Estabilidade de Fases em Processos Industriais de Polimerização
Transcrição
Estabilidade de Fases em Processos Industriais de Polimerização
Estabilidade de Fases em Processos Industriais de Polimerização de Eteno a Alta Pressão Gloria Meyberg Nunes Costa TESE SUBMETIDA AO CORPO DOCENTE DO PROGRAMA DE PÓSGRADUAÇÃO EM ENGENHARIA INDUSTRIAL DA UNIVERSIDADE FEDERAL DA BAHIA COMO PARTE DOS REQUISITOS NECESSÁRIOS PARA A OBTENÇÃO DO GRAU DE DOUTOR EM CIÊNCIAS EM ENGENHARIA INDUSTRIAL. Aprovada1 por: PRIMEIRA TESE DE DOUTORADO EM ENGENHARIA DO ESTADO DA BAHIA SALVADOR, BA - BRASIL SETEMBRO DE 2009 1 Por unanimidade e com distinção. De acordo com o Regimento do Programa, o conjunto de orientadores tem direito a um único voto na banca de avaliação. C837 Costa, Gloria Meyberg Nunes Estabilidade de fases em processos industriais de polimerização de eteno a alta pressão / Gloria Meyberg Nunes Costa. – Salvador, 2009. 366 f. : il. color. Orientador: Prof. Marcelo Embiruçu Prof. Silvio Alexandre Beisl Vieira de Melo Prof. Fernando Luiz Pelegrini Pessoa Tese (Doutorado) – Universidade Federal da Bahia. Escola Politécnica, 2009. 1. Polietileno. 2. Polimerização. 3. Processos químicos. I. Embiruçu, Marcelo. II. Melo, Silvio Alexandre Beisl Vieira de. III. Pessoa, Fernando Luiz Pelegrini. IV. Universidade Federal da Bahia. V. Título. CDD.: 547.7 Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Agradecimentos Em primeiro lugar gostaria de agradecer imensamente meus orientadores professores Marcelo Embiruçu, Silvio Alexandre Beisl Vieira de Melo e Fernando Luiz Pelegrini Pessoa pela maravilhosa orientação, imensa gama de conhecimento que sempre me passaram, incentivo, ajuda, dedicação, atenção e principalmente a eterna amizade que nos une meus amigos irmãos. Agradeço pela oportunidade e ajuda de transformar em realidade um sonho. Com toda certeza vocês são exemplo de dignidade do mais alto nível, são símbolo de tudo de mais maravilhoso que um ser humano possa ter. Sou eternamente grata por tudo. Agradeço a meus filhos, Tissiana, Talita e Raoni, meu marido Pedro Luiz, minhas amigas irmãs, Zunara Leite e Rosana Melo, meus amigos e amigas pelo carinho, atenção incentivo, enfim por tudo. À Fapesb pelo apoio financeiro. A Denise Sara Key pela cooperação, ajuda e atenção na correção dos textos em inglês. iii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Dedicatória Dedico esta tese a meus filhos Tissiana, Talita, Raoni e meu marido Pedro Luiz, por tudo que representam para mim. iv Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Índice Capítulo I. Introdução I.1. Motivação e importância 3 I.2. Os objetivos e a organização do trabalho realizado 5 Referências bibliográficas 8 Capítulo II. Modelagem do equilíbrio de fases em sistemas poliméricos II.1. II.1.1. Introdução Descrição sucinta da planta de PEBD (PoliEtileno de Baixa 13 15 Densidade) II.1.2. Descrição sucinta da planta de PELBD (PoliEtileno Linear de 18 Baixa Densidade) II.2. II.2.1. Revisão bibliográfica Equações de estado cúbicas e regras de mistura 24 24 II.2.1.1. Regras de mistura do tipo van der Waals 26 II.2.1.2. Regras de mistura que incorporam modelos de GE 26 II.2.1.3. Modelagem de sistemas poliméricos usando equações de 32 estado que incorporam modelos de GE II.2.2. Modelos de rede 34 II.2.2.1. Equação de Sanchez e Lacombe 36 II.2.2.2. Modelagem de sistemas poliméricos usando a equação de 38 Sanchez e Lacombe II.2.3. Modelos de perturbação 42 II.2.3.1. Equações de estado para moléculas constituídas por cadeias 42 II.2.3.2. Equações de estado para fluidos que se associam 45 II.2.3.3. Equação de estado PC-SAFT 46 II.2.3.4. Modelagem de sistemas poliméricos utilizando as equações 47 SAFT e PC-SAFT II.2.4. II.3. Estabilidade de fases Modelagem Termodinâmica 52 66 II.3.1. Modelagem do equilíbrio de fases 66 II.3.2. Equações de estado 67 II.3.2.1. Equação de estado de Soave-Redlich-Kwong 67 v Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares II.3.2.1.1. Regras de mistura 68 II.3.2.1.2. Modelo de Bogdanic e Vidal para GE 71 II.3.2.2. Equação de estado de Sanches e Lacombe 73 II.3.2.3. Equação