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Dr Hadi Fattahi

Associate Professor

fattahi fill 331x256 

Ph.D.            Rock Mechanics Engineering, Shahid Bahonar University of Kerman (UK) , Iran (2009- 2013)

M.Sc.:          Rock Mechanics Engineering, Isfahan University of Technology (IUT) , Iran (2007- 2009)

B.Sc.:           Exploitation Engineering, Yazd University (YU) , Iran (2002- 2006)

Phone:         +988633400793, Fax: + 988633400793
Email:          This email address is being protected from spambots. You need JavaScript enabled to view it.
Address:      Arak University of Technology, Daneshgah St., Arak, Iran. Post Code: 38181-41167

Dr Hadi Fattahi

Associate Professor

fattahi fill 331x256 

Ph.D.            Rock Mechanics Engineering, Shahid Bahonar University of Kerman (UK) , Iran (2009- 2013)

M.Sc.:          Rock Mechanics Engineering, Isfahan University of Technology (IUT) , Iran (2007- 2009)

B.Sc.:           Exploitation Engineering, Yazd University (YU) , Iran (2002- 2006)

Phone:         +988633400793, Fax: + 988633400793
Email:          This email address is being protected from spambots. You need JavaScript enabled to view it.
Address:      Arak University of Technology, Daneshgah St., Arak, Iran. Post Code: 38181-41167

Research Interests

Application of computational intelligence and swarm intelligence in geomechanics

Application of reliability methods in geomechanics

In situ tests and instrumentation in geomechanics

Tunneling and underground spaces

Professional Experiences

Member of the IRSRM (Iranian Society of Rock Mechanics)

Member of the IRSPG (Iranian Society of Petroleum Geomechanics)

Member of the IRSME (Iranian Society of Mining Engineering)

Member of the IMEO (Iranian Mining Engineering Organization-Markazi Province)

Selected Publications

Journal Papers

Fattahi, H., Moradi, A., 2018. A new approach for estimation of the rock mass deformation modulus: a rock engineering systems-based model. Bulletin of engineering geology and the environment 77, 363-374.

Babanouri, N., Fattahi, H., 2018. Evaluating orthotropic continuum analysis of stress wave propagation through a jointed rock mass. Bulletin of engineering geology and the environment 72, 725-733.

Fattahi, H., 2018. Applying rock engineering systems to evaluate shaft resistance of a pile embedded in rock. Geotechnical and Geological Engineering, 36(5), Page 3269–3279.

Karimpouli, S., Fattahi, H., 2018. Estimation of P-and S-wave impedances using Bayesian inversion and adaptive neuro-fuzzy inference system from a carbonate reservoir in Iran. Neural Computing and Applications 29, 1059-1072.

Babanouri, N., Fattahi, H., 2018. Constitutive modeling of rock fractures by improved support vector regression. Environmental earth sciences 77, 243.

Fattahi, H., Babanouri, N., Varmazyari, Z 2018. A Monte Carlo simulation technique for assessment of earthquake-induced displacement of slopes. Journal of Mining and Environment, 9(4), Page 959-966, ISI indexed

Fattahi, H., Babanouri, N., 2018. RES-Based Model in Evaluation of Surface Settlement Caused by EPB Shield Tunneling. Indian Geotechnical Journal, 1-7. In press.

Fattahi, H., 2018. An Estimation of Required Rotational Torque to Operate Horizontal Directional Drilling Using Rock Engineering Systems. Journal of Petroleum Science and Technology 8, 82-96.

Fattahi H, Varmaziyarii Z, Yousefirad M., 2018. Using a combination method of statistical and probabilistic for prediction of shear wave velocity in a carbonate reservoir, Iranian Journal of Mining Engineering (IRJME), 13: 25-35. (In Persian).

Fattahi, H., Bazdar, H., 2017. Applying improved artificial neural network models to evaluate drilling rate index. Tunnelling and Underground Space Technology 70, 114-124.

Fattahi, H., 2017. Applying soft computing methods to predict the uniaxial compressive strength of rocks from schmidt hammer rebound values. Computational Geosciences 21, 665-681.

Fattahi H, Varmaziyarii Z, Yousefirad M., 2017. Estimation of formation water saturation using clusteranalysis, piecewise nonlinear regression and Monte Carlo simulation in a carbonate reservoir, south-west Iran. Iranian Journal of Petroleum Geology, 11: 102-122. (In Persian).

Fattahi, H., Moradi, A., 2017. Risk Assessment and Estimation of TBM Penetration Rate Using RES-Based Model. Geotechnical and Geological Engineering 35, 365-376.

Fattahi, H., Babanouri, N., 2017. Predicting tensile strength of rocks from physical properties based on support vector regression optimized by cultural algorithm. Journal of Mining and Environment 8, 467-474.

Fattahi, H., Bayatzadehfard, Z., 2017. A comparison of performance of several artificial intelligence methods for estimation of required rotational torque to operate horizontal directional drilling. International Journal of Optimization in Civil Engineering, 7, 45-70.

Fattahi, H., Bayatzadehfard, Z., 2017. Prediction of rotational torque to operate drilling using hybrid ANN with biogeography-based optimization algorithm. Journal of Analytical and Numerical Methods in Mining Engineering 13, 59-70 (In Persian).

