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Supporting design knowledge reuse in stamping tool design using case-based reasoning
Jönköping University, School of Engineering, JTH, Product Development, Production and Design, JTH, Product design and development (PDD).
2024 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

The development of sheet metal stamping tools is shaped by various challenges, including shifting customer demands, technological advancements, and the drive for shorter lead times. These factors suggest that reusing design knowledge could improve efficiency and quality and reduce costs. However, many companies rely on the tacit knowledge of experienced designers, which limits the formalization and systematic reuse of past designs. This thesis examines the current state of design knowledge reuse within the toolmaking industry and introduces an approach using case-based Reasoning (CBR) to support this process.

Through semi-structured interviews with industry professionals, literature reviews, and the development and demonstration of the principles of a system incorporating CBR and genetic algorithms (GA), this research investigates how past tool designs might be retrieved and adapted more effectively. The research follows a design research methodology framework involving data collection, analysis, and solution development. The findings indicate some challenges in formalizing knowledge reuse and suggest that existing design data and tools are not always fully utilized.

The proposed CBR method is developed to help tool designers systematically find and adapt relevant previous designs, which may lead to improvements in design efficiency. While the method is focused on specific tasks in stamping tool design, similar approaches could also be applied to other areas where design knowledge reuse is important. The results indicate that this approach could enhance the tool design process, though further testing in practical settings is necessary. Future work will explore the system’s potential through field testing and examine the role of additional technologies, such as simulation and artificial intelligence, in further supporting the tool development process.

Abstract [sv]

Utvecklingen av följdverktyg för plåtbearbetning präglas av olika utmaningar, till exempel, föränderliga kundkrav, teknologiska framsteg och strävan efterkortare ledtider. Dessa faktorer antyder att återanvändning av kunskap i konstruktionsprocessen skulle kunna förbättra effektivitet, kvalitet samt minska kostnaderna. Många företag är dock beroende av implicit kunskap hos erfarna konstruktörer, vilket begränsar formaliserad och systematisk återanvändning av tidigare konstruktioner och lösningar. Denna uppsats undersöker nuläget för återanvändning av konstruktionskunskap inom verktygsindustrin och introducerar en metod som använder case-based reasoning (CBR) för att stödja denna process.

Metodmässigt görs detta genom semistrukturerade intervjuer med yrkesverksamma inom industrin, litteraturgenomgångar och utveckling samt demonstration av principerna för ett system som integrerar CBR och genetiska algoritmer (GA). Forskningen följer ett ramverk för forskningsmetodik inom design och konstruktion som involverar datainsamling, analys och lösningsutveckling. Resultat från inledande undersökningar av nuläget pekar på vissa utmaningar i att formalisera återanvändningen av kunskap och antyder att befintliga konstruktioner och verktyg inte alltid utnyttjas fullt ut.

Den föreslagna CBR-baserade metoden är utvecklad för att hjälpa verktygskonstruktörer att systematiskt hitta och anpassa relevanta tidigare konstruktioner och lösningar, vilket skulle kunna leda till ökad effektivitet i konstruktionsprocessen för verktygen. Även om metoden är fokuserad på specifika delmoment inom konstruktion av plåtbearbetningsverktyg, skulle liknande tillvägagångssätt även kunna tillämpas på andra delar av konstruktionsprocessen där återanvändning av kunskap är viktig.

Place, publisher, year, edition, pages
Jönköping: Jönköping University, School of Engineering , 2024. , p. 53
Series
JTH Dissertation Series ; 092
Keywords [en]
Case-based reasoning, Stamping tool design, Knowledge reuse, Case indexing, Case retrieval, Design practice, Sheet metal forming
National Category
Production Engineering, Human Work Science and Ergonomics
Identifiers
URN: urn:nbn:se:hj:diva-66669ISBN: 978-91-89785-17-5 (print)ISBN: 978-91-89785-18-2 (electronic)OAI: oai:DiVA.org:hj-66669DiVA, id: diva2:1916052
Presentation
2024-12-09, E1405, Tekniska Högskolan, Jönköping University, Jönköping, 13:00 (English)
Opponent
Supervisors
Available from: 2024-11-26 Created: 2024-11-26 Last updated: 2025-10-13Bibliographically approved
List of papers
1. Stamping tools for sheet metal forming: Current state and future research directions
Open this publication in new window or tab >>Stamping tools for sheet metal forming: Current state and future research directions
2020 (English)In: Transdisciplinary engineering for complex socio-technical systems – Real-life applications: Proceedings of the 27th ISTE International Conference on Transdisciplinary Engineering, Warsaw, Poland, 1-10 July 2020 / [ed] J. Pokojski, M. Gil, L. Newnes, J. Stjepandić & N. Wognum, Clifton, VA: IOS Press, 2020, Vol. 12, p. 281-290Conference paper, Published paper (Refereed)
Abstract [en]

Sheet metal forming tools play an important role in the manufacturing of many products. With shorter product life cycles and demand for shorter time to market for new products, the process for design and manufacturing of stamping tools becomes a critical part. Stamping dies are often designed and manufactured by smaller, specialized companies. For a tooling company, knowledge and experience is an important competitive advantage. Traditionally the design process has been characterized by being based on few key individuals with much experience and craftsmanship. To stay competitive in this market there is a need for more efficient processes, systems, tools and supports in order to become more industrialized. This paper presents results from a study of the state of practice in industry within progressive stamping tool design as well as a review of relevant literature. The design and manufacturing processes for stamping dies in six companies have been investigated through semi-structured interviews, from which the main challenges in the current state for the companies are identified. The results from the interviews was analyzed and compared to the established concepts and frameworks of methods found in the literature review. The results and analysis points in the direction of efforts needed in supporting the formalization and reuse of information and knowledge from previous tool projects and production, especially during the critical steps of tool process planning and creating the tool layout.