de estado PC-SAFT 75 II.3.3. II.3.3.1. II.4. Estabilidade de fases Análise da distância do plano tangente 80 80 Conclusões 87 Referências bibliográficas 88 Capítulo III. Predição do equilíbrio líquido-vapor e do equilíbrio líquido-líquido para sistemas poliméricos: comparação de modelos de coeficiente de atividade III.1. Introduction 106 III.2. Thermodynamic models 107 III.3. Results and discussion for vapor liquid equilibrium 112 III.4. Results and discussion for liquid-liquid equilibrium 127 III.5. Conclusion 137 List of symbols 139 Greek letters 139 Superscripts 139 Subscripts 140 Abbreviations 140 References 142 Capítulo IV. Simulação da separação flash em processos industriais de polietileno: comparação das equações de estado SRK e SL IV.1. Introduction 148 IV.2. Process description 150 IV.2.1. Low-density polyethylene (LDPE) processing 150 IV.2.2. Linear low density polyethylene (LLDPE) processing 151 IV.3. Thermodynamic models 153 IV.3.1. Sanchez–Lacombe (SL) 153 IV.3.2. Soave-Redlich-Kwong equation of state 154 IV.3.3. Mixing rules 154 IV.3.3.1. van der Waals one-fluid (VDW) mixing rule [28] 154 IV.3.3.2. Wong-Sandler mixing rule 155 vi Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares IV.3.3.3. LCVM mixing rule 156 IV.3.3.4. Excess Gibbs free energy (GE) model 156 IV.4. Results and discussion 159 IV.4.1. General observations 159 IV.4.2. Assumptions used to obtain the experimental data in the 161 separation stage of the process in LDPE plant IV.4.3. Assumptions used to obtain experimental data in the separation 162 stage of the LLDPE processing plant IV.4.4. IV.4.4.1. Simulation results Binary interaction parameters of the models for simulation of 165 166 the LPS (LDPE resin) IV.4.4.2. Binary interaction parameters of the models for simulation of 168 the HPS (LDPE resin) IV.4.4.3. Binary interaction parameters of the models for simulation of 178 the IPS separator (LLDPE resin) IV.4.4.4. Comparison of the LPS overhead composition for LDPE resin 181 IV.4.4.5. Comparison of the HPS overhead and bottom compositions for 185 LDPE resin IV.4.4.6. Comparison of IPS overhead and bottom stream compositions 191 for LLDPE resin IV.4.4.7. Comparison of HPS overhead and bottom compositions for 195 LLDPE resin using parameter values estimated for LPS IV.5. Conclusions 198 List of symbols 199 Greek letters 200 Superscripts 200 Subscripts 200 References 202 Capítulo V. Modelagem do equilíbrio sólido-líquido para soluções de polietileno e poliproplileno com equações de estado V.1. Introduction 212 V.2. Thermodynamic models 214 Solubility basic equation 214 V.2.1. vii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares V.2.2. PC-SAFT equation of state 214 V.2.3. SRK equation of state 215 V.2.3.1. WS mixing rule 215 V.2.3.2. LCVM mixing rule 216 V.2.3.3. Excess Gibbs free energy model 216 Experimental data and general approach to calculate SLE 219 V.3.1. Experimental data 219 V.3.2. Polymer properties for thermodynamic models 222 V.3.3. Numerical solution procedure 223 Results and discussion for SLE at atmospheric pressure 225 V.4.1. Parameter estimation for non-associated systems 225 V.4.2. Parameter estimation for associated systems 226 V.4.3. Predictive correlations 227 Results and discussion for SLE at high pressure 229 V.5.1. Parameter estimation 229 V.5.2. Predictive correlations 230 V.5.3. Graphic analysis of solvent, pressure range, polymer molecular 235 V.3. V.4. V.5. weight and composition effects on model performance V.5.3.1. Calculations with average estimated parameters 235 V.5.3.2. Calculations with predictive correlations 236 V.5.3.3. Interpolating and extrapolating parameter correlations for systems 241 not used in parameter estimation V.6. Conclusions 244 List of symbols 246 Greek letters 247 Superscripts 247 Subscripts 247 Abbreviations 248 References 249 Appendix V.1. SLE calculations at high pressure with SRK+WS model 251 Capítulo VI. Cálculo da distância para a transição de fases em diagramas pressãotemperatura para soluções de polietileno VI.1. Introduction 259 viii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 