Ahmad Banakar
Associate Professor
Speciality: Mechatronics & Intelligent Systems
  • BS/BA: Electrical Engineering - Electronic
  • MS: Electrical Engineering - Control
  • PhD: Electrical Engineering - Neuro Fuzzy Systems
  • Phone: 48292302
  • Fax: 48292200
  • Email: ah_banakar@modares.ac.ir
  • Address: School of Agriculture, Tarbiat Modares University
  • Resume Download
 

Journal Papers collection:

1-       Isa Hazbavi, M. H. Khoshtaghaza, Ahmad Banakar, Mostaan “Effect of Storage Duration on Some Physical Properties of Date palm (cv. Stamaran)”, Journal of the Saudi Society of Agricultural Sciences-Elsevier, (Online)
 
2-       N. Behroozi Khazaei, T. Tavakoli Hashjin, Hassan Ghassemian, M. H. Khoshtaghaza, Ahmad Banakar, “Applied machine vision and artificial neural network for modeling and controlling of the grape drying process”, Computers and Electronics in Agriculture-Elsevier, Vol. 98, 2013, pp. 205-213
 
3-       N. Behroozi Khazaei, T. Tavakoli Hashjin, Hassan Ghassemian, M. H. Khoshtaghaza, Ahmad Banakar, “Applied Machine Vision for Modeling of Grape Drying Process”, Journal of Agricultural Science and Technology (JAST), Vol. 15, 2013, 1095-1106.
 
4-       Mehdi Montazeri, Ahmad Banakar, Barat Ghobadian, “Design and Evaluation of a New Absorber Plate for Cascade Solar Still”, Technical Journal of Engineering and Applied Sciences, 3(15), 1666-1675
 
5-       Meghdad Khazaee, Hojjat Ahmadi, Mahmoud Omid, Ahmad Banakar, Ashkan Moosavian, “ Feature-level fusion based on wavelet transform and artificial neural network for fault diagnosis of planetary gearbox using acoustic and vibration signals”, Insight - Non-Destructive Testing and Condition Monitoring (The Journal of The British Institute of Non-Destructive Testing), Vol. 55 No. 6 June 2013.
 
6-       B. Mostafaei, B. Ghobadian, M. Barzegar, Ahmad Banakar, “Optimization of Ultrasonic Reactor Geometry for Biodiesel Production Using Response Surface Methodology”, Journal of Agricultural Science and Technology (JAST), Vol. 15, No. 4, July 2013 (Accepted)
 
7-       Ahmad Banakar, S. R. Karimi Akandi, “Genetic Algorithm Optimizing Approach in Rosa Petals Hot Air Dryer”, International Journal of Agricultural and Food Science, Volume 2, Issue 3, 2012, pp. 60-65.
 
8-       Ali Motevali, Safoora Younji, Reza Amiri Chayjan, Nahid Aghilinategh, Ahmad Banakar, “Drying Kinetics of Dill Leaves in Convective Dryer”, International Agrophysics, Volume 27, Nu. 1, 2013 (Accepted).
 
9-       Alireza Mahdavian, Ahmad Banakar, Mohsen Beigi, Mahmoud Tavakoli, Hemad Zareiforoush, “Modeling of Some Important Mechanical Properties of Barley Straw using Fuzzy Logic”, Science Series Data Report, Volume 4, No. 6, 2012, pp. 77-88
 
10-   Ahmad Banakar, M. F. Azeem, “Local Recurrent Sigmoidal-Wavelet Neurons in Feed-Forward Neural Network for Forecasting of Dynamic Systems: Theory”, Applied Soft Computing - Elsevier, Volume 12, Issue 3, March2012, pp. 1187-1200.
 
11-   Ahmad Banakar, M. F. Azeem, “ParameterIdentification of TSK Neuro-Fuzzy Models”, Fuzzy Sets and Systems - Elsevier, Volume 179, Issue 1, May2011, pp. 62-82
 
12-   Ahmad Banakar, “Lyapunov Stability Analysis of Gradient Descent Learning Algorithm in Network Training”, ISRN Applied Mathematics, Volume 2011, May,  doi:10.5402/2011/145801
 
13-   Ahmad Banakar, M. F. Azeem, “Wavelet Neuro-Fuzzy Model with Hybrid Learning Algorithm of Gradient Descent and Genetic Algorithm”, International Journal of Wavelets, Multiresolution and Information Processing, World Scientific, Volume 9, Issue 2, March 2011, pp. 333-359
 
