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Keywords
(8)
Complex System
Error Estimate
Integrable Model
Simulation Analysis
Simulation Experiment
Theoretical Analysis
Time Integration
Truncation Error
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Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation
Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation,10.1007/s11432-011-4274-z,Science in China S
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Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation
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Citations: 1
)
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HeMing Zhang
,
SiLü Liang
,
ShiJi Song
,
HongWei Wang
Collaborative simulation is an effective approach to performing
simulation analysis
for complex systems by integrating models developed for different engineering disciplines. Collaborative simulation issues include the modeling of coupled multidisciplinary systems, and the simulation running
time integration
of these models that are solved parallelly. Estimation of the local
truncation error
of coupling models is the key to solve multidisciplinary collaborative simulation problem, which is actually used to restrict the simulation step. This paper presents a variable-step method based on Richardson extrapolation for calculating the local
truncation error
to solve collaborative simulation problem of multidisciplinary coupling models. Formulas for estimating the local
truncation error
are derived through
theoretical analysis
by using integration methods and interpolation technologies, respectively. The simulation experiments are illustrated to validate the accuracy and efficiency of proposed collaborative simulation algorithm in comparison with the usual combinative algorithm.
Journal:
Science in China Series F: Information Sciences
, vol. 54, no. 6, pp. 1238-1250, 2011
DOI:
10.1007/s11432-011-4274-z
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Citation Context
(1)
...The detail deductive procedures for these formulas were derived in [
14
]...
Heming Zhang
,
et al.
A variable-step numerical method for collaborative computation of two ...
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Generalized gradient projection neural networks for nonsmooth optimization problems
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Science in China Series F: Information Sciences
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A solution of multidisciplinary collaborative simulation for complex engineering systems in a distributed heterogeneous environment
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Heming Zhang
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Science in China Series F: Information Sciences
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A model-driven approach to multidisciplinary collaborative simulation for virtual product development
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Heming Zhang
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Hongwei Wang
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David Chen
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Gregory Zacharewicz
Journal:
Advanced Engineering Informatics - Artificial
, vol. 24, no. 2, pp. 167-179, 2010
Distributed Object-Based Modeling in Design Simulation Marketplace
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Nicola Senin
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Journal of Mechanical Design - J MECH DESIGN
, vol. 125, no. 1, 2003
A distributed and interactive system to integrated design and simulation for collaborative product development
(
Citations: 3
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Hongwei Wang
,
Heming Zhang
Journal:
Robotics and Computer-integrated Manufacturing - ROBOT COMPUT-INTEGR MANUF
, vol. 26, no. 6, pp. 778-789, 2010
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Citations
(1)
A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems
Heming Zhang
,
Pengfei Cui
,
Chun Zhang
,
Hongwei Wang
Conference:
Computer Supported Cooperative Work in Design - CSCWD
, 2011