VI.2. VI.2.1. Preliminares Mathematical model development 262 Polymer-solvent phase behavior and LLDPE process operating 262 conditions VI.2.2. Thermodynamic model 269 Calculation procedures, results and discussion 272 Binary systems 272 VI.3.1.1. Calculation procedure for the LCST, LV and LLV curves 272 VI.3.1.2. Calculation procedure for the crystallization boundary 273 VI.3.1.3. Results and discussion 274 Multicomponent systems 280 VI.3.2.1. Calculation procedure for the LCST, LV and LLV curves 280 VI.3.2.2. Calculation procedure of the crystallization boundary 282 VI.3.2.3. Results and discussion 282 Calculation of the distance from phase transition in pressure- 284 VI.3. VI.3.1. VI.3.2. VI.3.3. temperature diagrams for polyethylene solutions VI.3.4. Pressure-temperature-composition diagrams for varying polymer 289 molecular weights VI.4. Conclusions 292 List of symbols 293 Greek letters 293 Superscripts 293 Subscripts 294 Abbreviations 294 References 296 Capítulo VII. Conclusões e sugestões para trabalhos futuros VII.1. Comentários finais 302 VII.2. Sugestões para trabalhos futuros 305 Lista de símbolos e abreviaturas 307 Referências bibliográficas 308 Apêndice A. Avaliação da estabilidade de fase pelo método de Michelsen A.1 Introdução 311 A.2 Cálculos de estabilidade para hidrocarbonetos simples com a 312 equação SRK e parâmetros de interação binária nulos ix Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 A.3 Preliminares Cálculos de estabilidade para hidrocarbonetos simples com as 315 equações SRK e PC-SAFT e parâmetros de interação binária estimados A.4 Cálculos de estabilidade para sistemas poliméricos com a equação 325 PC-SAFT e parâmetros de interação binária estimados A.5 Conclusões 326 Referências bibliográficas 327 Apêndice B. Solventes com baixa temperatura crítica: procedimentos de cálculo da curva UCST em sistemas binários B.1. Introduction 330 B.2. Results and discussion 330 B.3. Conclusions 340 List of symbols 341 Subscripts 341 Abbreviations 341 References 342 x Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Lista de figuras Figura II.1. Fluxograma do processo de produção de polietileno a alta pressão 15 (HPPE). Planta de PEBD (Folie e Radosz [2]). Figura II.2. Fluxograma esquemático da planta PELBD. Polimerização em 19 solução. a) Bomba de alimentação do reator; b) Reator; c) Préaquecedor; d) Adsorverdor do catalisador; e) Separador de pressão intermediária (IPS, Intermediate Pressure Separator); f) Separador de baixa pressão (LPS, Low Pressure Separator); g) Silo; h) Trocador de calor (resfriador); i) Unidade de purificação de monômero [4]. Figura II.3. Diagrama de fases [6]. Figure III.1. Prediction of infinite dilution activity coefficients versus 22 121 experimental values for model M1. Figure III.2. Prediction of infinite dilution activity coefficients versus 121 experimental values for model M2. Figure III.3. Prediction of infinite dilution activity coefficients versus 122 experimental values for model M4. Figure III.4. Prediction of infinite dilution activity coefficients versus 122 experimental values for model M7. Figure III.5. Prediction of infinite dilution activity coefficients versus 123 experimental values for model M5. Figure III.6. Prediction of infinite dilution activity coefficients versus 123 experimental values for model M6. Figure III.7. Prediction of infinite dilution activity coefficients versus 124 experimental values for model M8. Figure III.8. Prediction of infinite dilution activity coefficients versus 124 experimental values for model M10. Figure III.9. Prediction of infinite dilution activity coefficients versus 125 experimental values for model M11. Figure III.10. Carbon number distribution error for HDPE polymer. 136 Figure IV.1. Simplified flowsheet of a LDPE plant. 151 Figure IV.2. Simplified flowsheet of a LLDPE plant. 