{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T22:49:54Z","timestamp":1781736594391,"version":"3.54.5"},"reference-count":44,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2025,2,24]],"date-time":"2025-02-24T00:00:00Z","timestamp":1740355200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Hongfei Yu","award":["SQ2024162"],"award-info":[{"award-number":["SQ2024162"]}]},{"name":"Hebei Province Higher Education Humanities and Social Sciences Research Project (Youth Fund Project)","award":["SQ2024162"],"award-info":[{"award-number":["SQ2024162"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Biomimetics"],"abstract":"<jats:p>In order to solve the problem of insufficient design applicability in the field of lower limb rehabilitation, such as interaction, experience comfort, and modeling color, a biological excitation function system was used to guide the solution of the functional scheme of lower limb rehabilitation products, and the transformation of lower limb rehabilitation products in functional interaction, experience, and morphological color design driven by biological information-driven cross-domain mapping was improved. We used patent knowledge mining to study the product functional requirements of lower limb rehabilitation products. The results were used to screen the required biological prototypes, and the biological incentives were used to guide the design problems. According to the principle of analogy and similarity calculation, the similarity matrix was obtained, and then the strategy was analyzed. Through the analogy of functional system\u2013product technology engineering systems, the engineering relationship between multi-biological and multi-design elements was determined. We realized the biological replacement and upgrading of product functions under biological stimulation to guide the design of lower limb rehabilitation products. The accurate quantitative biological information of multi-biological analogy fit has the significance of optimizing the training effect, improving the operation efficiency, and improving the morphology and modeling of the lower limb rehabilitation product engineering transformation and design. The acquisition rate of the functional design requirements of lower limb rehabilitation products based on text mining reached 95%, and the accuracy of the biological design prototype obtained through similarity calculation was higher than 79%, which verified the feasibility of the accurate bioinformatics design method and improved the rigor of the bioinformatics biomimetic design method.<\/jats:p>","DOI":"10.3390\/biomimetics10030134","type":"journal-article","created":{"date-parts":[[2025,2,24]],"date-time":"2025-02-24T07:46:57Z","timestamp":1740383217000},"page":"134","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Bio-Stimulated Lower Limb Rehabilitation Robot Semantic Analogy Fit Design"],"prefix":"10.3390","volume":"10","author":[{"given":"Tianyi","family":"Yao","sequence":"first","affiliation":[{"name":"School of Art and Design, Yanshan University, Qinhuangdao 066000, China"},{"name":"School of Mechanical Engineering, Yanshan University, Qinhuangdao 066000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongfei","family":"Yu","sequence":"additional","affiliation":[{"name":"Hebei Technology lnnovation Center for Intelligent Industrial Design, Qinhuangdao 066000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhongzhi","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Art and Design, Yanshan University, Qinhuangdao 066000, China"},{"name":"School of Mechanical Engineering, Yanshan University, Qinhuangdao 066000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Li","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Yanshan University, Qinhuangdao 066000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiantao","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Art and Design, Yanshan University, Qinhuangdao 066000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2025,2,24]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.procir.2016.01.184","article-title":"Case-dependence of Level-based Idea Space Variety for Systematic Biologically-Inspired Design","volume":"39","author":"Vandevenne","year":"2016","journal-title":"Procedia CIRP"},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Deldin, J.M., and Schuknecht, M. (2014). The AskNature database: Enabling solutions in biomimetic design. Biologically Inspired Design, Springer.","DOI":"10.1007\/978-1-4471-5248-4_2"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"129","DOI":"10.3901\/JME.2016.09.129","article-title":"Research on the realization method of multi-biological effect technology","volume":"52","author":"Liu","year":"2016","journal-title":"J. Mech. Eng."