Review for order reduction based on proper orthogonal decomposition and outlooks of applications in mechanical systems
K Lu, Y Jin, Y Chen, Y Yang, L Hou, Z Zhang… - … Systems and Signal …, 2019 - Elsevier
This paper presents a review of proper orthogonal decomposition (POD) methods for order
reduction in a variety of research areas. The historical development and basic mathematical …
reduction in a variety of research areas. The historical development and basic mathematical …
Progress in probability density function methods for turbulent reacting flows
DC Haworth - Progress in Energy and combustion Science, 2010 - Elsevier
Probability density function (PDF) methods offer compelling advantages for modeling
chemically reacting turbulent flows. In particular, they provide an elegant and effective …
chemically reacting turbulent flows. In particular, they provide an elegant and effective …
Towards the understanding of cyclic variability in a spark ignited engine using multi-cycle LES
O Vermorel, S Richard, O Colin, C Angelberger… - Combustion and …, 2009 - Elsevier
Large-Eddy Simulation (LES) has been used to analyze the occurrence and the causes of
cycle-to-cycle combustion variations in a spark ignited four-valve single cylinder engine …
cycle-to-cycle combustion variations in a spark ignited four-valve single cylinder engine …
Proper orthogonal decomposition analysis of vortex dynamics of a circular cylinder under synthetic jet control
LH Feng, JJ Wang, C Pan - Physics of Fluids, 2011 - pubs.aip.org
Vortex dynamics of a circular cylinder controlled by a synthetic jet positioned at the back
stagnation point is experimentally investigated using particle image velocimetry (PIV) …
stagnation point is experimentally investigated using particle image velocimetry (PIV) …
High speed imaging in fundamental and applied combustion research
V Sick - Proceedings of the Combustion Institute, 2013 - Elsevier
This overview presents examples of applications of high frame rate imaging diagnostics in
fundamental and applied combustion research. Progress in the performance of high frame …
fundamental and applied combustion research. Progress in the performance of high frame …
Surrogate modeling of parameterized multi-dimensional premixed combustion with physics-informed neural networks for rapid exploration of design space
Parametric optimization is a critical component in designing and prototyping combustion
systems. However, existing parametric optimization methods often suffer from either …
systems. However, existing parametric optimization methods often suffer from either …
A practical guide for using proper orthogonal decomposition in engine research
H Chen, DL Reuss, DLS Hung… - International Journal of …, 2013 - journals.sagepub.com
Proper orthogonal decomposition has been utilized for well over a decade to study
turbulence and cyclic variation of flow and combustion properties in internal combustion …
turbulence and cyclic variation of flow and combustion properties in internal combustion …
On the use and interpretation of proper orthogonal decomposition of in-cylinder engine flows
The proper orthogonal decomposition (POD) has found increasing application for the
comparison of measured and computed data as well as the identification of instantaneous …
comparison of measured and computed data as well as the identification of instantaneous …
Model reduction for real-time fluids
A Treuille, A Lewis, Z Popović - ACM Transactions on Graphics (TOG), 2006 - dl.acm.org
We present a new model reduction approach to fluid simulation, enabling large, real-time,
detailed flows with continuous user interaction. Our reduced model can also handle moving …
detailed flows with continuous user interaction. Our reduced model can also handle moving …
Use of proper orthogonal decomposition for time interpolation from PIV data: Application to the cycle-to-cycle variation analysis of in-cylinder engine flows
Based on time-resolved PIV (TRPIV) data, a new proper orthogonal decomposition (POD)
application is developed to recover the time information between two consecutive PIV time …
application is developed to recover the time information between two consecutive PIV time …