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2023 | OriginalPaper | Chapter

Knowledge-Based Design: A Function-Knowledge Reasoning Model for Product Conceptual Design

Authors : Yiwei Jiang, Xin Guo, Ying Liu, Wu Zhao

Published in: Computational Design and Digital Manufacturing

Publisher: Springer International Publishing

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Abstract

The foundation of product conceptual design depends heavily on the amount of knowledge and the usage of knowledge. How to retrieve relevant knowledge from knowledge resources accumulated by the enterprises to support product conceptual design process has become a key technology for product conceptual design. This chapter introduces a function-knowledge reasoning model for product conceptual design that constructs a mapping relationship between sub-functions after decomposition and granular clustered knowledge. It focuses on knowledge-based product conceptual design that helps identify critical issues, and generate new conceptual solutions through configuration. The quality-function deployment (QFD) and axiomatic-design (AD) are used in the function-knowledge model to realize the mapping from user requirements to product functions, and functional decomposition. A similarity algorithm is introduced to implement the mapping from sub-functions to knowledge. This function-knowledge reasoning model, which combines requirement transformation, functional decomposition, and knowledge configuration, helps to achieve intelligent matching and optimization in the product conceptual design stage.

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Literature
1.
go back to reference Taura T (2016) Creative design engineering: introduction to an interdisciplinary approach. Academic Press. Taura T (2016) Creative design engineering: introduction to an interdisciplinary approach. Academic Press.
2.
go back to reference Pahl G, Beitz W, Feldhusen J, Grote KH (2007) Engineering design: a systematic approach. 3rd ed. London: Springer. Pahl G, Beitz W, Feldhusen J, Grote KH (2007) Engineering design: a systematic approach. 3rd ed. London: Springer.
3.
go back to reference Zheng H, Feng YX, Gao YC, Tan J (2017) The solving process of conceptual design for complex product based on performance evolution. J Mech Eng 54:214–223CrossRef Zheng H, Feng YX, Gao YC, Tan J (2017) The solving process of conceptual design for complex product based on performance evolution. J Mech Eng 54:214–223CrossRef
4.
go back to reference French MJ (1999) Conceptual design for engineers. Springer, Berlin HeidelbergCrossRef French MJ (1999) Conceptual design for engineers. Springer, Berlin HeidelbergCrossRef
5.
go back to reference Li Y, Li WQ (2013) Method to creative design. Science Press Li Y, Li WQ (2013) Method to creative design. Science Press
6.
go back to reference Ulrich K, Eppinger S (2011) Product design and development. McGraw Hill Ulrich K, Eppinger S (2011) Product design and development. McGraw Hill
7.
go back to reference Park S, Park S, Ma K (2018) An automatic user activity analysis method for discovering latent requirements: usability issue detection on mobile applications. Sensors 18(9):2963CrossRef Park S, Park S, Ma K (2018) An automatic user activity analysis method for discovering latent requirements: usability issue detection on mobile applications. Sensors 18(9):2963CrossRef
8.
go back to reference Qian L, Gero JS (1996) Function–behavior–structure paths and their role in analogy-based design. AI EDAM 10(4):289–312 Qian L, Gero JS (1996) Function–behavior–structure paths and their role in analogy-based design. AI EDAM 10(4):289–312
9.
go back to reference Guo X, Liu Y, Zhao W, Wang J, Chen L (2021) Supporting resilient conceptual design using functional decomposition and conflict resolution. Adv Eng Inform 48:101262CrossRef Guo X, Liu Y, Zhao W, Wang J, Chen L (2021) Supporting resilient conceptual design using functional decomposition and conflict resolution. Adv Eng Inform 48:101262CrossRef
10.
go back to reference Althuizen N, Chen B (2022) Crowdsourcing ideas using product prototypes: the joint effect of prototype enhancement and the product design goal on idea novelty. Manage Sci 68(4):3008–3025CrossRef Althuizen N, Chen B (2022) Crowdsourcing ideas using product prototypes: the joint effect of prototype enhancement and the product design goal on idea novelty. Manage Sci 68(4):3008–3025CrossRef
