Details
| Original language | English |
|---|---|
| Title of host publication | Information Systems Architecture and Technology |
| Subtitle of host publication | Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018 - Part II |
| Editors | Jerzy Swiatek, Leszek Borzemski, Zofia Wilimowska |
| Publisher | Springer Verlag |
| Pages | 14-28 |
| Number of pages | 15 |
| ISBN (print) | 9783319999951 |
| Publication status | Published - 28 Aug 2018 |
| Event | 39th International Conference Information Systems Architecture and Technology, ISAT 2018 - NYSA, Poland Duration: 16 Sept 2018 → 18 Sept 2018 |
Publication series
| Name | Advances in Intelligent Systems and Computing |
|---|---|
| Volume | 853 |
| ISSN (Print) | 2194-5357 |
Abstract
Between the recent advances in manufacturing engineering stands Tailored Forming, a process chain that produces massive hybrid material components through the use of different forming techniques. The motivation behind such a process is the achievement of higher performance parts, such as lightweight or local integrated functions. Thereby, new restrictions take place in the design of these parts, requiring the implementation of a suitable multi-material design methodology to attend user requirements. One of these new challenges is the design of the joining zone between the two metals, which presents limited controllability during the manufacturing process. With this objective, here is proposed the use of a Case Based Reasoning (CBR) system as design method. For that, a parametric model is created and, through an interface between CAD and finite element systems, a solution space is generated and analyzed, forming the first case-base. A comparison analysis of these results is executed, bringing valuable information for the current research. At the end, a similarity method is implemented in order to propose the most suitable solution among all variations based on specified requirements. With that, this tool will support the user on the creation of new cases and the machine learning process on storing the knowledge.
Keywords
- Case based reasoning, Multi-material design, Tailored forming
ASJC Scopus subject areas
- Engineering(all)
- Control and Systems Engineering
- Computer Science(all)
- General Computer Science
Cite this
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Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018 - Part II. ed. / Jerzy Swiatek; Leszek Borzemski; Zofia Wilimowska. Springer Verlag, 2018. p. 14-28 (Advances in Intelligent Systems and Computing; Vol. 853).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Case-based parametric analysis
T2 - 39th International Conference Information Systems Architecture and Technology, ISAT 2018
AU - Siqueira, Renan
AU - Bibani, Mehdi
AU - Mozgova, Iryna
AU - Lachmayer, Roland
N1 - Funding information: Acknowledgment. The results presented in this paper were obtained under the umbrella of Collaborative Research Centre 1153 “Process Chain for Manufacturing Hybrid High Performance Components by Tailored Forming”, preliminary inspection project C2. The authors would like to thank the German Research Foundation (DFG) and the CRC 1153 for its financial and organizational support.
PY - 2018/8/28
Y1 - 2018/8/28
N2 - Between the recent advances in manufacturing engineering stands Tailored Forming, a process chain that produces massive hybrid material components through the use of different forming techniques. The motivation behind such a process is the achievement of higher performance parts, such as lightweight or local integrated functions. Thereby, new restrictions take place in the design of these parts, requiring the implementation of a suitable multi-material design methodology to attend user requirements. One of these new challenges is the design of the joining zone between the two metals, which presents limited controllability during the manufacturing process. With this objective, here is proposed the use of a Case Based Reasoning (CBR) system as design method. For that, a parametric model is created and, through an interface between CAD and finite element systems, a solution space is generated and analyzed, forming the first case-base. A comparison analysis of these results is executed, bringing valuable information for the current research. At the end, a similarity method is implemented in order to propose the most suitable solution among all variations based on specified requirements. With that, this tool will support the user on the creation of new cases and the machine learning process on storing the knowledge.
AB - Between the recent advances in manufacturing engineering stands Tailored Forming, a process chain that produces massive hybrid material components through the use of different forming techniques. The motivation behind such a process is the achievement of higher performance parts, such as lightweight or local integrated functions. Thereby, new restrictions take place in the design of these parts, requiring the implementation of a suitable multi-material design methodology to attend user requirements. One of these new challenges is the design of the joining zone between the two metals, which presents limited controllability during the manufacturing process. With this objective, here is proposed the use of a Case Based Reasoning (CBR) system as design method. For that, a parametric model is created and, through an interface between CAD and finite element systems, a solution space is generated and analyzed, forming the first case-base. A comparison analysis of these results is executed, bringing valuable information for the current research. At the end, a similarity method is implemented in order to propose the most suitable solution among all variations based on specified requirements. With that, this tool will support the user on the creation of new cases and the machine learning process on storing the knowledge.
KW - Case based reasoning
KW - Multi-material design
KW - Tailored forming
UR - http://www.scopus.com/inward/record.url?scp=85053239421&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-99996-8_2
DO - 10.1007/978-3-319-99996-8_2
M3 - Conference contribution
AN - SCOPUS:85053239421
SN - 9783319999951
T3 - Advances in Intelligent Systems and Computing
SP - 14
EP - 28
BT - Information Systems Architecture and Technology
A2 - Swiatek, Jerzy
A2 - Borzemski, Leszek
A2 - Wilimowska, Zofia
PB - Springer Verlag
Y2 - 16 September 2018 through 18 September 2018
ER -