152 xi Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Figure IV.3. Preliminares Regression of LCVM parameter λ with LDPE resin molecular 168 weight (β = Mw.10-5) for LPS. Figure IV.4. Sanchez-Lacombe parameters SL1ij and SL2ij as a function of LDPE 169 resin weight average molecular weight (Mw) and the mass ratio of polyethylene to ethylene (%Pol/%Et) for HPS, where α = log[Mw ⋅ (% Pol % Et )] . Figure IV.5. Modeling the LDPE-5: (a-top) and (b-bottom) using the normal 171 simulation (all 8 resins used in correlation estimation); (c-top) and (d-bottom) using 6 resins in the estimation of the new correlation. Figure IV.6. Modeling the LDPE-6: (a-top) and (b-bottom) using the normal 172 simulation (all 8 resins used in correlation estimation); (c-top) and (d-bottom) using 6 resins in the estimation of the new correlation. Figure IV.7. Wong-Sandler parameter WSij as a function of LDPE resin weight 176 average molecular weight (Mw) and the mass ratio of polyethylene to ethylene (%Pol/%Et) for HPS, where α = log[Mw ⋅ (% Pol % Et )] . Figure IV.8. LCVM parameter λ as a function of LDPE resin weight average 177 molecular weight (Mw) and the mass ratio of polyethylene to ethylene (%Pol/%Et) for HPS, where α = log[Mw ⋅ (% Pol % Et )] . Figure IV.9. LPS overhead composition for LDPE resin: Experimental and 182 predicted data by SL EOS. Figure IV.10. LPS overhead composition for LDPE resin: Experimental and 183 predicted data by SRK-LCVM EOS. Figure IV.11. LPS overhead composition for LDPE resin: Experimental and 184 predicted data by SRK-WS EOS. Figure IV.12. LPS overhead composition for LDPE resin: Experimental and 185 predicted data by SRK-VDW EOS. Figure IV.13. HPS overhead compositions for LDPE resin: Experimental and 187 predicted data by SL EOS. Figure IV.14. HPS bottom compositions for LDPE resin: Experimental and 188 predicted data by SL EOS. Figure IV.15. HPS bottom composition for LDPE resin: Experimental and 190 predicted data by SRK-LCVM EOS. xii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Figure IV.16. HPS bottom composition for LDPE resin: Experimental and 191 predicted data by SRK-WS EOS. Figure IV.17. IPS overhead compositions for LLDPE resin: Experimental and 192 predicted data by SL EOS. Figure IV.18. IPS bottom compositions for LLDPE resin: Experimental and 193 predicted data by SL EOS. Figure IV.19. IPS overhead compositions for LLDPE resin: Experimental and 194 predicted data by SRK-WS EOS. Figure IV.20. IPS bottom compositions for LLDPE resin: Experimental and 194 predicted data by SRK-WS EOS. Figure IV.21. HPS bottom composition for LDPE resin: Experimental and 195 predicted data by SRK-LCVM EOS with parameter λ estimated from low and high pressure plant data. Figure IV.22. HPS bottom composition for LDPE resin: Experimental and 196 predicted data by SRK-WS EOS with parameter WSij estimated from low and high pressure plant data. Figure IV.23. HPS bottom composition for LDPE resin: Experimental and 197 predicted data by SL EOS with parameters estimated from low and high pressure plant data. Figure V.1. Solid-fluid phase transitions of the polyethylene + pentane system: 235 Mw=121000, wt=5 (system 44). Figure V.2. Solid-fluid phase transitions of the polyethylene + ethylene system: 236 (a) Mw=7000, wt=2 (system 45); (b) Mw=23625, wt=2 (system 46). Figure V.3. Solid-fluid phase transitions of the polyethylene + ethane system: 237 (a) Mw=7000, wt=2 and 20 (systems 21 and 22); (b) Mw=23625, wt=2 and 20 (systems 23 and 24); (c) Mw=52000, wt=20 (system 25). Figure V.4. Solid-fluid phase transitions of the polyethylene + propane system: 239 (a) Mw=7000, wt=2 and 2.7 (systems 26 and 27); (b) Mw=7000, wt=7.4 and 17.5 (systems 28 and 29); (c) Mw=13600, wt=0.25 and 2 (systems 30 and 31); (d) Mw=13600, wt=5 and 10 (systems 32 and 33); (e) Mw=23625, wt=2 and 6.9 (systems 34 and 35); (f) Mw=23625, wt=17 (system 36). xiii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Figure V.5. Preliminares Solid-fluid phase transitions of the polyethylene + propane system: 240 (a) Mw=42900, wt=0.06 and 3 (systems 37 and 38); (b) Mw=52000, wt=2, 7.3 and 17 (systems 39, 40 and 41); (c) Mw=59300, wt=2 (system 42); (d) Mw=119600, wt=7.5 (system 43). Figure V.6. Solid-fluid phase transitions of the polyethylene + propane system: 241 (a) Zoom on Figure V.4c; (b) Zoom on Figure V.4d; (c) Zoom on Figure V.5a; (d) Zoom on Figure V.5d. Figure V.7. Solid-fluid phase transitions of polyethylene + propane systems not 242 used in parameter estimation: (a) Mw=23625, wt=1.9 (system 47); (b) Mw=42900, wt=1 (system 48); (c) Mw=52000, wt=1.9 (system 49); (d) Mw=119600, wt=0.25 and 3.5 (systems 50 and 51). Figure VI.1. Schematic pressure-temperature diagram for an amorphous and 263 monodisperse polymer-hydrocarbon solvent binary system [25]: (A) Complete diagram; (B) Details of LCST and UCST curves for a polymer solution. Figure VI.2. Estimated P-T diagram for the system ethylene/polyethylene [27]. 