},{"key":"ref_4","first-page":"60","article-title":"Research on Biomimetic Design Process of Products Based on Multiple Biological Effects","volume":"13","author":"Cao","year":"2015","journal-title":"Design"},{"key":"ref_5","first-page":"18","article-title":"Research on Design Method of Functional Combination Product Based on Multi-biological Effects","volume":"24","author":"Hou","year":"2017","journal-title":"Chin. J. Eng. Des."},{"key":"ref_6","first-page":"142","article-title":"Hierarchical Biofeature-Driven Product Emotional Design Method","volume":"38","author":"Cao","year":"2017","journal-title":"Packag. Eng."},{"key":"ref_7","unstructured":"Wu, X. (2014). Research on Protective Tennis Clothing Based on Biomechanics. [Master\u2019s Thesis, Shanghai University of Engineering Science]."},{"key":"ref_8","unstructured":"Shi, D. (2006). Research on the Solution Process of Function-Based Conceptual Design, Harbin Engineering University."},{"key":"ref_9","first-page":"823","article-title":"Research on Effect-based Conceptual Design Process Model","volume":"09","author":"Cao","year":"2005","journal-title":"China Mech. Eng."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"285","DOI":"10.2495\/DNE-V9-N4-285-295","article-title":"Sustainability strategies in nature","volume":"9","author":"Cohen","year":"2014","journal-title":"Int. J. Des. Nat. Ecodynamics"},{"key":"ref_11","unstructured":"Pauw, I.D. (2015). Nature-Inspired Design: Strategies for Sustainable Product Development, Delft University of Technology."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Sara, K., and Noureddine, Z. (2015, January 27\u201329). A bio problem-solver for supporting the design, towards the optimization of the energy efficiency. Proceedings of the 2015 6th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO), Istanbul, Turkey.","DOI":"10.1109\/ICMSAO.2015.7152251"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1002\/inst.12071","article-title":"A Systems View of Bio-Inspiration: Bridging the Gaps","volume":"19","author":"Hoeller","year":"2016","journal-title":"Insight"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"100550","DOI":"10.1016\/j.mgene.2019.100550","article-title":"PubMedInfo Crawler: An innovative extraction process that leads towards biological information mining","volume":"20","author":"Kanwal","year":"2019","journal-title":"Meta Gene"},{"key":"ref_15","unstructured":"Sadava, D.E., Hillis, D.M., and Heller, H.C. (2011). Life: The Science of Biology, Sinauer Associates Inc.. [9th ed.]."},{"key":"ref_16","first-page":"22","article-title":"The Significance and Development of Biomimicry","volume":"4","author":"Lu","year":"2004","journal-title":"Sci. Chin."},{"key":"ref_17","first-page":"66","article-title":"The Concept of Biomimicry and Its Evolution","volume":"24","author":"Cen","year":"2007","journal-title":"Mech. Des."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"6","DOI":"10.17485\/ijst\/2016\/v9i30\/98743","article-title":"Bionic-Oriented Information System for Innovation Activities","volume":"9","author":"Sigov","year":"2016","journal-title":"Indian J. Sci. Technol."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1016\/j.cirp.2011.06.001","article-title":"Biologically Inspired Design","volume":"60","author":"Shu","year":"2011","journal-title":"CIRP Annals."},{"key":"ref_20","first-page":"159","article-title":"On the use of Biomimicry as a Useful Tool for the Industrial Designer","volume":"360","author":"Volstad","year":"2012","journal-title":"Sustain. Dev."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"081101","DOI":"10.1115\/1.4033751","article-title":"The D3 Methodology: Bridging Science and Design for Bio-Based Product Development","volume":"138","author":"Egan","year":"2016","journal-title":"J. Mech. Des."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Hu, J., Ma, J., Qi, J., and Peng, Y. (2017). Knowledge Modeling and Innovation Analogy Method for Biological Incentives. J. Mech. Eng., 21\u201331.","DOI":"10.3901\/JME.2017.15.021"},{"key":"ref_23","unstructured":"Massimoa, G., Ilariab, M., and Borisc, E. (2017, January 7\u20139). Bio-inspired Design: Explicating the Value of Bio-Inspiration. Proceedings of the Conference proceedings of the Design Management Academy: Research Perspectives on Creative Intersections, Hong Kong, China."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.cirpj.2020.11.008","article-title":"Bio-based design methodologies for products, processes, machine tools and production systems","volume":"32","author":"Wertheim","year":"2021","journal-title":"CIRP J. Manuf. Sci. Technol."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.cirpj.2020.09.013","article-title":"Where and how to find bio-inspiration? A comparison of search approaches for bio-inspired design","volume":"31","author":"Willocx","year":"2020","journal-title":"CIRP J. Manuf. Sci. Technol."