Place, publisher, year, edition, pages
Clifton, VA: IOS Press, 2020
Series
Advances in Transdisciplinary Engineering, ISSN 2352-751X, E-ISSN 2352-7528 ; 12
Keywords
Sheet metal forming, Stamping, Dye design, State of practice, State-of the-art
National Category
Production Engineering, Human Work Science and Ergonomics
Identifiers
urn:nbn:se:hj:diva-50755 (URN)10.3233/ATDE200087 (DOI)000648613100029 ()2-s2.0-85092799534 (Scopus ID)978-1-64368-110-8 (ISBN)978-1-64368-111-5 (ISBN)
Conference
27th ISTE International Conference on Transdisciplinary Engineering, Warsaw, Poland, 1-10 July 2020
Available from: 2020-10-01 Created: 2020-10-01 Last updated: 2025-10-13Bibliographically approved
2. Design knowledge reuse in design of progressive stamping tools: A qualitative study
Open this publication in new window or tab >>Design knowledge reuse in design of progressive stamping tools: A qualitative study
2021 (English)In: Proceedings of the Design Society , Volume 1 , August 2021, Cambridge University Press, 2021, Vol. 1, p. 1053-1062Conference paper, Published paper (Refereed)
Abstract [en]

Progressive stamping tools are widely used in mass-production of sheet metal components and their performance is critical as the design of the tool impact the cost of the manufactured component significantly. Knowledge reuse is an important part of successful design in general, and in progressive stamping tool design in particular. In the study described in this paper, 8 tool designers from 5 different Swedish companies were interviewed about (1) at what points in the tool design process they search for previously designed tools for information and knowledge reuse, (2) under what conditions and for what reasons does this reuse take place, and (3) what types of information and knowledge are sought for at each point. The results show that reuse of information and knowledge from previously designed tools happens in many parts of the tool design process. The reasons and conditions for reuse vary depending on where in the process the designer is. High component complexity is one example of a common factor triggering reuse. Also, information about the performance of the tool is important to tool designers, as they only want to reuse information and knowledge from tools with good performance and low maintenance.

Place, publisher, year, edition, pages
Cambridge University Press, 2021
Series
Proceedings of the Design Society, E-ISSN 2732-527X ; Vol. 1
Keywords
Design practice, Knowledge management, Design process, Design reuse, Stamping tools
National Category
Production Engineering, Human Work Science and Ergonomics
Identifiers
urn:nbn:se:hj:diva-54344 (URN)10.1017/pds.2021.105 (DOI)2-s2.0-85117813722 (Scopus ID)
Conference
International Conference On Engineering Design, ICED21, 16-20 August 2021, Gothenburg, Sweden
Available from: 2021-08-27 Created: 2021-08-27 Last updated: 2025-10-13Bibliographically approved
3. A case-based reasoning method including tooling function for case retrieval and reuse in stamping tooling design
Open this publication in new window or tab >>A case-based reasoning method including tooling function for case retrieval and reuse in stamping tooling design
2023 (English)In: Computer-Aided Design and Applications, ISSN 1686-4360, Vol. 20, no 5, p. 839-855Article in journal (Refereed) Published
Abstract [en]

Design of sheet metal forming tooling is currently based on that experienced tooling designers with good knowledge of how stamping tools previously have been designed and operated in production, apply their knowledge when making a new design. For retrieving former designs, they often need to rely on their good memory. In this paper, an automatic method for retrieving relevant former cases is presented. A major challenge is defining the similarity between the current and the former cases i.e., finding the relevant parameters to include in the CBR (Case-based reasoning) search. This is here addressed by using CAD model parameters both from former components and the tooling for their production. By interviewing tooling designers in industry, a set of relevant parameters has been identified. To arrive at the correct weight of each parameter, a genetic algorithm has been used to optimize the search results. This resulted in a quick and automated way of retrieving the most relevant former cases and presenting them to the designer. The method has been tested on actual cases with promising results. This has the potential of making sheet metal part and tooling design less reliant on memory and experience.

Place, publisher, year, edition, pages
CAD solutions, 2023
Keywords
Sheet metal forming, Case-based reasoning, CBR, Genetic algorithm, CAD model, Tooling design
National Category
Production Engineering, Human Work Science and Ergonomics Computer Engineering
Identifiers
urn:nbn:se:hj:diva-59422 (URN)10.14733/cadaps.2023.839-855 (DOI)2-s2.0-85146746907 (Scopus ID)GOA;;59422 (Local ID)GOA;;59422 (Archive number)GOA;;59422 (OAI)
Available from: 2023-01-23 Created: 2023-01-23 Last updated: 2025-10-13Bibliographically approved

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Jonsson, Carl-Johan

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