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Numerical sensitivity analysis of temperature-dependent reaction rate constants for optimized thermal conversion of high-density plastic waste into combustible fuels
Authors:Muhammad Irfan  Rao Adeel Un Nabi  Hammad Hussain  Muhammad Yasin Naz  Shazia Shukrullah  Hassan Abbas Khawaja  Saifur Rahman  Faisal Althobiani
Affiliation:1. Electrical Engineering Department;2. College of Engineering, Najran University, Najran, Saudi Arabia

Contribution: Conceptualization, Funding acquisition;3. Department of Physics, University of Agriculture Faisalabad, Faisalabad, Pakistan

Contribution: Data curation, Writing - original draft;4. Department of Agricultural Engineering, Faculty of Agricultural Engineering & Technology, University of Agriculture Faisalabad, Faisalabad, Pakistan

Contribution: Formal analysis, Writing - review & editing;5. Department of Physics, University of Agriculture Faisalabad, Faisalabad, Pakistan;6. Department of Physics, University of Agriculture Faisalabad, Faisalabad, Pakistan

Contribution: Methodology, Project administration;7. Department of Automation and Process Engineering, UiT The Arctic University of Norway, Tromsø, Norway

Contribution: Formal analysis, Software;8. College of Engineering, Najran University, Najran, Saudi Arabia

Contribution: ​Investigation, Writing - review & editing;9. Faculty of Maritime Studies, King Abdulaziz University, Jeddah, Saudi Arabia

Contribution: Validation, Writing - review & editing

Abstract:The use of experimental rate constants for producing a high yield of liquid fuels from the pyrolysis of plastic waste is not widely accepted owing to a lack of compatibility between the different kinetic rate constants responsible for successful conversion reactions. In R software, the Arrhenius law can forecast the ideal combination of reaction rate constants and frequency factors and then perform sensitivity analysis on individual rate constants to estimate the selectivity and quantity of primary pyrolysis products. Sensitivity analysis is a way of determining the effectiveness of individual rate constants in the reaction. This research element is currently lacking in the literature for the cost-effective valorization of plastics into combustible fuels. We are the first to use R software to perform sensitivity analysis on specific rate constants by reducing or raising their initial values to a point where maximum oil yield is attainable in the temperature range of 340–370°C. The primary focus was to save time and cost of extracting empirical rate constants from experiments to produce commercial-scale pyrolytic oil. The H-abstraction, chain fission, polymerization, and scission reactions were chosen due to the high availability of free radicals for maximum oil production. The oil recovery rate improved drastically to 90% at the end of processing time, while the number of by-products gradually decreased. The k8 rate constant driven reaction is the best-suited condition for industrial-scale pyrolysis of high-density plastics into liquid fuels, with 74% improvement in oil production and 14% improvement in light wax during sensitivity analysis.
Keywords:numerical analysis  polyethylene  rate reactions  sensitivity analysis  thermal pyrolysis
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