Digital twin-driven product design, manufacturing and service with big data
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....
...(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....
...…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…...
...(Tao et al. 2017) It is the virtual and computerized counterpart of a physical system....
Cites background or methods from "Digital twin-driven product design,..."
...Through the cyber-physical closed loop, digital twin could achieve the optimization of the whole manufacturing process ....
...After the simulation and optimization of product design,manufacturing and maintenance process, it guides the physical process to perform the optimized solution ....
"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 , cloud technology is used to realize the data management and processing , and artificial intelligence is used for data mining and realizing added-value , the big data-driven manufacturing era is coming....
"Digital twin-driven product design,..." refers methods in this paper
...The concept of product lifecycle was proposed by Dean  in 1950 and was used in product marketing strategy research by Levitt ....
"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 ....
...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 ....
Related Papers (5)
Benjamin Schleich, Nabil Anwer +2 more
Roland Rosen, Georg von Wichert +2 more
Qinglin Qi, Fei Tao
Werner Kritzinger, Matthias Karner +3 more
Michael W. Grieves, John Vickers