Oil refinery residue upgrading using ZSM-5 catalyst: statistical analysis and optimization with response surface methodology

References

• Alizad, S., E. S. Moosavi, and R. Karimzadeh. 2020. Low-temperature catalytic cracking of heavy feedstock optimized by response surface method. Journal of Chemical and Petroleum Engineering 54 (1):13–33.
   Google Scholar
• Alsobaai, A. M. 2013. Thermal cracking of petroleum residue oil using three level factorial design. Journal of King Saud University - Engineering Sciences 25 (1):21–8. doi:10.1016/j.jksues.2011.06.003.
   Google Scholar
• ASTM Standard D86. 2020. Standard test method for distillation of petroleum products and liquid fuels at atmospheric pressure.
   Google Scholar
• ASTM Standard D 482. 1995. Standard test method for ash from petroleum products.
   Google Scholar
• ASTM Standard D 562. 2010. Standard test method for consistency of paints measuring Kreb Unit (KU) viscosity using a Stormer-type viscometer.
   Google Scholar
• ASTM Standard D1160. 2018. Standard test method for distillation of petroleum products at reduced pressure.
   Google Scholar
• ASTM Standard D 4294. 2016. Standard test method for sulfur in petroleum and petroleum products by energy dispersive x-ray fluorescence spectrometer.
   Google Scholar
• ASTM Standard D 7777. 2018. Standard test method for density, relative density, or API gravity of liquid petroleum by portable digital density meter.
   Google Scholar
• Balasundram, V., K. K. Zaman, N. Ibrahim, R. M. Kasmani, R. Isha, M. K. A. Hamid, and H. Hasbullah. 2020. Optimizing the catalytic performance of Ni-Ce/HZSM-5 catalyst for enriched C6–C8 hydrocarbons in pyrolysis oil via response surface methodology. Biomass Conversion and Biorefinery 10: 1–11. doi:10.1007/s13399-020-00873-0.
   PubMed Web of Science ®Google Scholar
• Ghadai, R., k K. Kalita, S. C. Mondal, and B. P. Swain. 2018. PECVD process parameter optimization: Towards increased hardness of diamond-like carbon thin films. Materials and Manufacturing Processes 33 (16):1905–13. doi:10.1080/10426914.2018.1512114.
   Web of Science ®Google Scholar
• Hosseinpour, M., M. Soltani, A. Noofeli, and J. Nathwani. 2020. An optimization study on heavy oil upgrading in supercritical water through the response surface methodology (RSM). Fuel 271:117618, 11. doi:10.1016/j.fuel.2020.117618.
   Web of Science ®Google Scholar
• Kalita, K., I. Shivakoti, and R. K. Ghadai. 2017. Optimizing process parameters for laser beam micro-marking using genetic algorithm and particle swarm optimization. Materials and Manufacturing Processes 32 (10):1101–8. doi:10.1080/10426914.2017.1303156.
   Web of Science ®Google Scholar
• Kalita, K., P. Dey, and S. Haldar. 2019. Search for accurate RSM metamodels for structural engineering. Journal of Reinforced Plastics and Composites 38 (21–22):995–1013. doi:10.1177/0731684419862346.
   Web of Science ®Google Scholar
• Parsafard, N. 2022. Optimization of catalytic performance of Pt@HZSM-5/HMS micro/mesoporespromoted by Sn and Re for toluene total oxidation using RSM. Environmental Progress & Sustainable Energy 41 (1):e13719. doi:10.1002/ep.13719.
   Web of Science ®Google Scholar
• Nasri, Z., and M. Mozafari. 2018. Multivariable statistical analysis and optimization of Iranian heavy crude oil upgrading using microwave technology by response surface methodology (RSM). Journal of Petroleum Science and Engineering 161:427–44. doi:10.1016/j.petrol.2017.12.004.
   Web of Science ®Google Scholar
• Ragavendran, U., R. K. Ghadai, A. K. Bhoi, M. Ramachandran, and K. Kalita. 2019. Sensitivity analysis and optimization of EDM process parameters. Transactions of the Canadian Society for Mechanical Engineering 43 (1):13–25. doi:10.1139/tcsme-2018-0021.
   Web of Science ®Google Scholar
• Safari, S., M. Ebrahiminejad, and R. Karimzadeh. 2019. Vacuum residue upgrading by pyrolysis-catalysis procedure over mesoporous ZSM-5 zeolite. Journal of Oil, Gas and Petrochemical Technology 6 (1):51–62.
   Google Scholar
• Song, G., D. Xue, J. Xue, and F. Li. 2017. Synthesis and catalytic characterization of ZSM-5 zeolite with uniform mesopores prepared in the presence of a novel organosiloxane. Microporous and Mesoporous Materials 248:192–203. doi:10.1016/j.micromeso.2017.04.027.
   Web of Science ®Google Scholar
• Song, G., W. Chen, P. Dang, S. Yang, Y. Zhang, Y. Wang, R. Xiao, R. Ma, and F. Li. 2018. Synthesis and characterization of hierarchical ZSM-5 zeolites with outstanding mesoporosity and excellent catalytic properties. Nanoscale Research Letters 13 (1):364–413. doi:10.1186/s11671-018-2779-8.
   PubMedGoogle Scholar
• Tibadia, R., K. Patwardhan, D. Shah, D. Shinde, R. Chaudhari, and K. Kalita. 2018. Experimental investigation on hole quality in drilling of composite pipes. Transactions of the Canadian Society for Mechanical Engineering 42 (2):147–55. doi:10.1139/tcsme-2017-0045.
   Web of Science ®Google Scholar