653
Views
91
CrossRef citations to date
0
Altmetric
Miscellany

Application of the proper orthogonal decomposition to datasets of internal combustion engine flows

, , &
Article: N23 | Received 01 Mar 2004, Accepted 29 Jun 2004, Published online: 24 Jan 2011

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Dongxu Han, Bo Yu, Peng Wang, Yi Wang & Jingfa Li. (2017) POD reduced-order model for steady laminar flow based on the body-fitted coordinate. Numerical Heat Transfer, Part B: Fundamentals 71:6, pages 560-573.
Read now
Dongxu Han, Bo Yu & Xinyu Zhang. (2014) Study on a BFC-Based POD-Galerkin Reduced-Order Model for the Unsteady-State Variable-Property Heat Transfer Problem. Numerical Heat Transfer, Part B: Fundamentals 65:3, pages 256-281.
Read now

Articles from other publishers (88)

Jinguo Sun, Hu Wu, Yong Tang, Chengdong Kong & Shuiqing Li. (2023) Blowout dynamics and plasma-assisted stabilization of premixed swirl flames under fuel pulsations. Applications in Energy and Combustion Science 14, pages 100122.
Crossref
Zhihao Ding, Karine Truffin, Stéphane Jay, Marius Schmidt, Fabrice Foucher & Jacques Borée. (2023) On the Use of LES and 3D Empirical Mode Decomposition for Analyzing Cycle-to-Cycle Variations of In-Cylinder Tumbling Flow. Flow, Turbulence and Combustion 111:1, pages 235-284.
Crossref
Afaque Alam & Mayank Mittal. (2023) PROPER ORTHOGONAL DECOMPOSITION ANALYSIS OF IN-CYLINDER FLOW IN A SMALL SPARK-IGNITION ENGINE AT DIFFERENT THROTTLE OPENINGS WITH PIV DATA. Journal of Flow Visualization and Image Processing 30:2, pages 67-96.
Crossref
文瑾 秦. (2023) Analysis of Cyclic Variation Characteristics of Flow Field in Cylinder Based on Proper Or-thogonal Decomposition Method. Modeling and Simulation 12:01, pages 261-271.
Crossref
Mengqi Liu, Fengnian Zhao & David L. S. Hung. (2022) A coupled phase-invariant POD and DMD analysis for the characterization of in-cylinder cycle-to-cycle flow variations under different swirl conditions. Flow, Turbulence and Combustion 110:1, pages 31-57.
Crossref
Tso-Kang Wang, Tomas Solano & Kourosh Shoele. (2021) Bridge the gap: correlate face mask leakage and facial features with 3D morphable face models. Journal of Exposure Science & Environmental Epidemiology 32:5, pages 735-743.
Crossref
Li Shen, Christopher Willman, Richard Stone, Tom Lockyer, Rachel Magnanon & Giuseppe Virelli. (2021) On the use of particle image velocimetry (PIV) data for the validation of Reynolds averaged Navier-Stokes (RANS) simulations during the intake process of a spark ignition direct injection (SIDI) engine. International Journal of Engine Research 23:6, pages 1061-1081.
Crossref
Marcellin Perceau, Philippe Guibert & Stéphane Guilain. (2022) Analysis of a tumbling motion using a clustering algorithm on dual-piv measurements: application to the in-cylinder flow of a miller cycle engine. Experiments in Fluids 63:3.
Crossref
P. A. Lakshminarayanan & Yogesh V. AghavYu Shi & Rolf D. Reitz. 2022. Modelling Diesel Combustion. Modelling Diesel Combustion 279 319 .
Li Shen, Kwee-Yan Teh, Penghui Ge, Fengnian Zhao & David LS Hung. (2020) Temporal evolution analysis of in-cylinder flow by means of proper orthogonal decomposition. International Journal of Engine Research 22:5, pages 1714-1730.
Crossref
Federico Rulli, Alessio Barbato, Stefano Fontanesi & Alessandro d’Adamo. (2020) Large eddy simulation analysis of the turbulent flow in an optically accessible internal combustion engine using the overset mesh technique. International Journal of Engine Research 22:5, pages 1440-1456.
