Digital twin-driven product design, manufacturing and service with big data
Citations
1,467 citations
Cites background from "Digital twin-driven product design,..."
...They prescribed nine principles to improve the maintenance efficiency and reduce maintenance failure [51]....
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1,250 citations
Cites background from "Digital twin-driven product design,..."
...(Tao et al. 2017; Lee et al. 2013a; Rosen et al. 2015) To get a more common understanding of the Digital Twin, the level of integration are discussed in the following section....
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...(Tao et al. 2017) The Digital Twin in its origin describes mirroring a product, while the state of the art allows processes (manufacturing, power generation etc.) to be as well subjects of virtual space reproduction (“twinning”) in order to gain the very same benefits....
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...…PPC MTConnect;MQTT;Database;NOSQL;Middleware Söderberg et al. (2017) concept DS PPC simulation Stark et al. (2017) review DS product lifecycle simulation Tao et al. (2017) concept DM PPC Semantic Web Terkaj, Urgo (2015) concept undefined PPC simulation, CPS Terkaj et al. (2015) concept DM process…...
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...(Tao et al. 2017) It is the virtual and computerized counterpart of a physical system....
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1,245 citations
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References
4,145 citations
"Digital twin-driven product design,..." refers background in this paper
..., internet of things technology and devices are employed to collect various data generated in the entire produce lifecycle [2], cloud technology is used to realize the data management and processing [3], and artificial intelligence is used for data mining and realizing added-value [4], the big data-driven manufacturing era is coming....
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792 citations
"Digital twin-driven product design,..." refers methods in this paper
...The concept of product lifecycle was proposed by Dean [12] in 1950 and was used in product marketing strategy research by Levitt [13]....
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681 citations
"Digital twin-driven product design,..." refers background or methods in this paper
...Structural Sciences Center at US Air Force Research Laboratory employed digital twin to build a realistic highfidelity flight model and combine virtual model data with physical data to make a more accurate fatigue life prediction [24]....
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...Digital twin can update data in real time, so that virtual models can undergo continuous improvement through comparing virtual space with physical space in parallel [24]....
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668 citations