2024 : 12 : 27
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Gholam Hossein Roshani

Gholam Hossein Roshani

Academic rank: Associate Professor
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Education: PhD.
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Faculty: Faculty ofٍٍ Electrical Engineering
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Research activities

Journal Papers
Application of selected methods of computational intelligence to recognition of the liquid–gas flow regime in pipeline by use gamma absorption and frequency domain feature extraction Robert Hanus, Marcin Zych, Maciej Kusy, Gholam Hossein Roshani, Ehsan Nazemi (2024)
A novel metering system consists of capacitance-based sensor, gamma-ray sensor and ANN for measuring volume fractions of three-phase homogeneous flows farhad fuladi nia, Seyed Mehdi Alizadeh, Evgeniya Ilyinichna Gorelkina, Umer Hamed Shah, Ehsan Nazemi, Ahmed Imran, Gholam Hossein Roshani, John Gurrerro (2024)
Predicting Pandemic Fatality Based on Supervised Machine Learning Methods Jamil Alshaqsi, Mohamed Borghan, Osama Drogham, Gholam Hossein Roshani, Salim Alwahabi (2024)
Simulation Study of the Application of Hilbert Transform in Two-phase Flow Parameters Measurements using Gamma-ray Absorption Gholam Hossein Roshani, Ehsan Nazemi, Robert Hanus, Marcin Zych (2023)
Using Particle Swarm Optimization and Artificial Intelligence to Select the Appropriate Characteristics to Determine Volume Fraction in Two-Phase Flows abdullah iliyasu, abdallah bensalma, Dakhkilgova Kamila Bagaudinovna, Gholam Hossein Roshani, ahmed Salma (2023)
An Experimental and Simulation Study for Comparison of the Sensitivity of Different Non-Destructive Capacitive Sensors in a Stratified Two-Phase Flow Regime mohammad hossein Shahsavari, Arian Veisi, Gholam Hossein Roshani, Ehsan Eftekhari zadeh, Ehsan Nazemi (2023)
A Methodology for Analysis and Prediction of Volume Fraction of Two-Phase Flow Using Particle Swarm Optimization and Group Method of Data Handling Neural Network abdullah iliyasu, Dakhkilgova Kamila Bagaudinovna, ahmed salama, Gholam Hossein Roshani, Kaoru Hirota (2023)
Intelligent Measurement of Void Fractions in Homogeneous Regime of Two Phase Flows Independent of the Liquid Phase Density Changes abdullah iliyasu, farhad fuladi nia, ahmed salama, Gholam Hossein Roshani, Kaoru Hirota (2023)
Experimental Study of Void Fraction Measurement Using a Capacitance-Based Sensor and ANN in Two-Phase Annular Regimes for Different Fluids Arian Veisi, mohammad hossein Shahsavari, Gholam Hossein Roshani, Ehsan Eftekhari zadeh, Ehsan Nazemi (2023)
Enhanced Multiphase Flow Measurement Using Dual Non-Intrusive Techniques and ANN Model for Void Fraction Determination shiavn mohammed, Lokman Abdulkareem, Gholam Hossein Roshani, Ehsan Eftekhari zadeh, ezadin haso (2022)
Investigation of Time-Domain Feature Selection and GMDH Neural Network Application for Determination of Volume Percentages in X-Ray-Based Two-Phase Flow Meters tzi-chia chen, Osman Taylan, seyed mehdi alizadeh, mustafa tahsin yilmaz, Ehsan Nazemi, dervis karaboga, Gholam Hossein Roshani, mohammed balubaid (2022)
Enhanced Gamma-Ray Attenuation-Based Detection System Using an Artificial Neural Network Ehsan Eftekhari zadeh, abdallah bensalma, Gholam Hossein Roshani, ahmed salama, christian spielmann, abdullah iliyasu (2022)
A miniaturizing method for designing a Gysel power divider nastaran korani, Gholam Hossein Roshani, Farzin shama (2021)
Application of Wavelet Feature Extraction and Artificial Neural Networks for Improving the Performance of Gas–Liquid Two-Phase Flow Meters Used in Oil and Petrochemical Industries siavash hoseini, Osman Taylan, Mona Abusurrah, Thangarajah Akilan, Ehsan Nazemi, Gholam Hossein Roshani, Farheen Bano, Ehsan Eftekhari zadeh (2021)