Crossref
Tso-Kang Wang & Kourosh Shoele. (2021) Geometrically weighted modal decomposition techniques. Journal of Fluid Mechanics 911.
Crossref
Dominik Pernsteiner, Alexander Schirrer, Lukas Kasper, René Hofmann & Stefan Jakubek. (2021) Data-based model reduction for phase change problems with convective heat transfer. Applied Thermal Engineering 184, pages 116228.
Crossref
Federico Rulli, Stefano Fontanesi, Alessandro d’Adamo & Fabio Berni. (2019) A critical review of flow field analysis methods involving proper orthogonal decomposition and quadruple proper orthogonal decomposition for internal combustion engines. International Journal of Engine Research 22:1, pages 222-242.
Crossref
Yoko Yamakita, Jaeok Bae, Tsuyoshi Nagasawa & Hidenori Kosaka. Stereoscopic Micro-PIV Measurement of Near-Wall Velocity Distribution in Strong Tumble Flow under Motored SI Engine Condition. Stereoscopic Micro-PIV Measurement of Near-Wall Velocity Distribution in Strong Tumble Flow under Motored SI Engine Condition.
Vesselin Krastev, Alessandro D'Adamo, Federico Rulli & Stefano Fontanesi. Effects of the Domain Zonal Decomposition on the Hybrid URANS/LES Modeling of the TCC-III Motored Engine Flow. Effects of the Domain Zonal Decomposition on the Hybrid URANS/LES Modeling of the TCC-III Motored Engine Flow.
Kuan Lu, Yulin Jin, Yushu Chen, Yongfeng Yang, Lei Hou, Zhiyong Zhang, Zhonggang Li & Chao Fu. (2019) Review for order reduction based on proper orthogonal decomposition and outlooks of applications in mechanical systems. Mechanical Systems and Signal Processing 123, pages 264-297.
Crossref
Mohammed El-Adawy, M. R. Heikal & A. Rashid A. Aziz. (2019) Stereoscopic Particle Image Velocimetry Measurements and Proper Orthogonal Decomposition Analysis of the In-Cylinder Flow of Gasoline Direct Injection Engine. Journal of Energy Resources Technology 141:4.
Crossref
A. Kalpakli Vester, Y. Nishio & P.H. Alfredsson. (2019) Investigating swirl and tumble using two prototype inlet port designs by means of multi-planar PIV. International Journal of Heat and Fluid Flow 75, pages 61-76.
Crossref
İ. Bedii Özdemir & Cengizhan Cengiz. (2018) Use of Modified Temperature-Composition PDF Formulation in Modeling of Flame Dynamics in Diesel Engine Combustion. International Journal of Nonlinear Sciences and Numerical Simulation 19:6, pages 643-667.
Crossref
Ali Ahammed Jasim, Mayank Mittal & Harold Schock. POD-Based Analysis of In-Cylinder Flow Data from Molecular Tagging Velocimetry in a Spark-Ignition Engine. POD-Based Analysis of In-Cylinder Flow Data from Molecular Tagging Velocimetry in a Spark-Ignition Engine.
Seun Olowojebutu & Thomas Steffen. A Low Order Model of SCR-in-DPF Systems with Proper Orthogonal Decomposition. A Low Order Model of SCR-in-DPF Systems with Proper Orthogonal Decomposition.
Insuk Ko, Kyoungdoug Min, Stefano Fontanesi, Federico Rulli, Taehun Ha & Hoimyung Choi. Impact of Grid Density on the LES Analysis of Flow CCV: Application to the TCC-III Engine under Motored Conditions. Impact of Grid Density on the LES Analysis of Flow CCV: Application to the TCC-III Engine under Motored Conditions.
Li Shen, Kwee-Yan Teh, Penghui Ge, Yusheng Wang & David L.S. Hung. Detecting Outliers in Crank Angle Resolved Engine Flow Field Datasets for Proper Orthogonal Decomposition Analysis. Detecting Outliers in Crank Angle Resolved Engine Flow Field Datasets for Proper Orthogonal Decomposition Analysis.
