User Driven Custom Design - the solution to simplify customisation according to consumer needs

L. Rizzi, Sarah De Cristofaro, Antonio Zingarofalo
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This research activity is funded by the EU Project n. 872570 “KYKLOS 4.0 - An Advanced Circular and Agile Manufacturing Ecosystem based on rapid reconfigurable manufacturing process and individualized consumer preferences” (H2020-DT-2018-2020 - Digitising and transforming European industry and services: digital innovation hubs and platforms) which aims at simplifying mass customization while improving circularity and sustainability.MethodsOur Product Parametric Design Methodology was developed through a specific ergonomic analysis of products related to human factors and anthropometry. The use of virtual manikins and simulation of different percentiles, allowed to test and better define correct inputs and parameters for product customization. The solution has been developed and applied to a medical use case and validated and integrated in the KYKLOS 4.0 main platform. The aim was to provide a coherent user experience for the wheelchair ordering and customization, so the user can easily select wheelchair frame and mandatory parts, optional accessories and customize additional elements such as the cushion and footrest. Several Technical Component were developed in order to guarantee the final workflow. The methodology was applied into our “Recommendation Engine” and integrated with the “Users' Behaviour Model”, which use patient’s information, such as anthropometry and behaviour to better define best fitting products and accessories. Additionally, the workflow integrated a specifically designed “3D Modelling Component” which allows direct parts customization.ResultsThe Product Personalization Solution was intended to support the customer in the selection of parts and accessories to fully customize the product and, at the same time, also to support product designer to convert customers’ requests efficiently and smoothly into personalized product specifications, thus providing a complete customer-oriented design for manufacturing with time and cost reduction. The methodology can be considered part of what is called \"ECO-DESIGN,\" which is the design of products based on the sustainable and minimal use of resources and which enables high-quality recycling of materials at the end of the product life cycle. The use of the circular economy concept adopted in the specific pilot case is certainly relevant to the production of customized components for the wheelchair provided by our end-user, as the production of customized components allows a reduction in the resources required to produce parts. Moreover, since these are products that are perfectly compatible with the end user's needs, the possibility of having returned products (when components does not meet patient's needs) or unused products is considerably reduced, resulting in waste of materials used. Within this specific Use Case the customization of the wheelchair frame and accessories, based on the user's anthropometry, allows the reduction of unnecessary machining such as, for example, unused holes for ergonomic adaptation. It also turns out to be reduced waste production of aluminium tubulars resulting in reduced processing time and harmful emissions released into the environment.ConclusionAlthough the solution has been applied for demonstration purposes to the personalization of a wheelchair, it is exploitable to other products where personalization based on anthropometric measurements is essential for maximizing patient comfort and reduce production errors and waste. The addressed medical case study highlighted some very interesting aspects concerning the replication and scale up potential in the medical domain. The methodology based on anthropometry to define product requirements can also be applied very effectively to a variety of other products. Some application cases already exist in fashion for clothes and accessories size selection. Furniture products such as chairs, desks and wardrobes can also be customized using the same approach. We also believe that sport equipment has a high potential for such application. The automation of this process and the direct relationship with the user's dimensions could open potential markets currently reserved only to very expensive bicycle frames. Also, the production of accessories and tool, made with additive manufacturing technologies, could lead to disruptive innovation in those sectors providing true mass customization capabilities.","PeriodicalId":402751,"journal":{"name":"Human Factors and Systems Interaction","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Factors and Systems Interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1003590","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