265 Figure VI.3. Estimated P-T diagram for the system n-hexane/polyethylene [27]. 265 Figure VI.4. Polyethylene-solvent phase diagram [28]. 267 Figure VI.5. Process operating conditions relative to polymer/solvent phase 268 diagram [11]. Figure VI.6. Phase diagrams for LLDPE (Mw=15500 g/mol) + n-hexane. 275 Figure VI.7. Phase diagrams for LLDPE (Mw=51480 g/mol) + n-hexane. 276 Figure VI.8. Phase diagrams for LLDPE (Mw=52000 g/mol) + n-hexane. 277 Figure VI.9. Phase diagrams for LLDPE (Mw=67100 g/mol) + n-hexane. 278 Figure VI.10. Phase diagrams for LLDPE (Mw=124000 g/mol) + n-hexane. 279 Figure VI.11. Phase diagrams for LLDPE (Mw=177000 g/mol) + n-hexane: (a) to 280 (d); and for LLDPE (Mw=382800 g/mol) + n-hexane: (e) and (f). Figure VI.12. Phase diagrams for LLDPE (Mw=52000 g/mol) + n-hexane+ 284 ethylene. Figure VI.13. Algorithm to calculate the distance from phase transition in P-T 288 diagrams for polyethylene solutions and to locate this point with respect to the different region types. xiv Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Figure VI.14. Algorithm to calculate the distance from phase transition in P-T 289 diagrams for polyethylene solutions and to locate this point with respect to the different region types: simplified version using Tf instead of Tm. Figure VI.15. 3D plot (temperature-polymer fraction-pressure) for LLDPE 290 (Mw=15500 g/mol) + n-hexane. Figure VI.16. 3D plot (temperature-polymer fraction-pressure) for LLDPE 291 (Mw=52000 g/mol) + n-hexane. Figure VI.17. 3D plot (temperature-polymer fraction-pressure) for LLDPE 291 (Mw=124000 g/mol) + n-hexane. Figure B.1. Phase diagrams for LLDPE + ethylene (a) Mw=21000 g/mol, (b) 333 Mw=42000 g/mol. Figure B.2. Phase diagrams for LLDPE (Mw=52000 g/mol) + ethylene. 334 Figure B.3. Phase diagram for LLDPE + ethylene (Mw=53000 g/mol). 335 Figure B.4. Phase diagrams for LLDPE (Mw=55000 g/mol) + ethylene. 336 Figure B.5. Phase diagrams for LLDPE (Mw=58000 g/mol) + ethylene. 337 Figure B.6. Phase diagrams for LLDPE (Mw=118000 g/mol) + ethylene. 338 xv Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Lista de tabelas Tabela II.1. Constantes para as integrais – equação de estado PC-SAFT 78 Table III.1. Models: identification and application 107 Table III.2. Number of systems and data points contained in the database used 113 for finite concentration calculations Table III.3. Mean percentage deviation between experimental and predicted 115 solvent activities at finite concentration Table III.4. Summary of prediction results of finite activity coefficients by 118 different models for polymer-solvent systems Table III.5. Database used for infinite dilution calculations 120 Table III.6. Summary of results of infinite dilution activity coefficients 126 calculated by different models for polymer-solvent systems Table III.7. Database used for liquid-liquid equilibrium calculations 128 Table III.8. Comparison between calculated and experimental LLE data 130 Table III.9. Comparison between M4 and M5 models according to the polymer 133 Table III.10. Comparison between M3 and M2 models according to polymer 133 Table III.11. Comparison between M7 and M9 models according to polymer 134 Table III.12. Comparison between calculated and experimental LLE data for M9 135 model – extra database Table IV.1. Identification of the models and their parameters 160 Table IV.2. LDPE molecular weight and separators operational conditions 162 Table IV.3. LPDE feed range composition in the HPS and LPS separators 162 Table IV.4. LLDPE resins