Lei Cui, Tianyou Wang, Kai Sun, Zhen Lu, Zhizhao Che & Yanzhe Sun. Numerical Analysis of the Steady-State Scavenging Flow Characteristics of a Two-Stroke Marine Engine. Numerical Analysis of the Steady-State Scavenging Flow Characteristics of a Two-Stroke Marine Engine.
Jie Yang, Min Xu, David L.S. Hung, Qiang Wu & Xue Dong. (2017) Influence of swirl ratio on fuel distribution and cyclic variation under flash boiling conditions in a spark ignition direct injection gasoline engine. Energy Conversion and Management 138, pages 565-576.
Crossref
S. Buhl, F. Gleiss, M. Köhler, F. Hartmann, D. Messig, C. Brücker & C. Hasse. (2016) A Combined Numerical and Experimental Study of the 3D Tumble Structure and Piston Boundary Layer Development During the Intake Stroke of a Gasoline Engine. Flow, Turbulence and Combustion 98:2, pages 579-600.
Crossref
P. Saha, G. Biswas, A.C. Mandal & S. Sarkar. (2017) Investigation of coherent structures in a turbulent channel with built-in longitudinal vortex generators. International Journal of Heat and Mass Transfer 104, pages 178-198.
Crossref
Jean Rabault, Julie A. Vernet, Björn Lindgren & P. Henrik Alfredsson. (2016) A study using PIV of the intake flow in a diesel engine cylinder. International Journal of Heat and Fluid Flow 62, pages 56-67.
Crossref
Nicholas J. Beavis, Salah S. Ibrahim & Weeratunge Malalasekera. Numerical Simulations of a GDI Engine Flow Using LES and POD. Numerical Simulations of a GDI Engine Flow Using LES and POD.
Florian Zentgraf, Elias Baum, Benjamin Böhm, Andreas Dreizler & Brian Peterson. (2016) On the turbulent flow in piston engines: Coupling of statistical theory quantities and instantaneous turbulence. Physics of Fluids 28:4.
Crossref
Jukka-Pekka Keskinen, Ville Vuorinen & Ossi Kaario. (2016) Nonlinear time series analysis from large eddy simulation of an internal combustion engine. International Journal of Heat and Fluid Flow 57, pages 79-90.
Crossref
Christian Hasse. (2015) Scale-resolving simulations in engine combustion process design based on a systematic approach for model development. International Journal of Engine Research 17:1, pages 44-62.
Crossref
Jukka-Pekka Keskinen, Ville Vuorinen, Ossi Kaario & Martti Larmi. (2015) Large eddy simulation of a piston–cylinder assembly: The sensitivity of the in-cylinder flow field for residual intake and in-cylinder velocity structures. Computers & Fluids 122, pages 123-135.
Crossref
LiQun Ma, LiHao Feng, Chong Pan, Qi Gao & JinJun Wang. (2015) Fourier mode decomposition of PIV data. Science China Technological Sciences 58:11, pages 1935-1948.
Crossref
Wenjin Qin, Min Xu, Peng Yin & David L.S. Hung. Analysis of the Cycle-to-Cycle Variations of In-Cylinder Vortex Structure and Vorticity using Phase-Invariant Proper Orthogonal Decomposition. Analysis of the Cycle-to-Cycle Variations of In-Cylinder Vortex Structure and Vorticity using Phase-Invariant Proper Orthogonal Decomposition.
Dongxu Han, Bo Yu, Yi Wang, Yu Zhao & Guojun Yu. (2015) Fast thermal simulation of a heated crude oil pipeline with a BFC-Based POD reduced-order model. Applied Thermal Engineering 88, pages 217-229.
Crossref
S. L. Tang, L. Djenidi, R. A. Antonia & Y. Zhou. (2015) Comparison between velocity- and vorticity-based POD methods in a turbulent wake. Experiments in Fluids 56:8.
Crossref
Preeti S Abraham, Xiaofeng Yang, Saurabh Gupta, Tang-Wei Kuo, David L Reuss & Volker Sick. (2015) Flow-pattern switching in a motored spark ignition engine. International Journal of Engine Research 16:3, pages 323-339.