Proposing an Intelligent Dual-Energy Radiation-Based System for Metering Scale Layer Thickness in Oil Pipelines Containing an Annular Regime of Three-Phase Flow Osman Taylan, Mona Abusurrah, saba amiri, Ehsan Nazemi, Ehsan Eftekhari zadeh, Gholam Hossein Roshani (2021)
Proposing a Nondestructive and Intelligent System for Simultaneous Determining Flow Regime and Void Fraction Percentage of Gas–Liquid Two Phase Flows Using Polychromatic X-Ray Transmission Spectra saba Amiri, Peshawa Jammal Muhammad Ali, shiavn mohammed, Robert Hanus, Lokman Abdulkareem, El Mostafa Kalmoun, Ehsan Nazemi, Gholam Hossein Roshani, Ehsan Eftekhari zadeh, Adnan Alhathal Alanezi (2021)
Simulation Study of Utilizing X-ray Tube in Monitoring Systems of Liquid Petroleum Products Gholam Hossein Roshani, Peshawa Jammal Muhammad Ali, shiavn mohammed, Robert Hanus, Lokman Abdulkareem, El Mostafa Kalmoun, Ehsan Eftekhari zadeh, Ehsan Nazemi, saba Amiri, MohammadAmir Sattari, Adnan Alhathal Alanezi (2021)
Feasibility Study of Using X-ray Tube and GMDH for Measuring Volume Fractions of Annular and Stratified Regimes in Three-Phase Flows Gholam Hossein Roshani, Peshawa Jammal Muhammad Ali, shiavn mohammed, Robert Hanus, Lokman Abdulkareem, El Mostafa Kalmoun, Ehsan Eftekhari zadeh, Ehsan Nazemi, Adnan Alhathal Alanezi (2021)
Proposing a gamma radiation based intelligent system for simultaneous analyzing and detecting type and amount of petroleum by-products M. M. Roshani, giang phan, rezhna hassan faraj, Nhut-Huan Phan, Gholam Hossein Roshani, Behrooz Nazemi, Ehsan Nazemi, Enrico Corniani (2021)
Design and Construction of Zana Robot for Modeling Human Player in Rock-paper-scissors Game using Multilayer Perceptron, Radial basis Functions and Markov Algorithms maryam ghasemi, Abdolreza Roshani, Peshawa Jammal Muhammad Ali, farhad fuladi nia, Ehsan Nazemi, Gholam Hossein Roshani (2021)
Performance comparison of capacitance-based flowmeter with gamma-ray attenuation-based two-phase flowmeter for determining volume fractions in an annular flow regime’s components M. M. Roshani, giang phan, Ehsan Nazemi, Ehsan Eftekhari zadeh, Nhut-Huan Phan, Gholam Hossein Roshani, van hao doung, Nam Tran, Enrico Corniani (2021)
Evaluation of flow pattern recognition and void fraction measurement in two phase flow independent of oil pipeline’s scale layer thickness M. M. Roshani, giang phan, Peshawa Jammal Muhammad Ali, Gholam Hossein Roshani, Robert Hanus, El Mostafa Kalmoun, Ehsan Nazemi, Enrico Corniani, trung duong (2021)
Combination of X-ray tube and GMDH neural network as a nondestructive and potential technique for measuring characteristics of gas-oil–water three phase flows M. M. Roshani, giang phan, Gholam Hossein Roshani, Robert Hanus, Behrooz Nazemi, Ehsan Nazemi, Enrico Corniani (2021)
Applicability of time-domain feature extraction methods and artificial intelligence in two-phase flow meters based on gamma-ray absorption technique MohammadAmir Sattari, Gholam Hossein Roshani, Robert Hanus, Ehsan Nazemi (2021)
X-ray tube with artificial neural network model as a promising alternative for radioisotope source in radiation based two phase flowmeters M. M. Roshani, Peshawa Jammal Muhammad Ali, Gholam Hossein Roshani, Behrooz Nazemi, Enrico Corniani, Ehsan Nazemi, Nam Tran, Nhut-Huan Phan (2020)
Application of GMDH neural network technique to improve measuring precision of a simplified photon attenuation based two-phase flowmeter M. M. Roshani, mohammad amir satari, Peshawa Jammal Muhammad Ali, Gholam Hossein Roshani, Behrooz Nazemi, Ehsan Nazemi, Enrico Corniani (2020)
Improving the structure of two-phase flow meter using feature extraction and GMDH neural network mohammad amir satari, Gholam Hossein Roshani, Robert Hanus (2020)
Precise gamma based two-phase flow meter using frequency feature extraction and only one detector siavash hoseini, Gholam Hossein Roshani, saeed setayeshi (2020)
