data mining – Product Development Research Lab

Data-driven design in concept development: systematic review and missed opportunities

12th November 2020
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Abstract The paper presents a systematic literature review investigating definitions, uses, and application of data-driven design in the concept development process. The analysis shows a predominance of the use of text […]

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Designing Product Service Systems in the digital era: a BTH PDRL Special Session at the INCOM 2018 conference

14th June 2018
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More than 100 billion objects are expected to be connected by 2020 in the Internet of Things. This unprecedented opportunity to record and collect data about how we use a […]

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

13th June 2018
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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 […]

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

11th June 2018
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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 […]

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Mining data to design value: a demonstrator in early design

6th October 2017
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ABSTRACT The paper presents a study run to verify the applicability of data mining algorithms as decision support in early design stages of a product development project. The paper describes […]

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BTH PDRL at the 21st International Conference on Engineering Design 2017

9th August 2017
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The BTH Product Development Research Lab is today one of the major academic players in the domain of model-driven decision support. A total of eight papers collecting current findings have been recently accepted for publication at the 21st International Conference on Engineering Design (ICED17).

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Data Mining in Product Service Systems Design: Literature Review and Research Questions

19th June 2017
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ABSTRACT The paper presents a literature review about data mining applications in Product/Service-Systems (PSS) design. A systematic literature review, combined with snowballing techniques, has been run to identify relevant contributions […]

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BTH PDRL at the 9th CIRP IPSS Conference

12th June 2017
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In their editorial, Tim McAloone, Daniela Pigosso, Niels Henrik Mortensen and Yoshiki Shimomura remind us that the philosophy behind in Industrial Product Service Systems is to create customer-oriented solutions that […]

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Value-Driven Design – sustainable products and service innovation with value in focus

15th November 2016
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Value-Driven Design (VDD) research wants to understand how ‘value’ can be modelled and visualized in the engineering decision making process, so to guide early stage generation and selection of design concepts.

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Wearable technology innovation: student projects in the KEE course

22nd January 2016
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Do you want to live a longer, better and likely happier life? Look at your data!

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