Crossref
Athanasia Kalpakli Vester, Ramis Örlü & P. Henrik Alfredsson. (2014) Pulsatile Turbulent Flow in Straight and Curved Pipes – Interpretation and Decomposition of Hot-Wire Signals. Flow, Turbulence and Combustion 94:2, pages 305-321.
Crossref
Francesca di Mare & Robert Knappstein. (2014) Statistical analysis of the flow characteristics and cyclic variability using Proper Orthogonal Decomposition of highly resolved LES in internal combustion engines. Computers & Fluids 105, pages 101-112.
Crossref
Yujun Cao, Eurika Kaiser, Jacques Borée, Bernd R. Noack, Lionel Thomas & Stéphane Guilain. (2014) Cluster-based analysis of cycle-to-cycle variations: application to internal combustion engines. Experiments in Fluids 55:11.
Crossref
Jacques Borée & Paul C. Miles. 2014. Encyclopedia of Automotive Engineering. Encyclopedia of Automotive Engineering 1 31 .
Hao Chen, Min Xu & David L.S. Hung. Analyzing In-cylinder Flow Evolution and Variations in a Spark-Ignition Direct-Injection Engine Using Phase-Invariant Proper Orthogonal Decomposition Technique. Analyzing In-cylinder Flow Evolution and Variations in a Spark-Ignition Direct-Injection Engine Using Phase-Invariant Proper Orthogonal Decomposition Technique.
Andrea Montorfano, Federico Piscaglia & Angelo Onorati. A LES Study on the Evolution of Turbulent Structures in Moving Engine Geometries by an Open-Source CFD Code. A LES Study on the Evolution of Turbulent Structures in Moving Engine Geometries by an Open-Source CFD Code.
Hao Chen, David L. S. Hung, Min Xu, Hanyang Zhuang & Jie Yang. (2014) Proper orthogonal decomposition analysis of fuel spray structure variation in a spark-ignition direct-injection optical engine. Experiments in Fluids 55:4.
Crossref
Dongxu Han, Bo Yu, Guojun Yu, Yu Zhao & Wenhua Zhang. (2014) Study on a BFC-based POD-Galerkin ROM for the steady-state heat transfer problem. International Journal of Heat and Mass Transfer 69, pages 1-5.
Crossref
F. Piscaglia, A. Montorfano, A. Onorati & F. Brusiani. (2013) Boundary Conditions and SGS Models for LES of Wall-Bounded Separated Flows: An Application to Engine-Like Geometries. Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 69:1, pages 11-27.
Crossref
S. Fontanesi, S. Paltrinieri, A. D’Adamo & S. Duranti. (2013) Investigation of Boundary Condition and Field Distribution Effects on the Cycle-to-Cycle Variability of a Turbocharged GDI Engine Using LES. Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 69:1, pages 107-128.
Crossref
P. Abraham, K. Liu, D. Haworth, D. Reuss & V. Sick. (2013) Evaluating Large-Eddy Simulation (LES) and High-Speed Particle Image Velocimetry (PIV) with Phase-Invariant Proper Orthogonal Decomposition (POD). Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 69:1, pages 41-59.
Crossref
Mojtaba Izadi & Stevan Dubljevic. (2013) Order‐reduction of parabolic PDEs with time‐varying domain using empirical eigenfunctions. AIChE Journal 59:11, pages 4142-4150.
Crossref
Hao Chen, Min Xu, David L.S. Hung, Jie Yang & Hanyang Zhuang. Development of a POD-Based Analysis Approach for Quantitative Comparison of Spray Structure Variations in a Spark-Ignition Direct-Injection Engine. Development of a POD-Based Analysis Approach for Quantitative Comparison of Spray Structure Variations in a Spark-Ignition Direct-Injection Engine.
Katarzyna Bizon, Gaetano Continillo, Simone Lombardi, Ezio Mancaruso, Paolo Sementa & Bianca Maria Vaglieco. Independent Component Analysis of Combustion Images in Optically Accessible Gasoline and Diesel Engines. Independent Component Analysis of Combustion Images in Optically Accessible Gasoline and Diesel Engines.