and IPS operational conditions 164 Table IV.5. LLDPE feed range composition in the IPS separator 165 Table IV.6. Pure component or segment parameters used in Sanchez–Lacombe 165 EOS Table IV.7. Binary interaction parameters of EOS used for LPS simulation 167 (LDPE resin with any solvent) Table IV.8. Binary interaction parameters of EOS used for HPS simulation 168 (LDPE resin) Table IV.9. Polymer polydispersity caracterization 174 xvi Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Table IV.10. Preliminares Comparison between monodisperse and polydisperse results using 175 Sanchez-Lacombe EOS Table IV.11. Binary interaction parameters of EOS used for IPS simulation 180 (LLDPE resin) Table V.1. Data points contained in the database used for solid-liquid 219 calculations at atmospheric pressure: non-associated systems Table V.2. Data points contained in the database used for solid-liquid 220 calculations at atmospheric pressure: associated systems Table V.3. Data points contained in the database used for solid-liquid 221 calculations at high pressure Table V.4. Data points contained in the database used to test the correlations 222 for solid-liquid calculations at high pressure Table V.5. Average and maximum percentile temperature errors for non- 226 associated systems in solid-liquid equilibrium at atmospheric pressure Table V.6. Average and maximum percentile temperature errors for associated 227 systems in solid-liquid equilibrium at atmospheric pressure Table V.7. Parameter correlation with temperature for non-associated systems 228 in solid-liquid equilibrium at atmospheric pressure Table V.8. Average and maximum percentile temperature errors and averaged 230 parameters for solid-liquid equilibrium at high pressure Table V.9. PC-SAFT parameter correlation at high pressure 231 Table V.10. SRK+LCVM parameter correlation at high pressure 232 Table V.11. Average percentile temperature error obtained with correlated 234 parameters for solid-liquid equilibrium at high pressure Table V.12. Polyethylene + propane temperature calculation with correlated 243 parameters Table V.13. Polyethylene + propane temperature calculation with SRK+WS 252 model without correlating adjusted parameters with molecular weight and polymer concentration Table VI.1. Experimental cloud point data for a polyethylene and n-hexane 273 system (some of these data are used for parameter estimation and others are used only for correlation validation) xvii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Table VI.2. Preliminares Experimental data used to generate the cloud point (LCST), LV and 281 LLV for polyethylene, hexane and ethylene system Tabela A.1. Dados experimentais utilizados na avaliação do método de 313 Michelsen Tabela A.2. Resultados da aplicação do método de estabilidade de Michelsen 317 para sistemas simples (equações de estado: SRK e PC-SAFT) Tabela A.3. Resultados da aplicação do método de estabilidade de Michelsen 321 para sistemas simples (equação de estado SRK) Table B.1. Experimental cloud point data for polyethylene and ethylene system 330 (some of these data are used for parameter estimation and others are only used for correlation validation) Table B.2. PC-SAFT parameter coefficient for polyethylene and ethylene 332 systems xviii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Resumo da Tese apresentada ao PEI/UFBA como parte dos requisitos necessários para a obtenção do grau de Doutor em Ciências (D.Sc.) Estabilidade de Fases em Processos Industriais de Polimerização de Eteno a Alta Pressão Gloria Meyberg Nunes Costa Setembro/2009 Orientadores: Marcelo Embiruçu Silvio Alexandre Beisl Vieira de Melo Fernando Luiz Pellegrini Pessoa Programa: Engenharia Industrial Embora os polímeros possuam uma larga faixa de aplicações, a modelagem do equilíbrio de fases de sistemas poliméricos permanece ainda uma tarefa desafiadora. A previsão precisa do equilíbrio de fases de misturas poliméricas necessita de modelos termodinâmicos que sejam capazes de lidar com grandes diferenças de tamanho entre as moléculas e de levar em conta grandes desvios do comportamento