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Data fusion-based sustainable digital twin system of intelligent detection robotics

机译:基于数据融合的智能检测机器人可持续数字双床系

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In order to give full play to the role of science and technology in achieving the sustainable development goals, digital twin technology based on data fusion plays an irreplaceable role. This paper analyzes the detection process of intelligent detection robots for massage chairs, theoretical research is carried out from two aspects of decision-level fusion and data-level fusion. The principles, levels, and models of information fusion are analyzed, and an in-depth analysis and discussion of DS evidence theory are conducted.Whereas the ambiguity and uncertainty of evaluation indicators in sustainable design, a quantitative model for sustainable design is established in this paper. The entropy weight method is used to determine the weight of sub-indicators, and a decision matrix for the indicators to be evaluated is established. Based on the data detected by the robot while the massage chair is working, the sustainability of the massage chair is evaluated. Reflect the obtained quantitative indicators on the digital twin data flow system, improve the comprehensive performance of products in sustainable design through data fusion, and prove that the necessity of sustainability and the proposed method must be considered in the design and use process feasibility. (C) 2020 Elsevier Ltd. All rights reserved.
机译:为了充分发挥科技在实现可持续发展目标方面,基于数据融合的数字双胞胎技术起着不可替代的作用。本文分析了按摩椅智能检测机器人的检测过程,从决策级融合和数据级融合的两个方面进行了理论研究。分析了信息融合的原理,水平和模型,对DS证据理论进行了深入的分析和讨论。在可持续设计中进行评价指标的歧义和不确定性,在此确定可持续设计的定量模型纸。熵权衡方法用于确定子指示符的权重,建立用于评估指示符的判定矩阵。根据机器人检测到的数据,同时按摩椅正常工作,评估按摩椅的可持续性。反映了在数字双胞胎数据流系统上获得的定量指标,通过数据融合提高了可持续设计中产品的综合性能,并证明了可持续性的必要性和所提出的方法,必须在设计中考虑和使用过程可行性。 (c)2020 elestvier有限公司保留所有权利。

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