Hamid Taghavifar |
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Department of Mechanical Engineering of Biosystems, Urmia University, Iran, Urmia |
PhD Student |
Personal Web Site: |
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=1045 |
Short Biography |
Hamid Taghavifar holds a M.Sc. in Mechanical Engineering
from Urmia University, Iran. He also received his B.Sc. degree from Urmia
University. He completed his B.Sc. thesis on ''evaluation of dynamic load and
velocity effects on the rolling resistance of driven wheel utilizing an
instrumented soil bin with single-wheel tester in 2010 and his M.Sc. as
''Investigating the effect of traction parameters on soil stress under driving
wheel utilizing single wheel-tester and soil bin facility''. His field of
interests and specializations include designing, testing, and utilization of
off-road vehicles, soil-wheel interactions, modeling multibody dynamic systems,
agricultural mechanization, soil and vehicle dynamics, state-of the-art
computational intelligence and decision making approaches, some of which are
Artificial Neural Networks, Fuzzy Logic, ANFIS, GA, ICA and hybridized
techniques. |
List of top 5 publications in the last 5 years |
2.
Taghavifar, H., Mardani, A. 2014. On the
modeling of energy efficiency indices of agricultural tractor driving wheels
applying adaptive neuro-fuzzy inference system. Journal of Terramechanics
(Elsevier)- Accepted. 3. Taghavifar, H., Mardani,
A. 2014. Prognostication of energy consumption and greenhouse gas (GHG)
emissions analysis of apple production in West Azarbayjan of Iran using
Artificial Neural Network. Journal of Cleaner Production (Elsevier)- Minor
Revision 4. Taghavifar,
H., Taghavifar, H., Mardani,
A., Mohebbi, A. A numerical investigation
on the wall heat flux in a DI diesel engine fueled with n-heptane using a
coupled CFD and ANN approach. Fuel –Minor Revision 5.
Taghavifar, H., Mardani, A. 2014. Energy
consumption analysis of wheat production in West Azarbayjan utilizing life
cycle assessment (LCA). Renewable Energy (Elsevier)-Accepted Manuscript 6. Taghavifar,
H., Mardani, A., Mohebbi, A., &
Taghavifar, H. (2014). Investigating the effect of combustion properties on the
accumulated heat release of DI engines at rated EGR levels using the ANN
approach. Fuel. 137: 1-10. 7. Taghavifar, H.,Mardani, A., Karim-Maslak, H.
Multi-criteria
optimization model to investigate the energy waste of off-road vehicles
utilizing soil bin facility, Energy (2014(73, 14:
762-770
9. Taghavifar, H., Mardani, A.
Wavelet neural network applied for prognostication of contact pressure between
soil and driving wheel, Information Processing in Agriculture (2014); 10.1016/j.inpa.2014.05.002 10.
Taghavifar, H., Taghavifar, H., Mardani,
A., Mohebbi, A. Modeling the impact of in-cylinder combustion parameters of DI
engines on soot and NOx emissions at rated EGR levels using ANN approach; Energy
Convers Manage (2014), 87, 1-9 11. Taghavifar,
H., Taghavifar, H., Mardani,
A., Mohebbi, A., Exhaust emissions prognostication for DI diesel group-hole
injectors using a supervised artificial neural network approach, Fuel 2014; 125:81-89. 12. Taghavifar, H., Mardani,
A. Applying a supervised ANN approach to the prognostication of driven wheel
energy efficiency indices, Energy 2014; 68: 651-657. 13. Taghavifar, H., Mardani,
A. Analyses of energy dissipation of run-off-road wheeled vehicles utilizing
controlled soil bin facility environment, Energy 2014;66:973-980. 14. Taghavifar, H., Mardani,
A.A comparative trend in forecasting ability of artificial neural networks and
regressive support vector machine methodologies for energy dissipation modeling
of off-road vehicles, Energy 2014;66:569-576. 15. Taghavifar, H., Mardani,
A. Prognostication of vertical stress transmission in soil profile by adaptive
neuro-fuzzy inference system based modeling approach, Measurement
2014;50:152-159. 16. Taghavifar, H.,
Mardani, A. Net traction of a driven wheel as affected by
slippage, velocity and wheel load. Journal of the Saudi Society of Agricultural
Sciences (2013), http://dx.doi.org/10.1016/j.jssas.2013.11.002 17. Taghavifar, H., Mardani,
A., Fuzzy logic system based prediction effort: A case study on the
effects of tire parameters on contact area and contact pressure. Applied Soft
Computing-Elsevier (2014)14(c): 390-396 18. Taghavifar, H., Mardani, A., Potential of
functional image processing technique for the measurements of contact area and
contact pressure of a radial ply tire in a soil bin testing facility. Measurement-Elsevier (2013) 46(10); 4038-4044 19. Taghavifar, H., Mardani,
A., Taghavifar, L., A hybridized artificial neural network and imperialist
competitive algorithm optimization approach for prediction of soil compaction
in soil bin facility. Measurement-Elsevier (2013)- Pages
2288-2299. 20. Taghavifar, H.,Mardani,
A., Karim-Maslak, H., Kalbkhani, H. Artificial Neural Network estimation of
wheel rolling resistance in clay loam soil. Applied Soft Computing-Elsevier
(2013), Pages 3544-3551. 21. Taghavifar, H., Mardani,
A. A knowledge based Mamdani fuzzy logic prediction of the
motion resistance coefficient in a soil bin facility for clay loam soil. Neural
Computing and Applications-Springer (2013): 23(1):293-302 22. Taghavifar, H., Mardani, A. Investigating
the effect of velocity, wheel load and inflation pressure on rolling resistance
of radial ply tire. Journal of Terramechanics-Elsevier (2013); 99-106 23. Taghavifar, H., Mardani,
A. Use of artificial neural networks for estimation of
agricultural wheel traction force in soil bin. Neural Computing and
Applications-Springer 24.6 (2014): 1249-1258 24. Taghavifar, H., Mardani, A. Application of
artificial neural networks for the prediction of traction performance
parameters. JSSAS-Elsevier (2014); 13(1), 35-43 25. Taghavifar, H., Mardani, A.2014. Effect of velocity,
wheel load and multipass on soil compaction. JSSAS-Elsevier (2013) 13(1),
57-66 26. Taghavifar, H., Mardani, A. Elahi, I. Preliminary
researches regarding the use of ANN to predict the wheel-soil interaction.
Cercetari Agronomice in Moldova, (2013) 46 (1), 5-13 |
List of top 5 academic activities during the last 5 years |
Member of Young Researchers and Elites Club of Iran Member of International Federation of Inventors Association
(Iran's Branch) Reviewer of the Journal of Vehicle System Dynamics (Taylor
& Francis Published Journal-ISI) Transactions of ASABE International Journal of Advanced Manufacturing Technology
(Springer) International Journal of Electrical Power & Energy
Systems (Elsevier) Reviewer of the Journal of Physical Review & Research
International Reviewer of Applied Soft Computing (Elsevier published
journal-ISI) Reviewer of Neural Computing and Applications (Springer
published journal- ISI) |