Worst-case and distributional robustness analysis of the full molecular weight distribution during free radical bulk polymerization
A novel approach is proposed to quantify the effects of parameter uncertainties on state distributions in finite-time nonlinear distributed parameter systems, and this approach is applied to a free radical bulk polymerization reactor. For worst-case uncertainty descriptions, parameters are computed...
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| creator | Hukkanen, E.J. Braatz, R.D. |
| description | A novel approach is proposed to quantify the effects of parameter uncertainties on state distributions in finite-time nonlinear distributed parameter systems, and this approach is applied to a free radical bulk polymerization reactor. For worst-case uncertainty descriptions, parameters are computed that result in worst-case deviations in the monomer conversion, average molecular properties, and the full molecular weight distribution. For probabilistic uncertainty descriptions, a constructive procedure is provided for computing the stochastic distribution of the state distribution. This more sophisticated robustness analysis enables a deep investigation into the effects of parameter uncertainties, control implementation uncertainties, and disturbances for systems with state distributions. |
| doi_str_mv | 10.1109/ACC.2005.1470450 |
| format | Conference Proceeding |
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This more sophisticated robustness analysis enables a deep investigation into the effects of parameter uncertainties, control implementation uncertainties, and disturbances for systems with state distributions.</description><subject>Control systems</subject><subject>Distributed computing</subject><subject>Distributed parameter systems</subject><subject>Inductors</subject><subject>Polymers</subject><subject>Robust control</subject><subject>Robustness</subject><subject>Stochastic processes</subject><subject>Uncertain systems</subject><subject>Uncertainty</subject><issn>0743-1619</issn><issn>2378-5861</issn><isbn>0780390989</isbn><isbn>9780780390980</isbn><isbn>9780780390997</isbn><isbn>0780390997</isbn><isbn>9780780390997</isbn><isbn>0780390997</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2005</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkD1PwzAYhM2XRFu6I7F4Ykux4ziORxTxJVViATFGdvymNThJsR2hsvLHSdUyIJ10wz13wyF0ScmCUiJvbstykRLCFzQTJOPkCM2lKMgoJomU4hhNUiaKhBc5PUHTv6CQp2hCRMYSmlN5jqYhvBNCpczJBP289T7EpFYBsOoMNjZEb_UQbd8ph32vhxA7CGFMldsGG3Df4LgG3AzO4bZ3UA9OefwFdrWO__rYDN52K9x4AOyVsfW4qAf3gTe927bg7bfacRforFEuwPzgM_R6f_dSPibL54en8naZ2JTkMWlqYigAkSmj3Igiz4QGbnIwjBvONKU80zTlApQAUYDKWZ1ymnOpqdFashm63u9ufP85QIhVa0MNzqkO-iFU6e7FTPIRvNqDFgCqjbet8tvq8Dr7BUttdTQ</recordid><startdate>2005</startdate><enddate>2005</enddate><creator>Hukkanen, E.J.</creator><creator>Braatz, R.D.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>2005</creationdate><title>Worst-case and distributional robustness analysis of the full molecular weight distribution during free radical bulk polymerization</title><author>Hukkanen, E.J. ; Braatz, R.D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i206t-fc0d1ee092315d78647be5d6ed35d53b1154b1257ea7e78ea63c251659b1dbb93</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Control systems</topic><topic>Distributed computing</topic><topic>Distributed parameter systems</topic><topic>Inductors</topic><topic>Polymers</topic><topic>Robust control</topic><topic>Robustness</topic><topic>Stochastic processes</topic><topic>Uncertain systems</topic><topic>Uncertainty</topic><toplevel>online_resources</toplevel><creatorcontrib>Hukkanen, E.J.</creatorcontrib><creatorcontrib>Braatz, R.D.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hukkanen, E.J.</au><au>Braatz, R.D.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Worst-case and distributional robustness analysis of the full molecular weight distribution during free radical bulk polymerization</atitle><btitle>2005 American Control Conference</btitle><stitle>ACC</stitle><date>2005</date><risdate>2005</risdate><spage>3115</spage><epage>3120 vol. 5</epage><pages>3115-3120 vol. 5</pages><issn>0743-1619</issn><eissn>2378-5861</eissn><isbn>0780390989</isbn><isbn>9780780390980</isbn><isbn>9780780390997</isbn><isbn>0780390997</isbn><eisbn>9780780390997</eisbn><eisbn>0780390997</eisbn><abstract>A novel approach is proposed to quantify the effects of parameter uncertainties on state distributions in finite-time nonlinear distributed parameter systems, and this approach is applied to a free radical bulk polymerization reactor. 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| fulltext | fulltext_linktorsrc |
| identifier | ISSN: 0743-1619 |
| ispartof | 2005 American Control Conference, 2005, p.3115-3120 vol. 5 |
| issn | 0743-1619 2378-5861 |
| language | eng |
| recordid | cdi_ieee_primary_1470450 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Control systems Distributed computing Distributed parameter systems Inductors Polymers Robust control Robustness Stochastic processes Uncertain systems Uncertainty |
| title | Worst-case and distributional robustness analysis of the full molecular weight distribution during free radical bulk polymerization |
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