11.
go back to reference Studer R, Benjamins VR, Fensel D (1998) Knowledge engineering: principles and methods. Data Knowl Eng 25(1–2):161–197CrossRefMATH Studer R, Benjamins VR, Fensel D (1998) Knowledge engineering: principles and methods. Data Knowl Eng 25(1–2):161–197CrossRefMATH
12.
go back to reference Oxman R (1990) Prior knowledge in design: a dynamic knowledge-based model of design and creativity. Design Stud 11(1):17–28CrossRef Oxman R (1990) Prior knowledge in design: a dynamic knowledge-based model of design and creativity. Design Stud 11(1):17–28CrossRef
13.
go back to reference Tong C (1987) Toward an engineering science of knowledge-based design. Artif Intell Eng 2(3):133–166CrossRef Tong C (1987) Toward an engineering science of knowledge-based design. Artif Intell Eng 2(3):133–166CrossRef
14.
go back to reference Jiang S, Jing L, Peng X, Chai H, Li J (2018) Conceptual design conceptual scheme optimization based on integrated design objectives. Concurr Eng 26(3):231–250CrossRef Jiang S, Jing L, Peng X, Chai H, Li J (2018) Conceptual design conceptual scheme optimization based on integrated design objectives. Concurr Eng 26(3):231–250CrossRef
15.
go back to reference Zhang K, Zhao W, Wang J, Chen L, Guo X (2019) Knowledge push technology based on quality function knowledge deployment. P I Mech Eng C-J Mec 233(4):1119–1138CrossRef Zhang K, Zhao W, Wang J, Chen L, Guo X (2019) Knowledge push technology based on quality function knowledge deployment. P I Mech Eng C-J Mec 233(4):1119–1138CrossRef
16.
go back to reference Zhang K, Zhao W, Wang J, Chen L, Wang C, Guo X (2016) Research on knowledge support technology for product innovation design based on quality function knowledge deployment. Adv Mech Eng 8(6):1687814016651795CrossRef Zhang K, Zhao W, Wang J, Chen L, Wang C, Guo X (2016) Research on knowledge support technology for product innovation design based on quality function knowledge deployment. Adv Mech Eng 8(6):1687814016651795CrossRef
17.
go back to reference Gero JS (1990) Design prototypes: a knowledge representation schema for design. AI Mag 11(4):26–26 Gero JS (1990) Design prototypes: a knowledge representation schema for design. AI Mag 11(4):26–26
18.
go back to reference Hu X, Hu J, Peng Y, Cao Z (2012) Constrained functional knowledge modelling and clustering to support conceptual design. Proc Inst Mech Eng, Part C 226:1326–1337CrossRef Hu X, Hu J, Peng Y, Cao Z (2012) Constrained functional knowledge modelling and clustering to support conceptual design. Proc Inst Mech Eng, Part C 226:1326–1337CrossRef
19.
go back to reference Guo X, Zhao W, Wang J, Wang C, Zhang K, Chen L (2017) A study of knowledge modeling and retrieval methods oriented towards innovative design of manufacturing planning. J Mech Eng 7. Guo X, Zhao W, Wang J, Wang C, Zhang K, Chen L (2017) A study of knowledge modeling and retrieval methods oriented towards innovative design of manufacturing planning. J Mech Eng 7.
20.
go back to reference Li Q, Zhao W, Zheng L, Chen L, Zhang K, Guo X (2018) Innovative design of replacement device for vulnerable parts in the nuclear radiation environment. Sci Technol Nucl Install, 1–11. Li Q, Zhao W, Zheng L, Chen L, Zhang K, Guo X (2018) Innovative design of replacement device for vulnerable parts in the nuclear radiation environment. Sci Technol Nucl Install, 1–11.
21.
go back to reference Zhu S, Wu J, Xiong H, Xia G (2011) Scaling up top-k cosine similarity search. Data Knowl Eng 70:60–83CrossRef Zhu S, Wu J, Xiong H, Xia G (2011) Scaling up top-k cosine similarity search. Data Knowl Eng 70:60–83CrossRef
22.
go back to reference Guo X, Zhao W, Hu H, Li L, Liu Y, Wang J, Zhang K (2021) A smart knowledge deployment method for the conceptual design of low-carbon products. J Clean Pr 321:128994CrossRef Guo X, Zhao W, Hu H, Li L, Liu Y, Wang J, Zhang K (2021) A smart knowledge deployment method for the conceptual design of low-carbon products. J Clean Pr 321:128994CrossRef
Metadata
Title
Knowledge-Based Design: A Function-Knowledge Reasoning Model for Product Conceptual Design
Authors
Yiwei Jiang
Xin Guo
Ying Liu
Wu Zhao
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-21167-6_6

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