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《工程(英文)》 >> 2019年 第5卷 第4期 doi: 10.1016/j.eng.2019.06.005

情境感知智能产品的生物启发式设计

a School of Mechanical and Manufacturing Engineering, University of New South Wales, Kensington, NSW 2033, Australia

b Beijing University of Posts & Telecommunications, Beijing 100876, China

c Department of Industrial and System Engineering, University of Southern California, Los Angeles, CA 90089, USA

d College of Engineering and Mineral Resources, West Virginia University, Morgantown, WV 26506, USA

e School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

f School of Automation Science and Electrial Engineering, Beihang University, Beijing 100083, China

收稿日期: 2018-06-23 修回日期: 2018-09-25 录用日期: 2019-06-10 发布日期: 2019-07-03

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摘要

信息通信技术(ICT)和网络物理系统(CPS)的快速发展,为智能产品的日益普及铺平了道路。情境感知是衡量产品智能的一个重要角度。与人工制品不同,各种生物系统具有非凡的情境感知能力。生物启发式设计(BID)是最常用的设计策略之一。然而,迄今为止,很少有研究检查过情境感知智能产品的生物启发式设计。本文提出了一个结构化设计框架,用以支持情境感知智能产品的生物启发式设计。本文从产品设计的角度定义了情境感知的概念。该框架以功能-行为-结构理论(the situated function-behavior-structure ontology)为基础开发而成。本文规定了结构化设计过程,借助各种生物启发,支持不同的概念设计活动,如问题形成、结构重构、行为重构和功能重构。一些现有的设计方法和新兴的设计工具被纳入框架。本文提出了一个案例研究,展示了如何利用该框架重新设计机器人吸尘器,使其更具有情境感知能力。

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参考文献

[ 1 ] Abramovici M, Stark R, editors. Smart product engineering: proceedings of the 23rd CIRP Design Conference; 2013 Mar 11–13; Bochum, Germany. Berlin: Springer-Verlag; 2013. 链接1

[ 2 ] Adomavicius G, Tuzhilin A. Context-aware recommender systems. In: Ricci F, Rokach L, Shapira B, editors. Recommender systems handbook. New York: Springer; 2015. p. 191–226. 链接1

[ 3 ] Ong SK, Zhu J. A novel maintenance system for equipment serviceability improvement. CIRP Ann 2013;62(1):39–42. 链接1

[ 4 ] Helms M, Vattam SS, Goel AK. Biologically inspired design: process and products. Des Stud 2009;30(5):606–22. 链接1

[ 5 ] Shu LH, Ueda K, Chiu I, Cheong H. Biologically inspired design. CIRP Ann 2011;60(2):673–93. 链接1

[ 6 ] Dourish P. What we talk about when we talk about context. Pers Ubiquitous Comput 2004;8(1):19–30. 链接1

[ 7 ] Gero JS, Kannengiesser U. The situated function–behaviour–structure framework. Des Stud 2004;25(4):373–91. 链接1

[ 8 ] Floreano D, Wood RJ. Science, technology and the future of small autonomous drones. Nature 2015;521(7553):460–6. 链接1

[ 9 ] Pahl G, Beitz W. Engineering design: a systematic approach. 3rd ed. London: Springer Science & Business Media; 2013. 链接1

[10] Xu Q, Jiao RJ, Yang X, Helander M, Khalid HM, Opperud A. An analytical Kano model for customer need analysis. Des Stud 2009;30(1):87–110. 链接1

[11] Holtzblatt K, Wendell JB, Wood S. Rapid contextual design: a how to guide to key techniques for user-centered design. San Francisco: Morgan Kaufmann Publishers; 2004. 链接1

[12] Stone RB, Wood KL. Development of a functional basis for design. J Mech Des 2000;122(4):359–70. 链接1

[13] Shu LH. A natural-language approach to biomimetic design. Artif Intell Eng Des Anal Manuf 2010;24(4):507–19. 链接1

[14] AskNature [Internet]. Missoula: The Biomimicry Institute; c2018 [cited 2019 Jun 17]. Available from: https://asknature.org/. 链接1

[15] Sass L, Oxman R. Materializing design: the implications of rapid prototyping in digital design. Des Stud 2006;27(3):325–55. 链接1

[16] Nee AYC, Ong SK, Chryssolouris G, Mourtzis D. Augmented reality applications in design and manufacturing. CIRP Ann 2012;61(2):657–79. 链接1

[17] Browning TR. Applying the design structure matrix to system decomposition and integration problems: a review and new directions. IEEE Trans Eng Manage 2001;48(3):292–306. 链接1

[18] Tao F, Sui F, Liu A, Qi Q, Zhang M, Song B, Nee AYC. Digital twin-driven product design framework. Int J Prod Res 2018:1–19. 链接1

[19] Zhou X, Slone JD, Rokas A, Berger SL, Liebig J, Ray A, et al. Phylogenetic and transcriptomic analysis of chemosensory receptors in a pair of divergent ant species reveals sex-specific signatures of odor coding. PLoS Genet 2012;8(8): e1002930. 链接1

[20] Liu A, Lu SCY. A crowdsourcing design framework for concept generation. CIRP Ann 2016;65(1):177–80. 链接1

[21] Daly IM, How MJ, Partridge JC, Temple SE, Marshall NJ, Cronin TW, et al. Dynamic polarization vision in mantis shrimps. Nat Commun 2016;7 (1):12140. 链接1

[22] Bee MA, Perrill SA, Owen PC. Male green frogs lower the pitch of acoustic signals in defense of territories: a possible dishonest signal of size? Behav Ecol 2000;11(2):169–77. 链接1

[23] Beggs KT, Glendining KA, Marechal NM, Vergoz V, Nakamura I, Slessor KN, et al. Queen pheromone modulates brain dopamine function in worker honey bees. Proc Natl Acad Sci USA 2007;104(7):2460–4. 链接1

[24] Wager BR, Breed MD. Does honey bee sting alarm pheromone give orientation information to defensive bees? Ann Entomol Soc Am 2000;93 (6):1329–32. 链接1

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