IntroductionThe objective of this study was to define a new approach for product design and customization. The approach focused on the development of several technical components able to provide product personalisation as an integrated solution to simplify the interactions between the end-user and the producer. The solution was developed as a web platform for an easy configuration of the product by the user at home and applied to a wheelchair. The finalization of a new order and the assembly procedure of the product is fully digital. This research activity is funded by the EU Project n. 872570 “KYKLOS 4.0 - An Advanced Circular and Agile Manufacturing Ecosystem based on rapid reconfigurable manufacturing process and individualized consumer preferences” (H2020-DT-2018-2020 - Digitising and transforming European industry and services: digital innovation hubs and platforms) which aims at simplifying mass customization while improving circularity and sustainability.MethodsOur Product Parametric Design Methodology was developed through a specific ergonomic analysis of products related to human factors and anthropometry. The use of virtual manikins and simulation of different percentiles, allowed to test and better define correct inputs and parameters for product customization. The solution has been developed and applied to a medical use case and validated and integrated in the KYKLOS 4.0 main platform. The aim was to provide a coherent user experience for the wheelchair ordering and customization, so the user can easily select wheelchair frame and mandatory parts, optional accessories and customize additional elements such as the cushion and footrest. Several Technical Component were developed in order to guarantee the final workflow. The methodology was applied into our “Recommendation Engine” and integrated with the “Users' Behaviour Model”, which use patient’s information, such as anthropometry and behaviour to better define best fitting products and accessories. Additionally, the workflow integrated a specifically designed “3D Modelling Component” which allows direct parts customization.ResultsThe Product Personalization Solution was intended to support the customer in the selection of parts and accessories to fully customize the product and, at the same time, also to support product designer to convert customers’ requests efficiently and smoothly into personalized product specifications, thus providing a complete customer-oriented design for manufacturing with time and cost reduction. The methodology can be considered part of what is called "ECO-DESIGN," which is the design of products based on the sustainable and minimal use of resources and which enables high-quality recycling of materials at the end of the product life cycle. The use of the circular economy concept adopted in the specific pilot case is certainly relevant to the production of customized components for the wheelchair provided by our end-user, as the production of customized components allows a reduction in the resources required to produce parts. Moreover, since these are products that are perfectly compatible with the end user's needs, the possibility of having returned products (when components does not meet patient's needs) or unused products is considerably reduced, resulting in waste of materials used. Within this specific Use Case the customization of the wheelchair frame and accessories, based on the user's anthropometry, allows the reduction of unnecessary machining such as, for example, unused holes for ergonomic adaptation. It also turns out to be reduced waste production of aluminium tubulars resulting in reduced processing time and harmful emissions released into the environment.ConclusionAlthough the solution has been applied for demonstration purposes to the personalization of a wheelchair, it is exploitable to other products where personalization based on anthropometric measurements is essential for maximizing patient comfort and reduce production errors and waste. The addressed medical case study highlighted some very interesting aspects concerning the replication and scale up potential in the medical domain. The methodology based on anthropometry to define product requirements can also be applied very effectively to a variety of other products. Some application cases already exist in fashion for clothes and accessories size selection. Furniture products such as chairs, desks and wardrobes can also be customized using the same approach. We also believe that sport equipment has a high potential for such application. The automation of this process and the direct relationship with the user's dimensions could open potential markets currently reserved only to very expensive bicycle frames. Also, the production of accessories and tool, made with additive manufacturing technologies, could lead to disruptive innovation in those sectors providing true mass customization capabilities.
用户驱动的定制设计-根据消费者需求简化定制的解决方案
本研究的目的是为产品设计和定制定义一种新的方法。该方法侧重于开发能够提供产品个性化的几个技术组件,作为一个集成解决方案,以简化最终用户和生产者之间的交互。该解决方案是作为一个网络平台开发的,用户可以在家中轻松配置产品,并应用于轮椅。新订单的定稿和产品的装配过程完全数字化。这项研究活动由欧盟项目872570“KYKLOS 4.0 -基于快速可重构制造过程和个性化消费者偏好的先进循环和敏捷制造生态系统”(H2020-DT-2018-2020 -数字化和转型欧洲工业和服务:数字创新中心和平台)资助,旨在简化大规模定制,同时提高循环性和可持续性。方法通过对与人为因素和人体测量学相关的产品进行具体的人体工程学分析,建立产品参数化设计方法。使用虚拟人体模型和不同百分位数的仿真,允许测试和更好地定义正确的输入和参数,以进行产品定制。该解决方案已开发并应用于医疗用例,并在KYKLOS 4.0主平台中进行了验证和集成。其目的是为轮椅订购和定制提供连贯的用户体验,因此用户可以轻松地选择轮椅框架和强制性部件,可选配件,并定制额外的元素,如坐垫和脚凳。为了保证最终的工作流程,开发了几个技术组件。该方法被应用到我们的“推荐引擎”中,并与“用户行为模型”相结合,该模型使用患者的信息,如人体测量和行为,来更好地定义最适合的产品和配件。此外,工作流集成了一个专门设计的“3D建模组件”,允许直接零件定制。结果产品个性化解决方案旨在支持客户在零件和配件的选择上完全定制产品,同时也支持产品设计师将客户的要求高效、顺利地转化为个性化的产品规格,从而为制造提供完整的以客户为导向的设计,从而节省时间和成本。这种方法可以被认为是所谓的“生态设计”的一部分,这是一种基于可持续和最小资源使用的产品设计,并在产品生命周期结束时实现高质量的材料回收。在具体试点案例中采用的循环经济概念的使用当然与我们的最终用户提供的轮椅定制组件的生产有关,因为定制组件的生产可以减少生产零件所需的资源。此外,由于这些产品完全符合最终用户的需求,因此产品退货(当组件不满足患者需求时)或未使用产品的可能性大大减少,从而导致使用材料的浪费。在这个特定的用例中,轮椅框架和配件的定制,基于用户的人体测量,允许减少不必要的加工,例如,未使用的孔,以适应人体工程学。它还减少了铝管的废物产生,从而减少了处理时间和有害排放物释放到环境中。尽管该解决方案已被应用于轮椅个性化的演示目的,但它可用于其他产品,其中基于人体测量的个性化对于最大限度地提高患者舒适度和减少生产错误和浪费至关重要。所讨论的医疗案例研究突出了在医疗领域复制和扩大潜力方面的一些非常有趣的方面。基于人体测量学来定义产品需求的方法也可以非常有效地应用于各种其他产品。在服装和配饰的尺寸选择上,时尚界已经存在一些应用案例。椅子、桌子和衣柜等家具产品也可以使用同样的方法进行定制。我们也相信运动器材在这方面有很大的应用潜力。这一过程的自动化和与用户尺寸的直接关系可以打开目前只保留非常昂贵的自行车车架的潜在市场。此外,用增材制造技术生产的配件和工具,可能会在那些提供真正大规模定制能力的领域带来颠覆性创新。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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