WO2005014681A2 - Process for preparing polyethylene - Google Patents
Process for preparing polyethylene Download PDFInfo
- Publication number
- WO2005014681A2 WO2005014681A2 PCT/US2004/022225 US2004022225W WO2005014681A2 WO 2005014681 A2 WO2005014681 A2 WO 2005014681A2 US 2004022225 W US2004022225 W US 2004022225W WO 2005014681 A2 WO2005014681 A2 WO 2005014681A2
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- reactor
- settling
- catalyst
- solids
- polymer
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08F—MACROMOLECULAR COMPOUNDS OBTAINED BY REACTIONS ONLY INVOLVING CARBON-TO-CARBON UNSATURATED BONDS
- C08F10/00—Homopolymers and copolymers of unsaturated aliphatic hydrocarbons having only one carbon-to-carbon double bond
- C08F10/02—Ethene
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
- B01J19/00—Chemical, physical or physico-chemical processes in general; Their relevant apparatus
- B01J19/0006—Controlling or regulating processes
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
- B01J19/00—Chemical, physical or physico-chemical processes in general; Their relevant apparatus
- B01J19/24—Stationary reactors without moving elements inside
- B01J19/2415—Tubular reactors
- B01J19/2435—Loop-type reactors
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08F—MACROMOLECULAR COMPOUNDS OBTAINED BY REACTIONS ONLY INVOLVING CARBON-TO-CARBON UNSATURATED BONDS
- C08F2/00—Processes of polymerisation
- C08F2/01—Processes of polymerisation characterised by special features of the polymerisation apparatus used
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08F—MACROMOLECULAR COMPOUNDS OBTAINED BY REACTIONS ONLY INVOLVING CARBON-TO-CARBON UNSATURATED BONDS
- C08F2/00—Processes of polymerisation
- C08F2/12—Polymerisation in non-solvents
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
- B01J2219/00—Chemical, physical or physico-chemical processes in general; Their relevant apparatus
- B01J2219/00049—Controlling or regulating processes
- B01J2219/00191—Control algorithm
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
- B01J2219/00—Chemical, physical or physico-chemical processes in general; Their relevant apparatus
- B01J2219/00049—Controlling or regulating processes
- B01J2219/00243—Mathematical modelling
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08F—MACROMOLECULAR COMPOUNDS OBTAINED BY REACTIONS ONLY INVOLVING CARBON-TO-CARBON UNSATURATED BONDS
- C08F210/00—Copolymers of unsaturated aliphatic hydrocarbons having only one carbon-to-carbon double bond
- C08F210/16—Copolymers of ethene with alpha-alkenes, e.g. EP rubbers
-
- C—CHEMISTRY; METALLURGY
- C08—ORGANIC MACROMOLECULAR COMPOUNDS; THEIR PREPARATION OR CHEMICAL WORKING-UP; COMPOSITIONS BASED THEREON
- C08F—MACROMOLECULAR COMPOUNDS OBTAINED BY REACTIONS ONLY INVOLVING CARBON-TO-CARBON UNSATURATED BONDS
- C08F2400/00—Characteristics for processes of polymerization
- C08F2400/02—Control or adjustment of polymerization parameters
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/903—Control
- Y10S706/906—Process plant
Definitions
- the present invention relates to a process for preparing polyethylene.
- the present invention particularly relates to preparing high density polyethylene using a slurry loop reactor.
- the present invention is a process for producing polyethylene using a slurry loop reactor comprising using a mathematical model to predict a plurality of process control parameters. The prediction is based on the desired product properties, reactor contents mass balance, and reactor characteristics. The slurry loop reactor is controlled using the predicted process control parameters.
- the present invention is a controller programmed with such a mathematical model for use in controlling a polyethylene slurry loop reactor.
- the present invention is a process for optimizing the configuration of a polyethylene slurry loop reactor comprising using such a mathematical model to design the reactor.
- DETAILED DESCRIPTION OF INVENTION the present invention is a process for producing polyethylene using a slurry loop reactor.
- the polyethylene produced can be high density polyethylene.
- the slurry loop reactors useful with the process of the present invention include those using settling legs to remove polymer particles from the reactor. These reactors are also sometimes referred to as Phillips Reactors and manufacturing processes using such reactors are sometimes referred to as Phillips Processes. Loop reactors not having such legs can also be used with the method of the present invention.
- a mathematical model is used.
- this model uses mass balance of reactor contents, reactor geometry, catalyst kinetics, and settling phenomena in the outlet settling legs to determine relationships between inlet feed rates and reactor geometry on production conditions. The relationship between these can be defined using a series of equations having a plurality of variables.
