Modeling the effects of ultrasound power and reactor dimension on the biodiesel production yield: Comparison of prediction abilities between response surface methodology (RSM) and adaptive neuro-fuzzy inference system (ANFIS)
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DOI: 10.1016/j.energy.2016.09.028
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Cited by:
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- Pirmoradi, Neda & Ghaneian, Mohammad Taghi & Ehrampoush, Mohammad Hassan & Salmani, Mohammad Hossein & Hatami, Behnam, 2021. "The conversion of poultry slaughterhouse wastewater sludge into biodiesel: Process modeling and optimization," Renewable Energy, Elsevier, vol. 178(C), pages 1236-1249.
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- Bahman Najafi & Sina Faizollahzadeh Ardabili & Amir Mosavi & Shahaboddin Shamshirband & Timon Rabczuk, 2018. "An Intelligent Artificial Neural Network-Response Surface Methodology Method for Accessing the Optimum Biodiesel and Diesel Fuel Blending Conditions in a Diesel Engine from the Viewpoint of Exergy and," Energies, MDPI, vol. 11(4), pages 1-18, April.
- Luqman Razzaq & Muhammad Farooq & M. A. Mujtaba & Farooq Sher & Muhammad Farhan & Muhammad Tahir Hassan & Manzoore Elahi M. Soudagar & A. E. Atabani & M. A. Kalam & Muhammad Imran, 2020. "Modeling Viscosity and Density of Ethanol-Diesel-Biodiesel Ternary Blends for Sustainable Environment," Sustainability, MDPI, vol. 12(12), pages 1-20, June.
- Jiang, Yuliang & Wang, Xinli & Zhao, Hongxia & Wang, Lei & Yin, Xiaohong & Jia, Lei, 2020. "Dynamic modeling and economic model predictive control of a liquid desiccant air conditioning," Applied Energy, Elsevier, vol. 259(C).
- Morshedizadeh, Majid & Kordestani, Mojtaba & Carriveau, Rupp & Ting, David S.-K. & Saif, Mehrdad, 2017. "Application of imputation techniques and Adaptive Neuro-Fuzzy Inference System to predict wind turbine power production," Energy, Elsevier, vol. 138(C), pages 394-404.
- Naderloo, Leila & Javadikia, Hossein & Mostafaei, Mostafa, 2017. "Modeling the energy ratio and productivity of biodiesel with different reactor dimensions and ultrasonic power using ANFIS," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 56-64.
- Sina Faizollahzadeh Ardabili & Bahman Najafi & Meysam Alizamir & Amir Mosavi & Shahaboddin Shamshirband & Timon Rabczuk, 2018. "Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process of Methyl and Ethyl Esters," Energies, MDPI, vol. 11(11), pages 1-19, October.
- Mohadesi, Majid & Aghel, Babak & Maleki, Mahmoud & Ansari, Ahmadreza, 2019. "Production of biodiesel from waste cooking oil using a homogeneous catalyst: Study of semi-industrial pilot of microreactor," Renewable Energy, Elsevier, vol. 136(C), pages 677-682.
- Aghbashlo, Mortaza & Hosseinpour, Soleiman & Tabatabaei, Meisam & Dadak, Ali, 2017. "Fuzzy modeling and optimization of the synthesis of biodiesel from waste cooking oil (WCO) by a low power, high frequency piezo-ultrasonic reactor," Energy, Elsevier, vol. 132(C), pages 65-78.
- Gergo Pinter & Imre Felde & Amir Mosavi & Pedram Ghamisi & Richard Gloaguen, 2020. "COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach," Mathematics, MDPI, vol. 8(6), pages 1-20, June.
- Işık, Erdem & Inallı, Mustafa, 2018. "Artificial neural networks and adaptive neuro-fuzzy inference systems approaches to forecast the meteorological data for HVAC: The case of cities for Turkey," Energy, Elsevier, vol. 154(C), pages 7-16.
- Luqman Razzaq & Shahid Imran & Zahid Anwar & Muhammad Farooq & Muhammad Mujtaba Abbas & Haris Mehmood Khan & Tahir Asif & Muhammad Amjad & Manzoore Elahi M. Soudagar & Nabeel Shaukat & I. M. Rizwanul , 2020. "Maximising Yield and Engine Efficiency Using Optimised Waste Cooking Oil Biodiesel," Energies, MDPI, vol. 13(22), pages 1-16, November.
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Keywords
Modeling; Ultrasound reactor; Biodiesel production; RSM; ANFIS; FAME efficiency;All these keywords.
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