Kai Liu, Daniel C. Haworth, Xiaofeng Yang & Venkatesh Gopalakrishnan. (2013) Large-eddy Simulation of Motored Flow in a Two-valve Piston Engine: POD Analysis and Cycle-to-cycle Variations. Flow, Turbulence and Combustion 91:2, pages 373-403.
Crossref
Hao Chen, David L Reuss, David LS Hung & Volker Sick. (2012) A practical guide for using proper orthogonal decomposition in engine research. International Journal of Engine Research 14:4, pages 307-319.
Crossref
Matt Stanton, Yu Sheng, Martin Wicke, Federico Perazzi, Amos Yuen, Srinivasa Narasimhan & Adrien Treuille. (2013) Non-polynomial Galerkin projection on deforming meshes. ACM Transactions on Graphics 32:4, pages 1-14.
Crossref
Stefano Fontanesi, Stefano Paltrinieri, Alessandro Tiberi & Alessandro D'Adamo. LES Multi-cycle Analysis of a High Performance GDI Engine. LES Multi-cycle Analysis of a High Performance GDI Engine.
Volker Sick. (2013) High speed imaging in fundamental and applied combustion research. Proceedings of the Combustion Institute 34:2, pages 3509-3530.
Crossref
Kristin M. Kopp-Vaughan & Michael W. Renfro. (2012) Flame Shape and Spatially Resolved Rayleigh Criterion Using Proper Orthogonal Decomposition. International Journal of Spray and Combustion Dynamics 4:3, pages 255-274.
Crossref
M. Izadi & S. Dubljevic. (2012) Computation of empirical eigenfunctions of parabolic PDEs with time-varying domain. Computation of empirical eigenfunctions of parabolic PDEs with time-varying domain.
Trung-Thanh Vu & Philippe Guibert. (2012) Proper orthogonal decomposition analysis for cycle-to-cycle variations of engine flow. Effect of a control device in an inlet pipe. Experiments in Fluids 52:6, pages 1519-1532.
Crossref
Y. Wang, B. Yu & S. Sun. (2012) Fast Prediction Method for Steady‐State Heat Convection. Chemical Engineering & Technology 35:4, pages 668-678.
Crossref
Kristin Kopp-Vaughan, Trevor Jensen, Baki Cetegen & Michael Renfro. (2012) Tracking Blowoff Dynamics of Flames Utilizing Proper Orthogonal Decomposition. Tracking Blowoff Dynamics of Flames Utilizing Proper Orthogonal Decomposition.
Semih Ölçmen, Marcus Ashford, Philip Schinestsky & Mebougna Drabo. (2012) Comparative Analysis of Velocity Decomposition Methods for Internal Combustion Engines. Open Journal of Fluid Dynamics 02:03, pages 70-90.
Crossref
Hao Chen, David L. Reuss & Volker Sick. (2011) Analysis of misfires in a direct injection engine using proper orthogonal decomposition. Experiments in Fluids 51:4, pages 1139-1151.
Crossref
M. Voisine, L. Thomas, J. Borée & P. Rey. (2010) Spatio-temporal structure and cycle to cycle variations of an in-cylinder tumbling flow. Experiments in Fluids 50:5, pages 1393-1407.
Crossref
Kai Liu & Daniel C. Haworth. Development and Assessment of POD for Analysis of Turbulent Flow in Piston Engines. Development and Assessment of POD for Analysis of Turbulent Flow in Piston Engines.
Li-Hao Feng, Jin-Jun Wang & Chong Pan. (2011) Proper orthogonal decomposition analysis of vortex dynamics of a circular cylinder under synthetic jet control. Physics of Fluids 23:1.
Crossref
Alan Keromnes, Charlotte Dujol & Philippe Guibert. (2010) Aerodynamic control inside an internal combustion engine. Measurement Science and Technology 21:12, pages 125404.
Crossref
Alexey A. Burluka. 2010. Handbook of Combustion. Handbook of Combustion 389 414 .
D.C. Haworth. (2010) Progress in probability density function methods for turbulent reacting flows. Progress in Energy and Combustion Science 36:2, pages 168-259.
