Method of estimating the properties of a polymer product
The present invention relates to a method of estimating the properties of a polymer product by using converted process variables (cPV's) which means process variable that final or intermediate product experienced earlier in average in the reactors by stage with respect to the final product, which incorporates residence time distribution to process variables, wherein said method comprises the following steps of: computing cPV's by incorporating the residence time distribution to said process variables by means of theoretically determining the amounts of content and discharge of the product in the process, and then solving the balance equations of a hypothetical substance by taking the respective process variables as those of the hypothetical substance: and estimating the properties of the product by inputting to various property estimation models cPV's in the reactors by stage with respect to the final product after incorporating the residence time distribution to said process variables.
1. A method of estimating the properties of a polymer product comprising:
computing converted process variables (cPV's), wherein the converted process variables comprise process variables that a final product or an intermediate product experienced earlier in average in one or more reactors by stage with respect to the final product by incorporating the residence time distribution to process variables by means of theoretically determining the amounts of content and discharge of the product in the process;
solving balance equations of a hypothetical substance by taking respective process variables of the hypothetical substance; and
estimating the properties of the product by inputting to various property estimation models cPV's in one or more of the reactors by stage with respect to the final product after incorporating the residence time distribution to said process variables.
2. The method of claim 1 , wherein said process is a process which uses a single polymer reactor or a multi-stage polymer reactor.
3. A method of monitoring the state of process comprising:
incorporating residence time distribution to process variables, wherein said method comprises theoretically determining amounts of content and discharge of a product in the process;
incorporating the residence time distribution to the process variables by solving balance equations of a hypothetical substance by taking the respective process variables of the hypothetical substance; and
monitoring the state of process therein by inputting to various process-state-monitoring models cPV's in one or more reactors by stage with respect to a final product after incorporating the residence time distribution to said process variables.
4. The method of claim 3 , wherein said process is a process which uses a single polymer reactor or a multi-stage polymer reactor.
5. A method of controlling the properties of a polymer product comprising:
computing average operational conditions appropriate for optimum operation of a polymer product per lot or batch by using a method of estimating the properties of a polymer product comprising:
computing converted process variables (cPV's) wherein converted process variables comprise process variables that a final product or an intermediate product experienced earlier in average in one or more reactors by stage with respect to the final product by incorporating the residence time distribution to process variables by means of theoretically determining amounts of content and discharge of the product in the process;
solving balance equations of a hypothetical substance by taking the respective process variables of the hypothetical substance; and
estimating the properties of the product by inputting to various property estimation models cPV's in one or more of the reactors by stage with respect to the final product after incorporating the residence time distribution to the process variables; and
utilizing the same in quality control of the polymer product.
6. A method of controlling the properties of a polymer product comprising:
computing the average operational conditions appropriate for optimum operation of the polymer product per lot or batch by using a method of monitoring the state of process comprising:
theoretically determining amounts of content and discharge of the product in the process;
incorporating residence time distribution into process variables by solving balance equations of a hypothetical substance by taking respective process variables as those of the hypothetical substance; and
monitoring the state of process therein by inputting to various process-state-monitoring models cPV's in one or more reactors by stage with respect to the final product after incorporating the residence time distribution to said process variables; and
utilizing the same in quality control of the polymer product.
7. The method of claim 5 , wherein said process is a process which uses a singe polymer reactor or a multi-stage polymer reactor.
8. The method of claim 6 , wherein said process is a process which uses a single polymer reactor or a multi-stage polymer reactor.