- Ch concentration of hydrogen in the reactor liquid
- N ⁇ number of settling legs
- Vt terminal velocity of settling polymer
- P n rate of polymer leaving reactor that is not part of the settling leg solids bed
- T s rate of slurry leaving reactor that is part of the settling leg solids bed
- N Ar Archimedes number for polymer settling in settling leg
- Aip cross sectional area of a settling leg occupied by polymer
- a ⁇ cross sectional area of a settling leg
- the ethylene feed into the reactor can be calculated from mass balance of ethylene around the reactor.
- the catalyst feed to the reactor can be calculated.
- the solid residence time is calculated as follows:
- the slurry leaving the settling leg consists of two portions: the settled bed of polymer and liquid in the bottom of the settling leg, which is a larger concentration of solids than the reactor, and the polymer and liquid above this bed, which is the same concentration of solids as in the reactor.
- the concentration of polymer in the settling bed solids bed is a function of the polymer and liquid densities as well as the polymer bulk density and is calculated as follows:
- a mass balance of the two portions of polymer leaving in the outlet slurry is:
- the polymer diameter is expressed as: Assuming the polymer settling in the settling leg to be steady-state and the polymer particles are close to spheres, the settling rate can be described by the following equations.
- the Archimedes number for the polymer settling through the isobutane liquid is:
- these equations can be used to solve for numerous combinations of knowns and unknowns. For example, if the number of settling legs is known, then the diameter of the settling legs can be calculated. This is a simple calculation using the same sequence of equations as above. For other variables, the equations above may be used in alternative sequences. An unknown variable, for example the ethylene concentration in the liquid, must first have an estimated value and then the sequence used in an iterative fashion until the ethylene concentration converges on a solution that satisfies all the equations. This type of calculation can be performed using the equations detailed above with an automated I spreadsheet.
- the present invention is a controller for an industrial high density polyethylene slurry loop reactor. While the present invention can be used in manual or spreadsheet form, it can also be incorporated into the logic circuits of a controller. In one embodiment, the controller is a neural net or other artificial intelligence (Al) controller. When using the model of the present invention with a spreadsheet, it can be desirable to incorporate additional functionality into the spreadsheet using, for example, VISUAL BASIC®, or some other compatible computer program. It is also within the scope of the present invention that the model be incorporated into a computer program such as Fortran or C++. Many operations in a chemical process are routinely controlled using a Proportional Integral Derivitive (PID) controller.
- PID Proportional Integral Derivitive
- controllers While very useful in a conventional setting, are not preferred for the present invention. Such controllers are designed and used to monitor a single process variable and perform their control function based upon that single variable.
- many PID controllers are used in conjunction with a second controller that can receive data from the PID controller and then reprogram the PID controller based upon the total inputs from the reactor sensors and controllers.
- the present invention is implement using an Al controller capable of accepting multiple inputs and sending multiple outputs.
- the controller is a neural network model based controller.
- one such controller is a controller using Process Perfecter® software developed by Pavilion Technologies.
- the process of the present invention for controlling a reactor can be very useful, particularly when changing polymer grades or production rates.
- the process of the present invention can be used to optimize and control a loop reactor to produce polyethylene with desirable properties.
- the model can also be used to design a loop reactor such that settler size, cycle time, reactor volume and energy consumption can all be optimized. While the primary subject of this application is directed to the production of polyethylene, it is well known that loop reactors can be used to produce other types of polymers.
- polypropylene can also be produced using the method of the present invention and is within the scope of the present invention.
- Any polymer that can be 5 produced using a loop reactor can be produced using the method of the present invention.
- EXAMPLES The following examples are provided to illustrate the present invention. The examples are not intended to limit the scope of the present invention and should not be so interpreted. Amounts are in weight parts or weight percentages unless otherwise indicated.0 EXAMPLE 1
- the mathematical model described above is placed into a spreadsheet and automated to allow for quick calculation of solutions.
- the intended operating range of the reactor is used to form the ranges of the known variables. Within these ranges, the variables are randomized and the spreadsheet used to calculate solutions to several5 different combinations of production conditions.
- EXAMPLE 3 A computer spread sheet is programmed as in Example 2 except that it is set up to allow for the input of feeds to the reactor to calculate the outlet flow rates and compositions.
- the interface for this model is displayed in the APPENDIX A as the RX Model Iterative.
- the formulas are displayed in APPENDIX C.