14-   Ahmad Banakar, M.F. Azeem, Vinod Kumar, “Comparative Study of Wavelet Based Neural Network and Neuro-Fuzzy Systems”, International Journal of Wavelets, Multiresolution and Information Processing, World Scientific, Volume  5, No  6, November 2007, pp. 879-906
 
 
Conference Papers Collection:
 
1.       Ahmad Banakar, Naser Behrouzi Khazei, Jalal Khodaei, “Sorting Figs Based on Co-occurrence Texture Properties and Neural Networks”, International Conference of Agricultural Engineering CIGR-AgEng (CIGR 2012) / International workshop on Computer Image Analysis in agriculture, Valencia, Spain, July 8-12, 2012
2.       Sayed R. Karimi Akandi, Ahmad Banakar, “A Genetic Algorithm Approach in Hot Air Drying Optimization of Rosa Petals Based on Neural Network Modelling”, International Conference of Agricultural Engineering CIGR-AgEng (CIGR 2012), Valencia, Spain, July 8-12, 2012
3.       Ahmad Banakar, Ebrahim TaqiNejad, “Effective of Fan belt and Water Radiator in Diesel Engine Temperature”, International Conference on Emerging Trends in Engineering and Technology (ICETET-2010), Goa, India, November, 19-21, 2010
4.       M. F. Azeem, Ahmad Banakar, “Recurrent Sigmoid-Wavelet Neurons for Forecasting of Dynamic Systems”, IEEE International Conference. on Information Reuse and Integration, Hilton Hotel, Las Vegas, USA, August, 13-15, 2007
5.       Ahmad Banakar, M. F. Azeem, “A Comparison Study of Different Types of Non-Orthogonal Wavelet in Neuro-Fuzzy Model based on Time Series Forecasting”, International Conference on Intelligent Systems & Networks IISN-2007, COMPUTATIONAL INTELLIGENCE LAB (CI-LAB), SOCIETY FOR EDUCATION AND RESEARCH (SER), Jagadhri-135003, Distt. Yamuna Nagar, Haryana (INDIA), February, 2007
6.       Ahmad Banakar, M. F. Azeem, “Parameter Estimation of Neuro-Fuzzy Model by Parallel and Series-Parallel Identification Configurations”, FUZZ-IEEE 2007, London, UK, July 2007
7.       M.F. Azeem, Ahmad Banakar, Vinod Kumar, “Comparative Study of Different Types of Wavelet Functions in Neural Network”, IEEE World Congress on Computational Intelligence (WCCI2006)-International Joint Conference on Fuzzy System (FUZZ-IEEE 2006), Neural Networks (IJCNN2006) and Evolutive Computation (CEC 2006), Vancouver, BC, Canada, 16-21 July 2006.
8.       Ahmad Banakar, M. F. Azeem, “Generalized Wavelet Neural Network Model and its Application in Time Series Prediction”, IEEE World Congress on Computational Intelligence (WCCI2006)-International Joint Conference on Fuzzy System (FUZZ-IEEE 2006), Neural Networks (IJCNN2006) and Evolutive Computation (CEC 2006), Vancouver, BC, Canada, 16-21 July 2006.
9.       Ahmad Banakar, M. F. Azeem, “Generalized Wavelet Neuro-Fuzzy Model and its Application in Time Series Forecasting", 2nd Symposium on Evolving Fuzzy Systems, Ambelside, Lake Discrict, UK , 07-09 September, 2006.
10.    Ahmad Banakar, M.F. Azeem, " Input Selection Based on TSK Fuzzy Model and Modified Mountain Clustering", IEEE IS’06; 3rd IEEE Conference On Intelligent Systems, University of Westminster, London, UK, 04-06 September 2006.
11.       Ahmad Banakar, M.F. Azeem, “Identification and prediction of nonlinear dynamical plants Based on TSK fuzzy model and Wavelet Neuro-Fuzzy model”, IEEE IS’06; 3rd IEEE Conference On Intelligent Systems, of Westminster, London, UK, 04-06 September 2006.
12.       Ahmad Banakar, M.F.Azeem, “A New Artificial Wavelet Neural Network and its Application in Wavelet Neuro-Fuzzy”, IEEE IS’06; 3rd IEEE Conference On Intelligent Systems, University of Westminster, London, UK, 04-06 September 2006.
13.    Ahmad Banakar, M.F. Azeem, " Comparative Study of Different Type of Wavelet in Artificial Wavelet Neuro -Fuzzy Model", 2006 IEEE Mountain Workshop on Adaptive and Learning Systems (SMCals/06), USA