Fattahi, H., Babanouri, N., 2017. Applying optimized support vector regression models for prediction of tunnel boring machine performance. Geotechnical and Geological Engineering 35, 2205-2217.

Fattahi, H., 2017. Risk assessment and prediction of safety factor for circular failure slope using rock engineering systems. Environmental earth sciences 76, 224.

Fattahi, H., Bayatzadehfard, Z., 2017. Forecasting surface settlement caused by shield tunneling using ANN-BBO model and ANFIS based on clustering methods. Journal of Engineering Geology. 12, 59-88.

Fattahi, H., 2017. Prediction of slope stability using adaptive neuro-fuzzy inference system based on clustering methods. Journal of Mining and Environment 8, 163-177. ISI indexed

Fattahi, H., 2016. A hybrid support vector regression with ant colony optimization algorithm in estimation of safety factor for circular failure slope. International Journal of Optimization in Civil Engineering, 6(1): 63-75.

Fattahi, H,  Karimpouli, S. 2016, Prediction of porosity and water saturation using pre-stackseismic attributes: a comparison of Bayesian inversion and computational intelligence methods. Computational Geosciences, 20: 1075-1094.

Fattahi, H. 2016, Indirect estimation of deformation modulus of an in-situ rock mass: A ANFIS model based on grid partitioning, fuzzy c-means clustering and subtractive clustering. Geosciences Journal, 20 (5), 681-690.

Fattahi, H. 2016, Application of improved support vector regression model for prediction of deformation modulus of a rock mass. Engineering with Computers, 32: 567-580.

Fattahi, H, Askari, M. Mojedifar, S., 2016. Estimation of shear wave velocity in one Iranian hydrocarbon reservoir using conventional well logs and a new intelligence method. Journal of Advanced Applied Geology,  22, 35-43 (In Persian).

Fattahi, H. 2016. Adaptive neuro fuzzy inference system based on fuzzy c-means clustering algorithm, a technique for estimation of TBM penetration rate. International Journal of Optimization in Civil Engineering, 6(2): pp. 159-171.

Fattahi, H, A Gholami, MS Amiribakhtiar, S Moradi. 2016, Estimation of asphaltene precipitation from titration data: a hybrid support vector regression with harmony search. Neural Computing and Applications. 26(4): 789-798.

Fattahi, H. 2016. Application of soft computing methods for the estimation of roadheader performance from Schmit hammer rebound values. Journal of analytical and numerical methods in mining engineering, 6(2) 11-24.

Fattahi, H. Nazari,H, Molaghab, 2016, A. Hybrid ANFIS with ant colony optimization algorithm for prediction of shear wave velocity from a carbonate reservoir in Iran. International Journal of Mining and Geo-Engineering, 50(2), 231–238.

Fattahi, H. 2015. Prediction of earthquake induced displacements of slopes using hybrid support vector regression with particle swarm optimization. International Journal of Optimization in Civil Engineering, 5(3), 267-282.

Fattahi, H. 2015. Prediction of slope stability state for circular failure: A hybrid support vector machine with harmony search algorithm. International Journal of Optimization in Civil Engineering, 5(1), 103-115.

Fattahi, H., Farsangi, M.A.E., Shojaee, S., Mansouri, H., 2015. Selection of a suitable method for the assessment of excavation damage zone using fuzzy AHP in Aba Saleh Almahdi tunnel, Iran. Arabian Journal of Geosciences 8, 2863-2877.

Fattahi H, Shojaee S, Farsangi ME. 2013; Application of adaptive neuro-fuzzy inference system for the assessment of damaged zone around underground spaces. International Journal of Optimization in Civil Engineering. 3(4): 673-693.

Fattahi H, Shojaee S, Farsangi MAE, Mansouri H. 2013; Hybrid Monte Carlo simulation and ANFIS-subtractive clustering method for reliability analysis of the excavation damaged zone in underground spaces. Computers and Geotechnics. 54 (210-221).

Fattahi H, Farsangi ME, Shojaee S, Nekooei K, Mansouri H. 2013; Application of the hybrid harmony search with support vector machine for identification and classification of damaged zone around underground spaces. International Journal of Optimization in Civil Engineering. 3(2):345-58.

Fattahi H, Shojaee S, Farsangi ME, Mansouri H. 2013; Using Latin hypercube sampling based on the ANN-HPSOGA model for estimation of creation probability of the damaged zone around underground spaces International Journal of Optimization in Civil Engineering. 3(3):389-408.

Research Laboratories

Rock Mechanics Research Labratory

Teaching

Advanced Soil Mechanics (postgraduate)
Modeling and Simulation in Mining (postgraduate)
Applied intelligence methods (postgraduate)
Rock Mechanics 1 (undergraduate)
Rock Mechanics 2 (undergraduate)
Strength of Materials 1 (undergraduate)
Strength of Materials 2 (undergraduate)
Fluid Mechanics (undergraduate)
Application of Computer in Mining Engineering (undergraduate)
Laboratory of Rock Mechanics (undergraduate)
Drilling and Blasting (undergraduate)
Ground Control and support (undergraduate)
Shaft and Underground Excavation (undergraduate)
Slope Engineering (undergraduate)
Geotechnique (undergraduate)
Foundation (undergraduate)