Landscapes
- Chemical & Material Sciences (AREA)
- Organic Chemistry (AREA)
- Chemical Kinetics & Catalysis (AREA)
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Polymers & Plastics (AREA)
- Medicinal Chemistry (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Addition Polymer Or Copolymer, Post-Treatments, Or Chemical Modifications (AREA)
- Polymerisation Methods In General (AREA)
Abstract
Description
Claims
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP04777975A EP1646660A2 (en) | 2003-07-22 | 2004-07-09 | Process for preparing polyethylene |
MXPA06000832A MXPA06000832A (en) | 2003-07-22 | 2004-07-09 | Process for preparing polyethylene. |
CA002533176A CA2533176A1 (en) | 2003-07-22 | 2004-07-09 | Process for preparing polyethylene |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/625,711 US7402635B2 (en) | 2003-07-22 | 2003-07-22 | Process for preparing polyethylene |
US10/625,711 | 2003-07-22 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2005014681A2 true WO2005014681A2 (en) | 2005-02-17 |
WO2005014681A3 WO2005014681A3 (en) | 2005-12-15 |
Family
ID=34080257
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2004/022225 WO2005014681A2 (en) | 2003-07-22 | 2004-07-09 | Process for preparing polyethylene |
Country Status (7)
Country | Link |
---|---|
US (1) | US7402635B2 (en) |
EP (1) | EP1646660A2 (en) |
KR (1) | KR20060058690A (en) |
CA (1) | CA2533176A1 (en) |
MX (1) | MXPA06000832A (en) |
TW (1) | TW200515953A (en) |
WO (1) | WO2005014681A2 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2011071640A1 (en) * | 2009-12-07 | 2011-06-16 | Chevron Phillips Chemical Company Lp | Methods and systems for controlling polymer particle size |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7343225B2 (en) | 2005-06-03 | 2008-03-11 | Univation Technologies, Llc | Method for reducing off-grade product production during reaction transitions |
EP2091895B1 (en) * | 2006-12-18 | 2012-08-29 | Univation Technologies, LLC | Method for reducing and/or preventing production of excessively low density polymer product during polymerization transitions |
US8114353B2 (en) * | 2007-12-20 | 2012-02-14 | Chevron Phillips Chemical Company Lp | Continuous catalyst activator |
US9289739B2 (en) | 2009-06-23 | 2016-03-22 | Chevron Philips Chemical Company Lp | Continuous preparation of calcined chemically-treated solid oxides |
US9243988B2 (en) | 2010-07-08 | 2016-01-26 | Exxonmobil Chemical Patents Inc. | System and method for monitoring bubble formation within a reactor |
US9296833B2 (en) | 2010-07-08 | 2016-03-29 | Exxonmobil Chemical Patents Inc. | Method for controlling bubble formation in polymerization reactors |
WO2012045597A1 (en) * | 2010-10-08 | 2012-04-12 | Lanxess Deutschland Gmbh | Activity monitoring and polymerization process control |
WO2012050751A1 (en) | 2010-10-11 | 2012-04-19 | Exxonmobil Chemical Patents Inc. | Activation and use of hydroalkylation catalysts |
US20150032420A1 (en) * | 2013-07-25 | 2015-01-29 | Ansys, Inc. | Systems and Methods for Creating Engineering Models |
CN104656457A (en) * | 2013-11-19 | 2015-05-27 | 中国石油天然气股份有限公司 | Method for calculating internal pressure of propylene polymerization loop reactor |
US9836584B2 (en) | 2013-12-30 | 2017-12-05 | King Fahd University Of Petroleum And Minerals | Method of quantitative determination of nonisothermal thermooxidative degration effects of a polyolefin material comprising a residual catalyst |
US10730032B2 (en) | 2018-05-16 | 2020-08-04 | Chevron Phillips Chemical Company Lp | Polymer flake degassing system and methods |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3636326A (en) * | 1970-07-24 | 1972-01-18 | Phillips Petroleum Co | Control system for polymerization reactors |
US4613484A (en) * | 1984-11-30 | 1986-09-23 | Phillips Petroleum Company | Loop reactor settling leg system for separation of solid polymers and liquid diluent |
US5111531A (en) * | 1990-01-08 | 1992-05-05 | Automation Technology, Inc. | Process control using neural network |
US6303825B1 (en) * | 1999-03-12 | 2001-10-16 | Phenolchemie Gmbh & Co. Kg | Method of starting up loop reactor systems in which at least one exothermic reaction is to be carried out |