Investigation of different sources in order to optimize the nuclear metering system of gas–oil–water annular flows A. Karami, Gholam Hossein Roshani, Arezoo Khazaei, Ehsan Nazemi, Mehdi Fallahi (2020)
Miniaturized Wilkinson power divider with suppressed harmonics mohammad amin imani, Farzin shama, Gholam Hossein Roshani (2020)
Detecting of human behavioral pattern in rock, paper, scissors game using artificial intelligence maryam ghasemi, Gholam Hossein Roshani, Abdolreza Roshani (2020)
Flow regimes classi cation and prediction of volume fractions of the gas-oil-water three-phase fow using Adaptive Neuro-fuzzy Inference System Gholam Hossein Roshani, A. Karami, Ehsan Nazemi, Cesar Marques Salgado (2019)
Utilizing Features Extracted from Registered 60Co Gamma-Ray Spectrum in One Detector as Inputs of Artificial Neural Network for Independent Flow Regime Void Fraction Prediction Gholam Hossein Roshani, Ehsan Nazemi, Farzin shama (2019)
An intelligent integrated approach of Jaya optimization algorithm and neuro-fuzzy network to model the stratified three-phase flow of gas–oil–water Gholam Hossein Roshani, A. Karami, Ehsan Nazemi (2019)
Online measuring density of oil products in annular regime of gas-liquid two phase flows Gholam Hossein Roshani, sobhan roshani, Ehsan Nazemi, saeed roshani (2018)
Enhancing the performance of a dual-energy gamma ray based three-phase flow meter with the help of grey wolf optimization algorithm A. Karami, Gholam Hossein Roshani, Ehsan Nazemi, sobhan roshani (2018)
Optimization of radioactive sources to achieve the highest precision in three-phase flow meters using Jaya algorithm Gholam Hossein Roshani, A. Karami, Arezoo Khazaei, Ali Olfateh, Ehsan Nazemi, Mohammad Reza Omidi (2018)
Volume fraction determination of the annular three-phase flow of gas-oil-water using adaptive neuro-fuzzy inference system Gholam Hossein Roshani, A. Karami, Ehsan Nazemi, Farzin shama (2018)
Combination of a gamma radiation-based system and the adaptive network-based fuzzy inference system (ANFIS) for calculating the volume fraction in stratified regime of a three-phase flow Gholam Hossein Roshani, A. Karami, Ehsan Nazemi (2018)
Density and velocity determination for single-phase flow based on radiotracer technique and neural networks Gholam Hossein Roshani, R. Hanus, Arezoo Khazaei, M. Zych, Ehsan Nazemi, V. Mosorov (2018)
A novel dual-molality densitometer for gauging in annular two phase flows using radial basis function Gholam Hossein Roshani, Ehsan Nazemi (2018)
DESIGNING A SIMPLE RADIOMETRIC SYSTEM TO PREDICT VOID FRACTION PERCENTAGE INDEPENDENT OF FLOWPATTERN USING RADIAL BASIS FUNCTION Gholam Hossein Roshani, Ehsan Nazemi, Farzin shama, mohammad amin imani, salar mohammadi (2018)
Intelligent densitometry of petroleum products in stratified regime of two phase flows using gamma ray and neural network Gholam Hossein Roshani, Ehsan Nazemi (2017)
Combined application of neutron activation analysis using IECF device and neural network for prediction of cement elements Gholam Hossein Roshani, Ehsan Eftekhari zadeh, Farzin shama, A. Salehizadeh (2017)
Flow regime independent volume fraction estimation in threephase flows using dual-energy broad beam technique and artificial neural network Gholam Hossein Roshani, Ehsan Nazemi, M. M. Roshani (2017)
A high performance gas–liquid two-phase flow meter based on gamma-ray attenuation and scattering Gholam Hossein Roshani, Ehsan Nazemi (2017)
The capability of radial basis function to forecast the volume fractions of the annular three-phase flow of gas-oil-water Gholam Hossein Roshani, A. Karami, A. Salehizadeh, Ehsan Nazemi (2017)
Volume Fraction Measurement and Flow Regime Recognition in Dynamic Gas-Liquid Two Phase Flow using Gamma Ray Radiation Technique ali Fatehi, Gholam Hossein Roshani, S.A.H. Feghhi (2017)