Crossref
Brenden P. Epps & Alexandra H. Techet. (2009) An error threshold criterion for singular value decomposition modes extracted from PIV data. Experiments in Fluids 48:2, pages 355-367.
Crossref
L. Kapitza, O. Imberdis, H. P. Bensler, J. Willand & D. Thévenin. (2009) An experimental analysis of the turbulent structures generated by the intake port of a DISI-engine. Experiments in Fluids 48:2, pages 265-280.
Crossref
P. A. Lakshminarayanan & Yoghesh V. AghavYu Shi & Rolf D Reitz. 2010. Modelling Diesel Combustion. Modelling Diesel Combustion 207 246 .
W.-H. Cai, F.-C. Li, H.-N. Zhang, X.-B. Li, B. Yu, J.-J. Wei, Y. Kawaguchi & K. Hishida. (2009) Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Physics of Fluids 21:11.
Crossref
S. Rahal, P. Cerisier & H. Azuma. (2008) Application of the proper orthogonal decomposition to turbulent convective flows in a simulated Czochralski system. International Journal of Heat and Mass Transfer 51:17-18, pages 4216-4227.
Crossref
A Erdil & A Kodal. (2016) A comparative study of turbulent velocity fields in an internal combustion engine with shrouded valve and flat/bowl piston configurations. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 221:12, pages 1597-1607.
Crossref
Katarzyna Bizon, Gaetano Continillo, Simona S. Merola & Bianca M. Vaglieco. Application of Proper Orthogonal Decomposition to the analysis of I.C.E. space and time resolved data. Application of Proper Orthogonal Decomposition to the analysis of I.C.E. space and time resolved data.
I. Cosadia, J. Borée & P. Dumont. (2007) Coupling time-resolved PIV flow-fields and phase-invariant proper orthogonal decomposition for the description of the parameters space in a transparent Diesel engine. Experiments in Fluids 43:2-3, pages 357-370.
Crossref
E. Abdi Aghdam, A. A. Burluka, T. Hattrell, K. Liu, C. G. W. Sheppard, J. Neumeister & N. Crundwell. Study of Cyclic Variation in an SI Engine Using Quasi-Dimensional Combustion Model. Study of Cyclic Variation in an SI Engine Using Quasi-Dimensional Combustion Model.
S Rahal, P Cerisier & H Azuma. (2007) Application of the Proper Orthogonal Decomposition to Turbulent Czochralski Convective Flows. Journal of Physics: Conference Series 64, pages 012020.
Crossref
Mauricio S. Toledo, Lionel Le Penven, Marc Buffat, Anne Cadiou & Judith Padilla. (2007) Large eddy simulation of the generation and breakdown of a tumbling flow. International Journal of Heat and Fluid Flow 28:1, pages 113-126.
Crossref
M.C. Drake & D.C. Haworth. (2007) Advanced gasoline engine development using optical diagnostics and numerical modeling. Proceedings of the Combustion Institute 31:1, pages 99-124.
Crossref
Adrien Treuille, Andrew Lewis & Zoran Popović. (2006) Model reduction for real-time fluids. ACM Transactions on Graphics 25:3, pages 826-834.
Crossref
Julien Moreau, Mark Fogleman, G. Charnay & J. Boree. (2005) Phase invariant proper orthogonal decomposition for the study of a compressed vortex. Journal of Thermal Science 14:2, pages 108-113.
Crossref
Jennifer L. Edwards, Frederick C. Gouldin, Fernando F. Grinstein & Kazhikathra Kailasanath. (2005) Reduced-Order Structure of Reacting Rectangular Jets. AIAA Journal 43:5, pages 1075-1087.
Crossref
D. C. Haworth. A Review of Turbulent Combustion Modeling for Multidimensional In-Cylinder CFD. A Review of Turbulent Combustion Modeling for Multidimensional In-Cylinder CFD.
J. Moreau, J. Boree, R. Bazile & G. Charnay. (2004) Destabilisation of a compressed vortex by a round jet. Experiments in Fluids 37:6, pages 856-871.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.