US6723805B2 (en) * | 1999-12-30 | 2004-04-20 | Braskem S.A. | Process for the controlled production of polyethylene and its copolymers |
Family Cites Families (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3293000A (en) | 1962-10-05 | 1966-12-20 | Phillips Petroleum Co | Withdrawal of solids from a flowing stream comprising a slurry of same |
US4121029A (en) | 1976-12-06 | 1978-10-17 | Phillips Petroleum Company | Polyolefin reactor system |
US5282261A (en) * | 1990-08-03 | 1994-01-25 | E. I. Du Pont De Nemours And Co., Inc. | Neural network process measurement and control |
FR2689647B1 (en) | 1992-04-01 | 1997-09-05 | Inst Francais Du Petrole | SYSTEM FOR ACQUIRING AND CENTRALIZING DATA OBTAINED BY A PERMANENT INSTALLATION FOR EXPLORING A GEOLOGICAL TRAINING. |
US6243696B1 (en) * | 1992-11-24 | 2001-06-05 | Pavilion Technologies, Inc. | Automated method for building a model |
BE1009406A3 (en) * | 1995-06-09 | 1997-03-04 | Solvay | Method of control methods for synthetic chemicals. |
US6072576A (en) | 1996-12-31 | 2000-06-06 | Exxon Chemical Patents Inc. | On-line control of a chemical process plant |
BR9803848A (en) * | 1998-10-08 | 2000-10-31 | Opp Petroquimica S A | Inline system for inference of physical and chemical properties, inline system for inference of process variables, and inline control system |
US6479597B1 (en) | 1999-07-30 | 2002-11-12 | Exxonmobil Chemical Patents Inc. | Raman analysis system for olefin polymerization control |
US6319995B2 (en) | 1999-08-30 | 2001-11-20 | Equistar Chemicals, Lp | Method of feeding dry catalyst to a polymerization reactor |
US6566460B1 (en) | 2000-08-04 | 2003-05-20 | Equistar Chemicals, Lp | Continuous recovery of polymer from a slurry loop reactor |
-
2003
- 2003-07-22 US US10/625,711 patent/US7402635B2/en not_active Expired - Fee Related
-
2004
- 2004-07-09 KR KR1020067001582A patent/KR20060058690A/en not_active Application Discontinuation
- 2004-07-09 CA CA002533176A patent/CA2533176A1/en not_active Abandoned
- 2004-07-09 EP EP04777975A patent/EP1646660A2/en not_active Withdrawn
- 2004-07-09 WO PCT/US2004/022225 patent/WO2005014681A2/en active Application Filing
- 2004-07-09 MX MXPA06000832A patent/MXPA06000832A/en unknown
- 2004-07-15 TW TW093121197A patent/TW200515953A/en unknown
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3636326A (en) * | 1970-07-24 | 1972-01-18 | Phillips Petroleum Co | Control system for polymerization reactors |
US4613484A (en) * | 1984-11-30 | 1986-09-23 | Phillips Petroleum Company | Loop reactor settling leg system for separation of solid polymers and liquid diluent |
US5111531A (en) * | 1990-01-08 | 1992-05-05 | Automation Technology, Inc. | Process control using neural network |
US6303825B1 (en) * | 1999-03-12 | 2001-10-16 | Phenolchemie Gmbh & Co. Kg | Method of starting up loop reactor systems in which at least one exothermic reaction is to be carried out |
US6723805B2 (en) * | 1999-12-30 | 2004-04-20 | Braskem S.A. | Process for the controlled production of polyethylene and its copolymers |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8058367B2 (en) | 2004-08-27 | 2011-11-15 | Chevron Phillips Chemical Company Lp | Methods and systems for controlling polymer particle size |
US8187547B2 (en) | 2004-08-27 | 2012-05-29 | Chevron Phillips Chemical Company Lp | Methods and systems for controlling polymer particle size |
WO2011071640A1 (en) * | 2009-12-07 | 2011-06-16 | Chevron Phillips Chemical Company Lp | Methods and systems for controlling polymer particle size |
CN102648215A (en) * | 2009-12-07 | 2012-08-22 | 切弗朗菲利浦化学公司 | Methods and systems for controlling polymer particle size |
RU2573401C2 (en) * | 2009-12-07 | 2016-01-20 | Шеврон Филлипс Кемикал Компани Лп | Methods and systems for polymeric particle size control |
Also Published As
Publication number | Publication date |
---|---|
CA2533176A1 (en) | 2005-02-17 |
EP1646660A2 (en) | 2006-04-19 |
MXPA06000832A (en) | 2006-04-07 |
KR20060058690A (en) | 2006-05-30 |
US20050020784A1 (en) | 2005-01-27 |
TW200515953A (en) | 2005-05-16 |
WO2005014681A3 (en) | 2005-12-15 |
US7402635B2 (en) | 2008-07-22 |
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