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Polymerization of propylene with Ziegler–Natta catalyst: optimization of operating conditions by response surface methodology (RSM)

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Abstract

Optimization of operational conditions for the polymerization of propylene with Ziegler–Natta catalyst was carried out via RSM. Response surface methodology (RSM) based on a three-level, four-variable Box–Behnken design was used to evaluate the interactive effects of reaction conditions such as reaction temperature (60–80 °C), monomer pressure (5–8 bar), hydrogen volume (130–170 mL), and cocatalyst to catalyst ratio (Al/Ti, 340–500) on the catalyst activity and melt flow rate (MFR). The optimum reaction conditions derived via RSM were: temperature 70 °C, pressure 8 bar, hydrogen volume 151 mL, and cocatalyst to catalyst ratio 390. The experimental catalyst activity and MFR were 8 g polypropylene/mg catalyst and 10.9 g/10 min, respectively, under optimum conditions. Optimum values were determined from process cost point of view and offered better operational conditions.

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References

  1. Soroush M, Kravaris C (1992) Nonlinear control of a batch polymerization reactor: an experimental study. AIChE J 38:1429–1448

    Article  CAS  Google Scholar 

  2. Lundstedt T, Seifert E, Abramo L, Thelin B, Nyström A, Pettersen J, Bergman R (1998) Experimental design and optimization. Chemometr Intell Lab Syst 42:3–40

    Article  CAS  Google Scholar 

  3. Mason RL, Gunst RF, Hess JL (2003) Statistical design and analysis of experiments with application to engineering and science, 2nd edn. Wiley, New York

    Google Scholar 

  4. Bezerra MA, Santelli RE, Oliveira EP, Villar LS, Escaleira LA (2008) Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta 76:965–977

    Article  CAS  Google Scholar 

  5. Myers RH, Montgomery DC, Anderson CM (2009) Response surface methodology, process and product optimization using designed experiments, 3rd edn. Wiley, Hoboken, NJ

    Google Scholar 

  6. Khuri AI (2006) Response surface methodology and related topics. World Scientific Publishing Co, Pte. Ltd., Singapore

    Book  Google Scholar 

  7. Hanrahan G, Lu K (2006) Application of factorial and response surface methodology in modern experimental design and optimization. Crit Rev Anal Chem 36:141–151

    Article  CAS  Google Scholar 

  8. Aktas N, Boyaci IH, Mutlu M, Tanyolac A (2006) Optimization of lactose utilization in deproteinated whey by Kluyveromyces marxianus using response surface methodology RSM. Bioresour Technol 97:2252–2259

    Article  CAS  Google Scholar 

  9. Otto M (1999) Chemometrics: statistics and computer application in analytical chemistry. Wiley-VCH, Weinheim

    Google Scholar 

  10. Ferreira SLC, Bruns RE, Ferreira HS, Matos GD, David JM, Brandão GC, da Silva EGP, Portugal LA, dos Reis PS, Souza AS, dos Santos WNL (2007) Box-Behnken design: an alternative for the optimization of analytical methods. Anal Chim Acta 597:179–186

    Article  CAS  Google Scholar 

  11. Ghafari S, Aziz HA, Isa MH, Zinatizadeh AA (2009) Application of response surface methodology (RSM) to optimize coagulation–flocculation treatment of leachate using poly-aluminum chloride (PAC) and alum. J Hazard Mater 163:650–656

    Article  CAS  Google Scholar 

  12. Kissin YV (2008) Alkene polymerization reactions with transition metal catalysts. Elsevier, Amsterdam

    Google Scholar 

  13. Pater TM, Weickert G, Van Swaaij PM (2003) Polymerization of liquid propylene with a fourth-generation Ziegler–Natta catalyst: influence of temperature, hydrogen, monomer concentration, and prepolymerization method on powder morphology. J Appl Polym Sci 87:1421–1435

    Article  CAS  Google Scholar 

  14. Kissin YV, Ohnishi R, Konakazawa T (2004) Propylene polymerization with titanium-based Ziegler-Natta catalysts: effects of temperature and modifiers on molecular weight, molecular weight distribution and stereospecificity. Macromol Chem Phys 205:284–301

    Article  CAS  Google Scholar 

  15. Kissin YV, Mink RI, Nowlin TE, Brandolini AJ (1999) Kinetics and mechanism of ethylene homopolymerization and copolymerization reactions with heterogeneous Ti-based Ziegler–Natta catalysts. Top Catal 7:69–88

    Article  CAS  Google Scholar 

  16. Kaminsky W (1999) Metalorganic catalysts for synthesis and polymerization. Springer, Berlin

    Book  Google Scholar 

  17. Kissin YV, Rishina LA (2002) Hydrogen effects in propylene polymerization reactions with titanium-based Ziegler–Natta catalysts. I. Chemical mechanism of catalyst activation. J Polym Sci Part A: Polym Chem 40:1353–1365

    Article  CAS  Google Scholar 

  18. Belelli PG, Eberhardt A, Dos Santos JHZ, Ferreira ML, Damiani DE (2003) In: Pandalai SG (ed) Recent research developments in polymer science, vol 7. Transworld Research Network, Kerala, India, p 223

  19. Kissin YV, Rishina LA, Vizen EI (2002) Hydrogen effects in propylene polymerization reactions with titanium-based Ziegler–Natta catalysts. II. Mechanism of the chain-transfer reaction. J Polym Sci Part A: Polym Chem 40:1899–1911

    Article  CAS  Google Scholar 

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Correspondence to Hassan Arabi.

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Nassiri, H., Arabi, H., Hakim, S. et al. Polymerization of propylene with Ziegler–Natta catalyst: optimization of operating conditions by response surface methodology (RSM). Polym. Bull. 67, 1393–1411 (2011). https://doi.org/10.1007/s00289-011-0568-y

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  • DOI: https://doi.org/10.1007/s00289-011-0568-y

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