dentification of flow regime and estimation of volume fraction independent of liquid phase density in gas-liquid two-phase flow Gholam Hossein Roshani, Ehsan Nazemi, M. M. Roshani (2017)
The Fuzzy Logic Application in Volume Fractions Prediction of the Annular Three-Phase Flows A. Karami, Gholam Hossein Roshani, A. Salehizadeh, Ehsan Nazemi (2017)
Application of Radial Basis Function in Densitometry of Stratified Regime of Liquid-Gas Two Phase Flows Gholam Hossein Roshani, Ehsan Nazemi, M. M. Roshani (2017)
A novel method for flow pattern identification in unstable operational conditions using gamma ray and radial basis function Gholam Hossein Roshani, Ehsan Nazemi, M. M. Roshani (2017)
Intelligent recognition of gas-oil-water three-phase flow regime and determination of volume fraction using radial basis function Gholam Hossein Roshani, Ehsan Nazemi, M. M. Roshani (2017)
Modeling of mechanical properties of roller compacted concrete containing RHA using ANFIS Ebrahim Khalilzadeh vahidi, Maryam Mokhtari mlekabadi, Abbas Rezaei, M. M. Roshani, Gholam Hossein Roshani (2017)
Usage of Two Transmitted Detectors with Optimized Orientation In order to Three Phase Flow Metering Ehsan Nazemi, Gholam Hossein Roshani, M. M. Roshani (2017)
Hybrid combination of multi-layer perceptron and neutron activation analysis in cement prediction Ehsan Eftekhari zadeh, Gholam Hossein Roshani (2017)
Comparison of RSM and ANN Optimization Methods in Determining Antibacterial Properties of Cotton against E. coli Mohammad Bameni Moghadam, M Montazer, Ali Nazari, Gholam Hossein Roshani, mohamad ataee (2016)
Application of artificial neural network in precise prediction of cement elements percentages based on the neutron activation analysis Ehsan Eftekhari zadeh, S.A.H. Feghhi, Gholam Hossein Roshani, Abbas Rezaei (2016)
Optimization of a method for identifying the flow regime and measuring void fraction in a broad beam gamma-ray attenuation technique Ehsan Nazemi, Gholam Hossein Roshani, S.A.H. Feghhi, saeed setayeshi, ali Fatehi, Ehsan Eftekhari zadeh (2016)
Design of a Compact Neutron Detector with Flat Response in Energy Range from 5-20 MeV Hossein Khosravinia, Mohammad Mohammadzadeh, Gholam Hossein Roshani, Faezeh Rahmani (2015)
Prediction of optimum gas mixture forhighest SXR intensity emitted by a 4kJ plasma focus device using artificial neural network Morteza Habibi, Asghar Sadighzadeh, Abbas Rezaei, Mohsen Afsharmanesh, Gholam Hossein Roshani (2015)
Prediction of the thickness of the compensator filter in radiation therapy using computational intelligence vahab dehlaghi, Mostafa Taghipour, Abbas Haghparast, Gholam Hossein Roshani, Abbas Rezaei, Gholam Reza Karimi, Ayoub Adineh-Vand, Sajjad Pashootan Shayesteh, (2014)
apprroach to the highest HXR yield in plasma focus device using adaptive neurofuzzy interface system to optimize a node configuration M. Mahtab, Mostafa Taghipour, Gholam Hossein Roshani, M. Habibi (2014)
a comparison optimization methods of response surface methodology (Rsm) radial basis function (Rbf) network and multi-layer perceptron (Mlp) for bending property of wool fabric Kiamars Fathi, Mohammad Bameni Moghadam, Gholam Hossein Roshani, mohamad ataee, Esmaeel Jafarpanah, Ali Nazari, Marzieh Ahmadi Marzdashti, Elnaz Eftekhari (2014)
Conference Papers
Analysis and interpretation of radiometric signals in a liquid-gas bubble flow Marcin Zych, Robert Hanus, marek Jaszczur, Anna Golijanek-Jędrzejczyk, Dariusz Świsulski, Gholam Hossein Roshani (2018)
Books
Theses
Signal feature extraction in time domain for measuring void fraction and Identification of two-phase flow regime Gholam Hossein Roshani, Robert Hanus, Ehsan Nazemi, MohammadAmir Sattari (2019)
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