Litcius/Paper detail

Multi-Analogy Innovation Design Based on Digital Twin

Zifeng Nie, Guozhong Cao, Peng Zhang, Qingjin Peng, Zhimin Zhang

2022Machines11 citationsDOIOpen Access PDF

Abstract

Analogy-based design is an effective approach for innovative design. However, existing research on analogy design mainly focuses on methods to form innovative schemes, without considering feasibility or practicality in applications. This research proposes a multi-analogy innovation design (M-AID) model based on analogy in both design-centric complexity (DCC) and solution of inventive problems (TRIZ). To improve practicality, digital twin (DT) is introduced to apply real design information, manufacturing production data, and maintenance information in the design process. The method includes six steps: (1) analyze a target product based on users and market requirements to synthesize general function requirements; (2) acquire analogy function source using knowledge base and patent base; (3) call digital twin resources to obtain real product data for the design; (4) reduce the complexity of the design system after fusion using DCC theory; (5) use TRIZ to solve problems of design conflicts; and (6) evaluate design solutions according to product requirements. The current proposed method enhances the design scheme feasibility and reduces the number of iterations from the conceptual scheme to the final scheme in the design process, thus improving the efficiency of the innovative design process. The applicability of the currently proposed method is demonstrated through exemplification of innovative design of a dust removal system for a solar panel.

Topics & Concepts

TRIZAnalogyComputer scienceProduct designExemplificationConceptual designSystems engineeringDesign technologyProcess (computing)Function (biology)Product (mathematics)Design processIndustrial engineeringIterative designEngineeringArtificial intelligenceHuman–computer interactionWork in processMathematicsOperations managementScheduling (production processes)EpistemologyOperating systemEvolutionary biologyGeometryPhilosophyBiologyLinguisticsDigital Transformation in IndustryTechnology Assessment and ManagementDesign Education and Practice
Multi-Analogy Innovation Design Based on Digital Twin | Litcius