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Original Articles

Pareto based multi-objective optimization of a cyclone vortex finder using CFD, GMDH type neural networks and genetic algorithms

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Pages 105-118 | Received 19 Apr 2010, Accepted 02 Feb 2011, Published online: 05 Jul 2011

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Jianping Zhang, Zhenting Zha, Peng Che, Honglei Ding & Weiguo Pan. (2020) Charging effect on separation performance of outer vortex type cyclone for submicron particles at different operating parameters. Particulate Science and Technology 38:5, pages 596-604.
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Donggeun Park, Jemyung Cha, Moonjeong Kim & Jeung Sang Go. (2020) Multi-objective optimization and comparison of surrogate models for separation performances of cyclone separator based on CFD, RSM, GMDH-neural network, back propagation-ANN and genetic algorithm. Engineering Applications of Computational Fluid Mechanics 14:1, pages 180-201.
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Articles from other publishers (21)

Arjun Kumar Pukkella, Jan Cilliers & Kathryn Hadler. (2024) Design of parabolic conic gas cyclones for coarse particle classification: A CFD study with Response Surface Methodology. Powder Technology 433, pages 119217.
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Suci Ramayanti, Arip Syaripudin Nur, Mutiara Syifa, Mahdi Panahi, Arief Rizqiyanto Achmad, Sungjae Park & Chang-Wook Lee. (2022) Performance comparison of two deep learning models for flood susceptibility map in Beira area, Mozambique. The Egyptian Journal of Remote Sensing and Space Science 25:4, pages 1025-1036.
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Bingtao Zhao, Weifeng Qian, Huimei Li & Yaxin Su. (2022) Cyclone pressure drop reduction and its effect on gas–particle separation capability: principle, performance, and assessment. Reviews in Chemical Engineering 38:8, pages 1045-1063.
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Hamed Safikhani, Mohammad Rafiee & Dariush Ashtiani. (2021) Numerical study of flow field in new design cyclones with different wall temperature profiles: Comparison with conventional ones. Advanced Powder Technology 32:9, pages 3268-3277.
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Mohammad Reza Seyedi & Abolfazl Khalkhali. (2020) A Study of Multi-Objective Crashworthiness Optimization of the Thin-Walled Composite Tube under Axial Load. Vehicles 2:3, pages 438-452.
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S. Venkatesh, R. Suresh Kumar, S.P. Sivapirakasam, M. Sakthivel, D. Venkatesh & S. Yasar Arafath. (2020) Multi-objective optimization, experimental and CFD approach for performance analysis in square cyclone separator. Powder Technology 371, pages 115-129.
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Wei Gao, Abdulrahman Saad Alqahtani, Azath Mubarakali, Dinesh Mavaluru & Seyedamirhesam khalafi. (2019) Developing an innovative soft computing scheme for prediction of air overpressure resulting from mine blasting using GMDH optimized by GA. Engineering with Computers 36:2, pages 647-654.
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Halil I. Erol, Oguz Turgut & Rahmi Unal. (2019) Experimental and numerical study of Stairmand cyclone separators: a comparison of the results of small-scale and large-scale cyclones. Heat and Mass Transfer 55:8, pages 2341-2354.
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Wei Zhang, Linlin Zhang, Jingxuan Yang, Xiaogang Hao, Guoqing Guan & Zhihua Gao. (2019) An experimental modeling of cyclone separator efficiency with PCA-PSO-SVR algorithm. Powder Technology 347, pages 114-124.
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Mohammad Arjomandi Rad & Abolfazl Khalkhali. (2018) Crashworthiness multi-objective optimization of the thin-walled tubes under probabilistic 3D oblique load. Materials & Design 156, pages 538-557.
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Hamed Safikhani, Javid Zamani & Mohammadreza Musa. (2018) Numerical study of flow field in new design cyclone separators with one, two and three tangential inlets. Advanced Powder Technology 29:3, pages 611-622.
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Wang Wei, Yu Jiu-yang, Zheng Xiao-tao, Lu Xia & Lin Wei. (2017) A New Method for Predicting the Hydrocyclone Efficiency with the Light Dispersed Phase. Energy Procedia 105, pages 4428-4435.
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Hamed Safikhani. (2016) Modeling and multi-objective Pareto optimization of new cyclone separators using CFD, ANNs and NSGA II algorithm. Advanced Powder Technology 27:5, pages 2277-2284.
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Abolfazl Khalkhali, Majid Mostafapour, Seyed Mohamad Tabatabaie & Behnam Ansari. (2016) Multi-objective crashworthiness optimization of perforated square tubes using modified NSGAII and MOPSO. Structural and Multidisciplinary Optimization 54:1, pages 45-61.
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Abolfazl Khalkhali, Morteza Sarmadi, Sharif Khakshournia & Nariman Jafari. (2016) Probabilistic multi-objective optimization of a corrugated-core sandwich structure. Geomechanics and Engineering 10:6, pages 709-726.
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Mohammad Hassan Shojaeefard, Abolfazl Khalkhali & Alireza Firouzgan. (2016) Multi-objective optimization of a natural aspirated three-cylinder spark ignition engine using modified non-dominated sorting genetic algorithm and multicriteria decision making. Journal of Renewable and Sustainable Energy 8:2.
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Hamed Safikhani & Pegah Mehrabian. (2016) Numerical study of flow field in new cyclone separators. Advanced Powder Technology 27:2, pages 379-387.
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Khairy Elsayed. (2015) Design of a novel gas cyclone vortex finder using the adjoint method. Separation and Purification Technology 142, pages 274-286.
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Abolfazl Khalkhali. (2015) Best compromising crashworthiness design of automotive S-rail using TOPSIS and modified NSGAII. Journal of Central South University 22:1, pages 121-133.
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Hui Zhang, Xiangnan Liu, Erli Cai, Gang Huang & Chao Ding. (2013) Integration of dynamic rainfall data with environmental factors to forecast debris flow using an improved GMDH model. Computers & Geosciences 56, pages 23-31.
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Khairy Elsayed & Chris Lacor. (2013) The effect of cyclone vortex finder dimensions on the flow pattern and performance using LES. Computers & Fluids 71, pages 224-239.
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