ideal em largas faixas de condições de operação. A habilidade em modelar e prever equilíbrios de fase em sistemas poliméricos é importante em todas as fases da produção e do processamento dos polímeros, e é essencial para controlar as propriedades finais e de processamento deste material. O sucesso da simulação das fases em equilíbrio depende da predição correta do número e das composições das fases presentes a uma dada temperatura, pressão e composição global. O principal objetivo desta tese é descrever o equilíbrio de fases entre o polietileno e o solvente em cada uma das etapas de processamento de processos de produção de polietileno a alta pressão. O estudo inclui também descrever as fronteiras que envolvem várias regiões distintas nas quais existem diferentes combinações de fases sólida, líquida e gás em condições de equilíbrio. Para assegurar condições operacionais em uma determinada fase (descrita por uma temperatura e pressão específicas) e monitorar a faixa destas variáveis para manter estas condições, foi desenvolvida uma estratégia para calcular a distância entre um ponto operacional (pressão e temperatura) e xix Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares o ponto correspondente na interface, fixados o peso molecular do polímero e a fração em peso. Os comportamentos de equilíbrio líquido-vapor, líquido-líquido e sólidolíquido são investigados exaustivamente, através de dados experimentais da literatura e de uma aplicação industrial de interesse, e avaliados com quatro modelos diferentes, baseados nas equações de estado Sanchez-Lacombe e PC-SAFT e na equação cúbica de Soave-Redlich-Kwong. Esta última equação é testada com duas regras de mistura diferentes, LCVM e Wong-Sandler, incorporadas com o modelo Bogdanic e Vidal de coeficiente de atividade. Uma estratégia para construir a curva de temperatura de separação (LCST) de sistemas poliméricos usando a equação PC-SAFT é desenvolvida para descrever o equilíbrio de fases, e uma estratégia global é descrita para construir todas as interfaces entre as fases para sistemas poliméricos multicomponente. É também desenvolvida uma estratégia para calcular a distância entre um ponto operacional dado (especificado através de uma pressão e de uma temperatura) e o ponto correspondente na interface, para um peso molecular e uma fração em peso do polímero fixados. xx Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Abstract of Thesis presented to PEI/EP/UFBA as a partial fulfillment of the requirements for the degree of Doctor of Science (D.Sc.) Phase Stability in High Pressure Ethylene Polymerization Industrial Processes Gloria Meyberg Nunes Costa September/2009 Advisors: Marcelo Embiruçu Silvio Alexandre Beisl Vieira de Melo Fernando Luiz Pellegrini Pessoa Programme: Industrial Engineering Although polymers are found in a wide range of applications, modelling phase equilibria of polymer systems remains a challenging task. Accurate predictions of phase equilibria of polymer mixtures require thermodynamic models that are able to deal with large size differences between molecules and also to account for strong deviations from ideal behavior over a wide range of operational conditions. The ability to model and predict phase equilibria in polymer systems is important in all stages of polymer manufacturing and processing and it is essential for controlling the processing and final properties of the polymer. The success in phase equilibrium simulation depends on the correct prediction of the number and the compositions of the actual phases present at a given temperature, pressure and overall mixture composition. The main objective of this thesis is to describe the polyethylene-solvent phase equilibrium in each of the production and processing steps of high pressure polyethylene processes. The study also includes a description of the boundaries that separate several distinct regions where different combinations of solid, liquid and gas phases exist under equilibrium conditions. In order to guarantee the operational conditions at a specified phase (described by specific pressure and temperature) and