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1016\/j.futures.2017.12.008","article-title":"Balcony cultivator: New biomimicry design approach in the sustainable device","volume":"98","author":"Chovan","year":"2018","journal-title":"Futures"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1007\/s00163-021-00356-x","article-title":"Biomimetics from practical feedback to an interdisciplinary process","volume":"32","author":"Graeff","year":"2021","journal-title":"Res. Eng. Des."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"20160192","DOI":"10.1098\/rsta.2016.0192","article-title":"Bioarchitecture: Bioinspired art and architecture\u2014A perspective","volume":"374","author":"Ripley","year":"2016","journal-title":"Philos. Trans. R. Soc. A Math. Phys. Eng. Sci."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/J.ENG.2016.02.015","article-title":"Industry 5.0\u2014The Relevance and Implications of Bionics and Synthetic Biology","volume":"2","author":"Sachsenmeier","year":"2016","journal-title":"Engineering"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Linsey, J.S., and Viswanathan, V.K. (2014). Overcoming cognitive challenges in bioinspired design and analogy. Biologically Inspired Design, Springer.","DOI":"10.1007\/978-1-4471-5248-4_9"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1080\/10400419.2017.1411631","article-title":"Industrial and Biological Analogies Used Creatively by Business Professionals","volume":"30","author":"Kennedy","year":"2018","journal-title":"Creat. Res. J."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.destud.2016.05.003","article-title":"Enhancing novelty with knowledge-based support for Biologically-Inspired Design","volume":"46","author":"Vandevenne","year":"2016","journal-title":"Des. Stud."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1017\/S0890060414000122","article-title":"A scalable approach for ideation in biologically inspired design","volume":"29","author":"Vandevenne","year":"2015","journal-title":"Artif. Intell. Eng. Des. Anal. Manuf."},{"key":"ref_34","unstructured":"Chiu, I., and Shu, L.H. (October, January 28). Natural language analysis for biomimetic design. Proceedings of the International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Salt Lake City, UT, USA. American Society of Mechanical Engineers."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Fellbaum, C. (1998). WordNet: An Electronic Lexical Database, MIT Press.","DOI":"10.7551\/mitpress\/7287.001.0001"},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Shu, L.H., and Cheong, H. (2013). A natural language approach to biomimetic design. Biologically Inspired Design: Computational Methods and Tools, Springer.","DOI":"10.1007\/978-1-4471-5248-4_3"},{"key":"ref_37","unstructured":"Goel, A.K., Mcadams, D.A., and Stone, R.B. (2014). Inspired Design, Springer."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s10579-007-9048-2","article-title":"A large-scale classification of English verbs","volume":"42","author":"Kipper","year":"2008","journal-title":"Lang. Resour. Eval."},{"key":"ref_39","unstructured":"Lenau, T., Dentel, A., Ingvarsd\u00f3ttir, \u00de., and Gu\u0111laugsson, T. (2010, January 17). Engineering design of an adaptive leg prosthesis using biological principles. Proceedings of the DS 60: Proceedings of DESIGN 2010, the 11th International Design Conference, Dubrovnik, Croatia."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Vincent, J.F.V. (2016). TRIZ as a Primary Tool for Biomimetics. Research and Practice on the Theory of Inventive Problem Solving (TRIZ), Springer.","DOI":"10.1007\/978-3-319-31782-3_13"},{"key":"ref_41","first-page":"42","article-title":"Design of a Human Knee Reeducation Mechanism","volume":"11","author":"Brahmia","year":"2019","journal-title":"Acta Univ. Sapientiae Electr. Mech. Eng."},{"key":"ref_42","unstructured":"Ma, S., Fan, Y., Yu, H., Guo, F., and Zhang, N. (2023). Weight Loss Support Mechanism and Lower Limb Rehabilitation Robot Including It. (CN202011338311.0)."},{"key":"ref_43","unstructured":"Chen, X., He, W., and Xiong, W. (2021). An Easy-To-Use Exoskeleton Type Lower Limb Rehabilitation Robot. (CN201810523085)."},{"key":"ref_44","unstructured":"Liu, T. (2021). A Rehabilitation Robot for Lower Limb Gait Rehabilitation Training That Is Convenient for Moving. (CN202011183999, X)."}],"container-title":["Biomimetics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2313-7673\/10\/3\/134\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T16:41:28Z","timestamp":1760028088000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2313-7673\/10\/3\/134"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,24]]},"references-count":44,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2025,3]]}},"alternative-id":["biomimetics10030134"],"URL":"https:\/\/doi.org\/10.3390\/biomimetics10030134","relation":{},"ISSN":["2313-7673"],"issn-type":[{"value":"2313-7673","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2,24]]}}}