Archives

Data-driven modelling in the era of Industry 4.0: A case study of friction modelling in sheet metal forming simulations

ABSTRACT With growing demands on quality of produced parts, concepts like zero-defect manufacturing are gaining increasing importance. As one of the means to achieve this, industries strive to attain the ability to control product/process parameters through connected manufacturing technologies and model-based control systems that utilize process/machine data for predicting optimum system conditions without human intervention. […]

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A simplified approach towards customer and provider value in PSS for small and medium-sized enterprises

ABSTRACT While the provision of PSS is becoming more and more common, the transition toward a servitized business model is still critical. This is particularly true for small and medium-sized enterprises (SMEs) due to their limited internal resources and ability to define a servitization strategy. A crucial aspect during this transition is the identification of […]

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Högpresterande innovationsteam – steg för steg

ABSTRACT Det bubblar om innovation överallt. Alltfler förstår att innovation är avgörande för fortsatt framgång och överlevnad oavsett typ av organisation. Men nu är det dags att ta nästa steg – att få någonting gjort och dessutom snabbt och effektivt. I Högpresterande innovationsteam får du veta hur du kan skapa innovationsteam i din organisation, som […]

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Prisoner’s Dilemma as a Workshop Tool?

ABSTRACT Product lifecycles are shorter than ever and agile innovation processes and teams are being developed to meet challenging product lifecycle deadlines. Teaching how to create innovation teams is however shown to be both complex and time consuming, which is not optimal in a time where the business environment demands faster pace when innovating. This […]

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Introductory study of sheet metal forming simulations to evaluate process robustness

ABSTRACT The ability to control quality of a part is gaining increased importance with desires to achieve zero-defect manufacturing. Two significant factors affecting process robustness in production of deep drawn automotive parts are variations in material properties of the blanks and the tribology conditions of the process. It is imperative to understand how these factors […]

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Role and Challenges of Data-Driven Design in the Product Innovation Process

ABSTRACT The paper discusses the role and the challenges of integrating Data-Driven Design (DDD) models in the product innovation process. Firstly, based on academic literature on the Product Innovation Value Streamsand on Model-Based Decision Supports, the paper highlights how and when the use of DDD models can support a more effective product innovation process. Secondly, it […]

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Data Mining through Early Experience Prototyping: A step towards Data Driven Product Service System Design

ABSTRACT The construction industry is ripe for disruption through innovative solutions that provide added productivity. Equipment manufacturers are attempting to disrupt their industry with investments in autonomy, electrification and product-service system business models. Designing solutions that will operate in completely new systems or modify an existing complex system require new approaches to address the uncertainty […]

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Data-driven value assessment of packaging solutions

ABSTRACT Research in Product Service Systems design increasingly focuses on how to develop ‘capabilities’ for assessing the value of solutions already in  a design project fuzzy front end. A datadriven approach shall then guide engineers in the process of identifying what to develop, and not merely to verify if a solution meets (or not) performance requirements. This process […]

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Modeling resale value of road compaction equipment: a data mining approach

ABSTRACT Resale value is an important aspect to be addressed when companies aim to shift from one-sale models to Product Service Systems (PSS). In the initial stages of the PSS design process, it is beneficial to predict how the mechanical features of the PSS hardware will impact resale value, so to orient business strategy decisions accordingly. The objective […]

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