to monitor the range of these variables to maintain these operational conditions, a strategy was developed to calculate the distance between an operational point (specified through pressure and temperature) xxi Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares and its corresponding point in the interface, for a fixed molecular weight of the polymer and a fixed weight fraction. Vapor-liquid, liquid-liquid and solid-liquid equilibria behaviors are thoroughly investigated through literature, experimental data and through an interesting industrial application, and these equilibria are evaluated with four different models based on Sanchez-Lacombe and PC-SAFT equations of state and on Soave-Redlich-Kwong cubic equation of state. This last equation of state is tested with two different mixing rules, LCVM and Wong-Sandler, coupled with the Bogdanic and Vidal activity coefficient model. A strategy is developed to build up the separation temperature line (LCST) of polymeric systems using PC-SAFT as the equation describing the phase equilibria, and a comprehensive strategy is described to construct all the phase borderlines of multicomponent polymeric systems. A strategy is also developed to calculate the distance between a given operational point (specified through a given pressure and a given temperature) and the corresponding point in the interface for a fixed molecular weight and a fixed polymer fraction weight. xxii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 Preliminares Lista de Publicações Artigos em periódicos indexados: • Costa, G. M. N.; Dias, T.; Cardoso, M.; Guerrieri, Y.; Pessoa, F. L. P.; Vieira de Melo, S. A. B.; Embiruçu, M. Prediction of vapor-liquid and liquid-liquid equilibria of polymer systems: comparison of activity coefficients models. Fluid Phase Equilibria, v. 267, p. 140-149, 2008. • Costa, G. M. N.; Guerrieri, Y.; Kislansky, S.; Pessoa, F. L. P.; Vieira de Melo, S. A. B.; Embiruçu, M. Simulation of flash separation in polyethylene industrial processing: comparison of SRK and SL equations of state. Industrial Eng. Chem. Research, v. 48, p. 8613-8628, 2009. • Costa, G. M. N.; Guerrieri, Y.; Kislansky, S.; Vieira de Melo, S. A. B.; Embiruçu, M.; Pessoa, F. L. P. Computational aspects for optimization of high pressure phase equilibrium for polymer industrial systems. ComputerAided Chemical Engineering, v. 27, p. 405-410, 2009. • Costa, G. M. N.; Kislansky, S.; Oliveira, L. C.; Pessoa, F. L. P.; Vieira de Melo, S. A. B.; Embiruçu, M. Modeling solid-liquid equilibrium for polyethylene and polypropylene solutions with equations of state. Fluid Phase Equilibria, submitted. • Costa, G. M. N.; Kislansky, S.; Gerrieri, Y.; Pessoa, F. L. P.; Vieira de Melo, S. A. B.; Embiruçu, M. Calculation of pressure-temperature diagrams and distance to phase transition for polyethylene solutions. Industrial Eng. Chem. Research, submitted. • Costa, G. M. N.; Kislansky, S.; Ribeiro, T. S.; Pessoa, F. L. P.; Vieira de Melo, S. A. B.; Embiruçu, M. Evaluation of phase stability for hydrocarbon mixtures: the influence of the equation of state in the method of Michelsen. Journal of Industrial and Engineering Chemistry, submitted. Artigos completos em anais de congresso: • Costa, G. M. N.; Guerrieri, Y.; Kislansky, S.; Embirucu, M.; Vieira de Melo, S. A. B.; Pessoa, F. L. P. Modelagem do Equilíbrio Líquido-Vapor em Separador Industrial de Polietileno usando a Equação Sanchez-Lacombe. In: Anais do V Congresso Nacional de Engenharia Mecânica – CONEM (em CD-ROM), Salvador-BA, Brasil, 2008. xxiii Costa, G.-Tese de D.Sc., PEI/EP/UFBA, 2009 • Preliminares Costa, G. M. N.; Kislansky, S.; Embirucu, M.; Vieira de Melo, S. A. B.; Guerrieri, Y., Pessoa, F. L. P. Modeling High-Pressure Vapor-Liquid Equilibrium for Polyethylene Industrial Systems. In: 9th International Symposium on Supercritical Fluids, Arcachon, França, 2009. • Costa, G. M. N.; Kislansky, S.; Guerrieri, Y.; Embiruçu, M.; Pessoa, F. L. P.; Vieira de Melo, S. A. B. High-Pressure Flash Simulation in Low-Density Polyethylene Separators. 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