, for realizing sustainable fashion by providing consumers with more accurate and personalized products, there has been a trend in that fashion companies wish to involve the consumer in the garment customization process and make him/her directly interact with the product [25]. Thus, efficient human-product interactions, aiming at offering decision support for designers by unveiling and applying the sophisticated quantified relationships between consumers' equivocal needs and product design parameters, have become a key to success in garment e-MC.…”

Section: Introductionmentioning

confidence: 99%

Design of Customized Garments Towards Sustainable Fashion Using 3D Digital Simulation and Machine Learning-Supported Human–Product Interactions

Wang

Tao

Zeng

et al. 2023

Int J Comput Intell Syst

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This paper put forward a new interactive design approach for customized garments towards sustainable fashion using machine learning techniques, including radial basis function artificial neural network (RBF ANN), genetic algorithms (GA), probabilistic neural network (PNN), and support vector regression (SVR). First, RBF ANNs were employed to estimate the detailed human body dimensions to fulfill consumers’ ergonomics requirements. Next, the GA-based models were developed to generate the formalized design solutions following the consumer profiles (demands). Afterwards, the evaluation model was established to quantitatively characterize the relations between consumer profiles and garment profiles from the generated design solutions. The design solutions would be digitally demonstrated and recommended to the consumer following the evaluation results in descending order. Meanwhile, the PNN-based models were created to predict garment fitness based on virtual try-on. Moreover, the SVR-based self-adjustment mechanism was built to estimate and control garment design parameters according to the consumer’s feedback. Based on these mathematical models, the approach enhances the interactions among digital garment demonstration, the designer’s professional knowledge and the user’s perception to find out the most relevant design solution. The effectiveness of the new approach was verified by a real application case of leisure pants customization. The results show that the proposed method can powerfully support the designers’ quality personalized design solutions for consumers more accurately, fast, intelligently, and sustainably, compared with the existing approaches. More importantly, it also establishes an effective and reliable communication channel and mechanism among consumers, fashion designers, pattern designer, and garment producer.

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Product design and manufacturing system operations: An integrated approach for product customization

Cited by 8 publications

References 22 publications

Evaluation of Qualitative Accelerated Tests Practices in Product Development Process: A Computer Simulation

Evaluation of Qualitative Accelerated Tests Practices in Product Development Process: A Computer Simulation

Integrating Modular Design Concepts for Enhanced Efficiency in Digital and Sustainable Manufacturing: A Literature Review

Design of Customized Garments Towards Sustainable Fashion Using 3D Digital Simulation and Machine Learning-Supported Human–Product Interactions

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